{ "schemaVersion": 1, "kind": "scorecard-details", "publicationId": "2026-10-28-dgx-spark-class", "scorecardFile": "scorecard.json", "complete": true, "newInferenceCalls": 0, "newJudgeCalls": 0, "counts": { "trials": 258, "passes": 196, "taskFailures": 59, "rawNonModelFailures": 3, "developerToolPhaseFailures": 18, "judged": 121, "notJudged": 137, "tableJudged": 108, "tableNoArtifact": 0, "tableExcludedReviews": 13, "tableNotApplicable": 137 }, "modelMetadata": { "qwen3.8-27b-q4": { "label": "Qwen 3.8 (27B, Q4)", "parameterSize": "27B", "quantization": "UD-Q4_K_M" }, "gemma4-12b-q4": { "label": "Gemma 4 (12B, Q4)", "parameterSize": "12B", "quantization": "UD-Q4_K_XL" } }, "condition": { "runId": "2026-10-28-dgx-spark-class", "scope": "suite", "note": "Qwen 3.8 27B Q4 and Gemma 4 12B Q4 on a DGX Spark (NVIDIA GB10, Linux) with native 0.1.54: llama.cpp on CUDA, with MTP speculative decoding on by default for both models. 258 trials, three per model and scenario, ran October 28–30, 2026; none was repeated or replaced, and every raw verdict is kept. Three failures are set aside as infrastructure: one Linux script-sandbox failure and two gates the model wrote itself, which the harness classed as setup failures. Evaluation homes had package scripts switched off, so bug-fix-tdd, codemod-sweep and refactor-module could not pass for either model; without those 18 trials the developer failure rate is 0/21 for Qwen and 7/21 for Gemma. docblocks-theme-roundtrip lacked its DocBlocks tools in all six trials, and the harness stopped two Qwen route-multi trials and one Qwen author-fanout trial while they were still progressing. Task speeds are engine-log medians over every attempt. Memory is not shown: the GB10 shares its memory with the GPU in a way the measurement cannot see. Artifact reviews are by Claude Sonnet 4.6, one column per rubric. The six A/B readout reviews used a mismatched rubric and seven reviews graded a starting or incidental page instead of the work, so those 13 are excluded.", "startedAt": "2026-10-28T19:13:42.417Z", "finishedAt": "2026-10-30T22:07:02.094Z", "judgedAt": "2026-10-30T22:31:15.507Z", "provenance": { "startedAt": "2026-10-28T19:13:42.417Z", "device": { "label": "DGX Spark Class", "platform": "linux", "arch": "arm64", "memoryGb": 122, "osRelease": "linux 6.17.0-1029-nvidia", "cpuModel": "Arm Cortex-X925 + Cortex-A725 (20 cores)", "gpuModel": "NVIDIA GB10" }, "harnessCommit": "22fec991", "gildeVersion": "0.3.1", "count": 3, "judgeModelId": "anthropic-cli/claude-sonnet-4-6", "engineBuilds": { "llama-cpp": "Gezel native 0.1.54 · CUDA 13.0 · 620d2225cc436ab0b001e3200e590e3b286ef9ab" } }, "scenariosBySuite": { "core": [ "tictactoe", "petshop", "tankcombat", "schema-migration", "failing-tests-spec", "symptom-debug", "data-wrangle", "incident-postmortem", "ops-runbook-anomaly", "plan-and-estimate", "conflict-synthesis" ], "productivity": [ "constrained-comms", "records-intake", "plan-and-estimate", "meeting-followup", "craftbook-spreadsheet-model", "conflict-synthesis", "docblocks-theme-roundtrip", "craftbook-powerpoint-deck", "wikipedia-research-brief", "craftbook-week-plan", "craftbook-ab-test-readout", "craftbook-annotated-bibliography", "craftbook-research-to-document" ], "developer": [ "fix-squisq-bugs", "dev-craftbook-routing", "interface-contract", "craftbook-code-review", "craftbook-api-contract-review", "craftbook-deep-security-review", "large-pr-review", "craftbook-codemod-sweep", "craftbook-refactor-module", "craftbook-bug-fix-tdd" ], "complex-work": [ "craftbook-find-vs-create", "craftbook-edit-midtask", "craftbook-invoice-run", "craftbook-author-linear", "craftbook-route-multi", "craftbook-export-generalize", "craftbook-author-params", "craftbook-author-gate-script", "craftbook-author-fanout" ] }, "harnessNote": "Service built from 22fec991 plus an uncommitted fix to constrained-turn.ts (conditional clauses in step procedures); gilde 0.3.1 from the registry pin.", "excludedAttempts": "Two earlier Qwen tictactoe attempts started before Chromium was installed (one interrupted, one passed without its runtime check). They were set aside before the sweep began and are not part of this publication." }, "ingestedShard": { "schemaVersion": 1, "runs": [ { "id": "2026-10-28-dgx-spark-class", "provenance": { "startedAt": "2026-10-28T19:13:42.417Z", "device": { "label": "DGX Spark Class", "platform": "linux", "arch": "arm64", "memoryGb": 122, "osRelease": "linux 6.17.0-1029-nvidia", "cpuModel": "unknown", "gpuModel": "NVIDIA GB10" }, "harnessCommit": "22fec991", "gildeVersion": "unknown", "count": 3, "judgeModelId": null }, "suites": [ "core", "productivity", "developer", "complex-work" ], "scenariosBySuite": { "core": [ "tictactoe", "petshop", "tankcombat", "schema-migration", "failing-tests-spec", "symptom-debug", "data-wrangle", "incident-postmortem", "ops-runbook-anomaly", "plan-and-estimate", "conflict-synthesis" ], "productivity": [ "constrained-comms", "records-intake", "plan-and-estimate", "meeting-followup", "craftbook-spreadsheet-model", "conflict-synthesis", "docblocks-theme-roundtrip", "craftbook-powerpoint-deck", "wikipedia-research-brief", "craftbook-week-plan", "craftbook-ab-test-readout", "craftbook-annotated-bibliography", "craftbook-research-to-document" ], "developer": [ "fix-squisq-bugs", "dev-craftbook-routing", "interface-contract", "craftbook-code-review", "craftbook-api-contract-review", "craftbook-deep-security-review", "large-pr-review", "craftbook-codemod-sweep", "craftbook-refactor-module", "craftbook-bug-fix-tdd" ], "complex-work": [ "craftbook-find-vs-create", "craftbook-edit-midtask", "craftbook-invoice-run", "craftbook-author-linear", "craftbook-route-multi", "craftbook-export-generalize", "craftbook-author-params", "craftbook-author-gate-script", "craftbook-author-fanout" ] }, "note": "native 0.1.54; dist built 2026-10-28 11:57 from 22fec991 plus the uncommitted constrained-turn.ts conditional-clause fix" } ], "results": [ { "modelId": "gemma4-12b-q4", "label": "gemma4-12b-q4", "engine": "llama-cpp", "tier": "medium", "parameterSize": "12B", 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"scenarioId": "craftbook-spreadsheet-model", "trials": 3, "successes": 3, "nonModelFailures": 0, "medianDurationMs": 509478 }, { "scenarioId": "conflict-synthesis", "trials": 3, "successes": 3, "nonModelFailures": 0, "medianDurationMs": 350771 }, { "scenarioId": "docblocks-theme-roundtrip", "trials": 3, "successes": 0, "nonModelFailures": 0, "medianDurationMs": 224174 }, { "scenarioId": "craftbook-powerpoint-deck", "trials": 3, "successes": 3, "nonModelFailures": 0, "medianDurationMs": 503649 }, { "scenarioId": "wikipedia-research-brief", "trials": 3, "successes": 3, "nonModelFailures": 0, "medianDurationMs": 468202 }, { "scenarioId": "craftbook-week-plan", "trials": 3, "successes": 2, "nonModelFailures": 0, "medianDurationMs": 2478876 }, { "scenarioId": "craftbook-ab-test-readout", "trials": 3, "successes": 3, "nonModelFailures": 0, "medianDurationMs": 1109274 }, { "scenarioId": "craftbook-annotated-bibliography", "trials": 3, "successes": 3, "nonModelFailures": 0, "medianDurationMs": 432769 }, { "scenarioId": "craftbook-research-to-document", "trials": 3, "successes": 3, "nonModelFailures": 0, "medianDurationMs": 455325 } ] } ] }, "developerSuite": { "rule": "A failed developer trial is a tool-phase failure when its task ended on a step whose gate needs a commandEvidence receipt (a test run) and no model-facing tool surface in the trial listed run_package_script. Evaluation homes run at the lockdown security level, which has switched package scripts off since 2026-10-26.", "commandEvidenceSteps": [ "craftbook-codemod-sweep:verify", "craftbook-codemod-sweep:repair", "craftbook-refactor-module:baseline", "craftbook-refactor-module:verify", "craftbook-refactor-module:repair", "craftbook-bug-fix-tdd:reproduce", "craftbook-bug-fix-tdd:validate", "craftbook-bug-fix-tdd:repair" ], "byModel": { "qwen3.8-27b-q4": { "trials": 30, "failed": 9, "toolPhase": 9, "failureRate": "9/30", "failureRateExcludingToolPhase": "0/21", "toolPhaseTrials": [ { "scenarioId": "craftbook-bug-fix-tdd", "trialId": "craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T12-40-19-444Z-riim", "lastStep": "reproduce" }, { "scenarioId": "craftbook-bug-fix-tdd", "trialId": "craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T13-45-14-342Z-8uub", "lastStep": "reproduce" }, { "scenarioId": "craftbook-bug-fix-tdd", "trialId": "craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T14-46-23-692Z-6z12", "lastStep": "reproduce" }, { "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp", "lastStep": "verify" }, { "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p", "lastStep": "verify" }, { "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69", "lastStep": "verify" }, { "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T09-53-10-084Z-qh4j", "lastStep": "baseline" }, { "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T10-49-35-663Z-tab3", "lastStep": "baseline" }, { "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat", "lastStep": "baseline" } ] }, "gemma4-12b-q4": { "trials": 30, "failed": 16, "toolPhase": 9, "failureRate": "16/30", "failureRateExcludingToolPhase": "7/21", "toolPhaseTrials": [ { "scenarioId": "craftbook-bug-fix-tdd", "trialId": "craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T14-57-01-957Z-jhea", "lastStep": "reproduce" }, { "scenarioId": "craftbook-bug-fix-tdd", "trialId": "craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T15-35-15-181Z-eb77", "lastStep": "reproduce" }, { "scenarioId": "craftbook-bug-fix-tdd", "trialId": "craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T16-13-30-081Z-i05k", "lastStep": "reproduce" }, { "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T12-54-29-544Z-0gh4", "lastStep": "verify" }, { "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3", "lastStep": "verify" }, { "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu", "lastStep": "verify" }, { "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-gemma4-12b-q4-2026-10-30T13-40-02-407Z-xr30", "lastStep": "baseline" }, { "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-gemma4-12b-q4-2026-10-30T14-19-48-914Z-ji04", "lastStep": "baseline" }, { "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-gemma4-12b-q4-2026-10-30T14-41-00-782Z-hq8h", "lastStep": "baseline" } ] } } }, "fixedRubric": { "weights": { "completion": 0.4, "quality": 0.25, "efficiency": 0.2, "behavior": 0.15 }, "bands": { "ship-ready": ">= 8", "needs-tuning": "5 to 7.9", "framework-gap": "< 5" }, "interpolations": "Efficiency: 11-19 calls within half the budget scores 8, over 30 calls within the budget 3, over 0.9 of the budget 2. Behavior: exactly two auto-answers scores 8. compositeIgnoringProseFlag recomputes behavior without the prose-as-deliverable red flag, which fires on closing status summaries after craftbook authoring (report defect 8)." }, "judgingInterpretation": { "judge": "anthropic-cli/claude-sonnet-4-6", "scale": "Integer axes from 0 to 10 per rubric; meanScore is their mean. The judge saw the original prompt and one artifact per trial.", "artifactSelection": "A scenario that declares a rubric is judged on its declared artifact and axes. Any other scenario is judged on the first HTML file under the default HTML rubric (visual quality, functional completeness, code quality, polish), or not at all when it produced none.", "primaryTableSelection": "Declared rubrics, one column each, plus the default HTML rubric for the three game scenarios. Docblocks-theme-roundtrip is kept under its own rubric although its tools were missing: the judge graded a real report.", "exclusions": "Six A/B readout reviews used the runbook rubric (safety, mapping, signals, containment). Six find-vs-create reviews graded the seeded shop page and one author-gate-script review graded an incidental page; neither is the model's work. All 13 stay in this file.", "notApplicable": "137 trials had no declared rubric and produced no HTML page; they are not missing deliverables." }, "performanceInterpretation": { "source": "engine-log", "population": "All 258 attempted trials, including failures and set-aside trials.", "speculativeDecoding": "MTP speculative decoding was on by default for both models (Gemma through its separate MTP head, Qwen through its built-in one), so output speeds include accepted draft tokens.", "memory": "Process RSS and system memory samples are in each trial’s metrics. Neither is the model’s footprint: the GB10 serves GPU allocations from shared memory the RSS probe cannot see, and system memory includes everything else running. The GPU reports no memory figure on this chip. The table therefore shows no memory column.", "units": { "durations": "ms", "throughput": "tokens/second", "memoryMb": "MiB" } }, "trials": [ { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-fanout", "trialId": "craftbook-author-fanout-gemma4-12b-q4-2026-10-30T20-50-15-742Z-ngml", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-author-fanout-gemma4-12b-q4-2026-10-30T20-50-15-742Z-ngml", "scenarioId": "craftbook-author-fanout", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T20:50:15.743Z", "finishedAt": "2026-10-30T20:58:25.659Z", "durationMs": 489916, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: store health sweep; missing signals stayed unchanged: craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store, craftbook \"store-health-audit\" has produced 2 of 4 per-store runs — invoke the recipe on this project and make sure its fanout step really fans out over data/stores.json, so each store gets its own run. Last failure: craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T20-50-15-742Z-ngml", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-author-fanout", "score": 6, "bytes": 834, "deliverableMissing": false, "milestones": 2, "failReason": "craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 95, "peakRssMb": 15439, "peakCpuPercent": 287.2, "firstAtMs": 0, "lastAtMs": 477617 }, "gpu": { "available": true, "sampleCount": 95, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 95, "peakUsedMb": 38949, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 154520, "totalOutputTokens": 21176, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 16, "todayTokensIn": 232762, "todayTokensCached": 174993, "todayTokensOut": 4140, "todayCost": 0, "totalTurns": 16, "totalTokensIn": 232762, "totalTokensCached": 174993, "totalTokensOut": 4140, "totalCost": 0, "medianOutputTokensPerSec": 67.7, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 67.7, "turns": 16 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11086, "cachedInputTokens": 10772, "outputTokens": 224, "cost": 0, "durationMs": 5289, "outputTokensPerSec": 99.88703358802287, "at": "2026-10-30T20:58:14.499Z" }, "lastUpdated": "2026-10-30T20:58:14.499Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T20:58:19.752Z" } }, "source": "engine-log" }, "derived": { "durationMs": 482439, "meanTokensPerSec": 68.96, "genTokensPerSec": 68.96, "genTokens": 21176, "promptTokensPerSec": 1488.31, "peakRssMb": 15439, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 232762, "output": 4140 } } } }, "facts": { "trialId": "craftbook-author-fanout-gemma4-12b-q4-2026-10-30T20-50-15-742Z-ngml", "scenarioId": "craftbook-author-fanout", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T20-50-15-742Z-ngml", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 95, "peakRssMb": 15439, "peakCpuPercent": 287.2, "firstAtMs": 0, "lastAtMs": 477617 }, "gpu": { "available": true, "sampleCount": 95, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 95, "peakUsedMb": 38949, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 154520, "totalOutputTokens": 21176, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 16, "todayTokensIn": 232762, "todayTokensCached": 174993, "todayTokensOut": 4140, "todayCost": 0, "totalTurns": 16, "totalTokensIn": 232762, "totalTokensCached": 174993, "totalTokensOut": 4140, "totalCost": 0, "medianOutputTokensPerSec": 67.7, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 67.7, "turns": 16 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11086, "cachedInputTokens": 10772, "outputTokens": 224, "cost": 0, "durationMs": 5289, "outputTokensPerSec": 99.88703358802287, "at": "2026-10-30T20:58:14.499Z" }, "lastUpdated": "2026-10-30T20:58:14.499Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T20:58:19.752Z" } }, "source": "engine-log" }, "derived": { "durationMs": 482439, "meanTokensPerSec": 68.96, "genTokensPerSec": 68.96, "genTokens": 21176, "promptTokensPerSec": 1488.31, "peakRssMb": 15439, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 232762, "output": 4140 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 4 }, "steps": { "activated": 4, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "store-health-sweep/2", "stepId": "read-store-data", "activatedAt": "2026-10-30T20:54:50.283Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "store-health-sweep/1", "stepId": "read-store-data", "activatedAt": "2026-10-30T20:52:24.656Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T20:50:17.326Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T20:50:17.293Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 2, "taskScoped": 0, "byGezel": { "abel": 1, "reza": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 16, "maxContextFill": 0.10760498046875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.10760498046875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 3 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 2, "tasks": 4, "tasksWithReferences": 2, "items": 10, "citations": [ "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/message-queue-consumer", "knowledge://bendyline/handboek/craftbook/holiday-card-run", "knowledge://bendyline/handboek/whats-new/1.26273", "knowledge://bendyline/handboek/craftbook/nightly-fix-sweep", "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/data-export-migrate", "knowledge://bendyline/handboek/craftbook/sprite-sheet" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: store health sweep; missing signals stayed unchanged: craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store, craftbook \"store-health-audit\" has produced 2 of 4 per-store runs — invoke the recipe on this project and make sure its fanout step really fans out over data/stores.json, so each store gets its own run. Last failure: craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store", "durationMs": 489916, "timeoutMs": 7200000, "budgetUsedFraction": 0.06804388888888889 }, "timing": { "startedAt": "2026-10-30T20:50:15.743Z", "finishedAt": "2026-10-30T20:58:25.659Z", "timeToFirstArtifactMs": 240044, "timeToLastArtifactWriteMs": 478756, "timeToFirstTokenMs": 16613, "firstTurnTtftMs": 13164, "timeToFirstToolCallMs": 24972 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 48, "byTool": { "list_dir": 5, "read_file": 5, "craftbook_read": 1, "craftbook_write": 7, "create_task": 3, "suggest_craftbook": 1, "delegate_developer": 1, "invoke_craftbook": 2, "list_craftbooks": 1, "write_artifact": 4, "replace_in_file": 1, "write_file": 15, "make_dir": 1, "replace_lines": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 12 }, "sniff": { "progression": [ { "atMs": 1942, "filePath": "craftbook-author-fanout", "bytes": 0, "score": 3, "scoreMax": 8, "signals": [], "failReason": "no reusable authored craftbook exists yet — author the store health sweep as a craftbook template, not as ad-hoc chat work" }, { "atMs": 130000, "filePath": "craftbook-author-fanout", "bytes": 72, "score": 2, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 278385, "filePath": "craftbook-author-fanout", "bytes": 72, "score": 2, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 396539, "filePath": "craftbook-author-fanout", "bytes": 442, "score": 4, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 401644, "filePath": "craftbook-author-fanout", "bytes": 834, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" } ], "latest": { "filePath": "craftbook-author-fanout", "bytes": 834, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-audit\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T20:50:15.744Z] [trial] id=craftbook-author-fanout-gemma4-12b-q4-2026-10-30T20-50-15-742Z-ngml scenario=craftbook-author-fanout model=gemma4-12b-q4", "[2026-10-30T20:50:15.744Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T20-50-15-742Z-ngml", "[2026-10-30T20:50:15.744Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-fanout-hu74nl", "[2026-10-30T20:50:15.744Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T20:50:15.744Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T20:50:15.744Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T20:50:15.744Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T20:50:15.745Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-author-fanout-hu74nl", "[2026-10-30T20:50:17.281Z] [trial] daemon spawned pid=1177315 port=https://127.0.0.1:37927", "[2026-10-30T20:50:17.387Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T20:50:17.392Z] [trial] meester=wren", "[2026-10-30T20:50:17.392Z] [trial] running scenario setup hook", "[2026-10-30T20:50:17.537Z] [trial] scenario setup complete", "[2026-10-30T20:50:17.538Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T20:50:17.538Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T20:50:17.565Z] [poll] initial digests hard=645920da1191e93a soft=657d13d53f749dd6", "[2026-10-30T20:50:17.737Z] [poll] hard-progress: 645920da1191e93a → c2dccb8435fcf90d after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T20:50:43.295Z] [poll] hard-progress: c2dccb8435fcf90d → 198fee990747a786 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=43,stream=577) sniff=3/0B)", "[2026-10-30T20:50:53.582Z] [poll] hard-progress: 198fee990747a786 → a45647356cb7a10c after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=73,stream=1901) sniff=3/0B)", "[2026-10-30T20:50:58.704Z] [poll] hard-progress: a45647356cb7a10c → a21b136ebed0f578 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=88,stream=2737) sniff=3/0B)", "[2026-10-30T20:51:03.806Z] [poll] hard-progress: a21b136ebed0f578 → 5f54cac660414b46 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=102,stream=3073) sniff=3/0B)", "[2026-10-30T20:51:08.922Z] [poll] hard-progress: 5f54cac660414b46 → 405c02db768491db after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=114,stream=3394) sniff=3/0B)", "[2026-10-30T20:51:14.041Z] [poll] hard-progress: 405c02db768491db → 313aadacac7f04f1 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=129,stream=3849) sniff=3/0B)", "[2026-10-30T20:51:24.323Z] [poll] hard-progress: 313aadacac7f04f1 → c08aedf4f5c7394a after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=158,stream=4882) sniff=3/0B)", "[2026-10-30T20:51:29.445Z] [poll] hard-progress: c08aedf4f5c7394a → ed3e1e8d3a21497c after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=11,slot=173,stream=5292) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 6.5, "compositeIgnoringProseFlag": 6.5, "band": "needs-tuning", "axes": { "completion": { 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runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T20-58-26-410Z-bu4f", "[2026-10-30T20:58:26.411Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-fanout-K8dCZi", "[2026-10-30T20:58:26.411Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T20:58:26.411Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T20:58:26.411Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T20:58:26.412Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T20:58:26.413Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-author-fanout-K8dCZi", "[2026-10-30T20:58:27.850Z] [trial] daemon spawned pid=1184736 port=https://127.0.0.1:43377", "[2026-10-30T20:58:27.947Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T20:58:27.955Z] [trial] meester=wren", "[2026-10-30T20:58:27.955Z] [trial] running scenario setup hook", "[2026-10-30T20:58:28.090Z] [trial] scenario setup complete", "[2026-10-30T20:58:28.091Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T20:58:28.091Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T20:58:28.116Z] [poll] initial digests hard=599f27c1a9226af0 soft=3caa1ab113d8f4a8", "[2026-10-30T20:58:28.276Z] [poll] hard-progress: 599f27c1a9226af0 → 20c4c7a27f58b549 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T20:58:53.853Z] [poll] hard-progress: 20c4c7a27f58b549 → ab6dbed8d5c9f8c2 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=47,stream=671) sniff=3/0B)", "[2026-10-30T20:58:58.928Z] [poll] hard-progress: ab6dbed8d5c9f8c2 → 8bd885290a7b7f6c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=62,stream=879) sniff=3/0B)", "[2026-10-30T20:59:14.268Z] [poll] hard-progress: 8bd885290a7b7f6c → f098023c2d3d32bf after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=99,stream=2542) sniff=3/0B)", "[2026-10-30T20:59:19.489Z] [poll] hard-progress: f098023c2d3d32bf → a196de51050e4ca4 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=113,stream=3252) sniff=2/80B)", "[2026-10-30T20:59:24.622Z] [poll] hard-progress: a196de51050e4ca4 → 488879ea9b00a0e4 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=129,stream=3446) sniff=2/80B)", "[2026-10-30T21:00:05.705Z] [poll] hard-progress: 488879ea9b00a0e4 → 66b06448ba228f72 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=253,stream=5540) sniff=2/80B)", "[2026-10-30T21:00:21.094Z] [poll] hard-progress: 66b06448ba228f72 → 7d42e19bd8c07811 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=11,slot=291,stream=6925) sniff=2/68B)", "[2026-10-30T21:01:12.304Z] [poll] hard-progress: 7d42e19bd8c07811 → e17766857434e286 after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=13,slot=441,stream=10512) sniff=2/68B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 3.1, "compositeIgnoringProseFlag": 3.1, "band": "framework-gap", "axes": { "completion": { "score": 0, "why": "failureMode=chat-stalled; little output" }, "quality": { "score": 4, "why": "sniff 3/8" }, "efficiency": { "score": 3, "why": "budget=0.20 calls=35 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": 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"craftbook-author-fanout-gemma4-12b-q4-2026-10-30T21-22-33-639Z-c4er", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-author-fanout-gemma4-12b-q4-2026-10-30T21-22-33-639Z-c4er", "scenarioId": "craftbook-author-fanout", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T21:22:33.640Z", "finishedAt": "2026-10-30T22:07:02.094Z", "durationMs": 2668454, "success": false, "reason": "retry loop (stall-path): sniff \"craftbook-author-fanout:7:targetnone:fr1tjwffw:rp0:rf0:m6\" stuck for 18m — artifact scored but stalled 18m despite 12 tool calls (1 re-writes). Artifact produced but never reached success (retry-loop nudge was sent and ignored).", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T21-22-33-639Z-c4er", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-author-fanout", "score": 7, "bytes": 1262, "deliverableMissing": false, "milestones": 6, "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 526, "peakRssMb": 21191, "peakCpuPercent": 264.7, "firstAtMs": 0, "lastAtMs": 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"evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T21-22-33-639Z-c4er", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 526, "peakRssMb": 21191, "peakCpuPercent": 264.7, "firstAtMs": 0, "lastAtMs": 2660471 }, "gpu": { "available": true, "sampleCount": 526, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 526, "peakUsedMb": 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"taskBudgetHard": 0, "toolRepeatAborts": 9 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 6, "tasks": 8, "tasksWithReferences": 6, "items": 30, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/holiday-card-run", "knowledge://bendyline/handboek/craftbook/browser-qa-audit", "knowledge://bendyline/handboek/craftbook/data-quality-audit", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/data-export-migrate", "knowledge://bendyline/handboek/craftbook/sprite-sheet", "knowledge://bendyline/handboek/project-type/data-analysis", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/message-queue-consumer", "knowledge://bendyline/handboek/craftbook/holiday-card-run", "knowledge://bendyline/handboek/whats-new/1.26273", "knowledge://bendyline/handboek/craftbook/thank-you-sweep", "knowledge://bendyline/handboek/craftbook/juice-pass", "knowledge://bendyline/handboek/craftbook/interactive-quiz", "knowledge://bendyline/handboek/craftbook/browser-qa-audit", "knowledge://bendyline/handboek/craftbook/executive-level-review", "knowledge://bendyline/handboek/craftbook/playtest-report", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/message-queue-consumer", "knowledge://bendyline/handboek/craftbook/holiday-card-run", "knowledge://bendyline/handboek/whats-new/1.26273", "knowledge://bendyline/handboek/craftbook/thank-you-sweep", "knowledge://bendyline/handboek/craftbooks-index", 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repeating steps once per store" }, { "atMs": 114599, "filePath": "craftbook-author-fanout", "bytes": 72, "score": 2, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 145555, "filePath": "craftbook-author-fanout", "bytes": 61, "score": 2, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 257955, "filePath": "craftbook-author-fanout", "bytes": 341, "score": 3, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 319362, "filePath": "craftbook-author-fanout", "bytes": 341, "score": 3, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 360294, "filePath": "craftbook-author-fanout", "bytes": 341, "score": 4, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 896406, "filePath": "craftbook-author-fanout", "bytes": 635, "score": 5, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 916918, "filePath": "craftbook-author-fanout", "bytes": 983, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 952909, "filePath": "craftbook-author-fanout", "bytes": 1262, "score": 7, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" } ], "latest": { "filePath": "craftbook-author-fanout", "bytes": 1262, "score": 7, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T21:22:33.640Z] [trial] id=craftbook-author-fanout-gemma4-12b-q4-2026-10-30T21-22-33-639Z-c4er scenario=craftbook-author-fanout model=gemma4-12b-q4", "[2026-10-30T21:22:33.641Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T21-22-33-639Z-c4er", "[2026-10-30T21:22:33.641Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-fanout-rof4ig", "[2026-10-30T21:22:33.641Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T21:22:33.641Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T21:22:33.641Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T21:22:33.641Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T21:22:33.641Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-author-fanout-rof4ig", "[2026-10-30T21:22:35.178Z] [trial] daemon spawned pid=1206271 port=https://127.0.0.1:41169", "[2026-10-30T21:22:35.278Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T21:22:35.286Z] [trial] meester=celestine", "[2026-10-30T21:22:35.286Z] [trial] running scenario setup hook", "[2026-10-30T21:22:35.425Z] [trial] scenario setup complete", "[2026-10-30T21:22:35.425Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T21:22:35.425Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T21:22:35.447Z] [poll] initial digests hard=7904299d96586154 soft=076b680a283fd247", "[2026-10-30T21:22:35.601Z] [poll] hard-progress: 7904299d96586154 → 8ace98217bb0cbb9 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T21:23:01.048Z] [poll] hard-progress: 8ace98217bb0cbb9 → 0d8b8ce763f1f3e0 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=47,stream=695) sniff=3/0B)", "[2026-10-30T21:23:06.241Z] [poll] hard-progress: 0d8b8ce763f1f3e0 → e471faf451ff1b08 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=62,stream=1186) sniff=3/0B)", "[2026-10-30T21:23:11.354Z] [poll] hard-progress: e471faf451ff1b08 → 616fadb28afdbcf9 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=76,stream=1710) sniff=3/0B)", "[2026-10-30T21:23:16.479Z] [poll] hard-progress: 616fadb28afdbcf9 → 635c1d66ad97364b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=90,stream=2420) sniff=3/0B)", "[2026-10-30T21:23:21.660Z] [poll] hard-progress: 635c1d66ad97364b → ebf964cb65181d6b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=107,stream=2946) sniff=3/0B)", "[2026-10-30T21:23:36.948Z] [poll] hard-progress: ebf964cb65181d6b → e8eb63fceeeaf221 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=151,stream=4076) sniff=2/57B)", "[2026-10-30T21:24:12.884Z] [poll] hard-progress: e8eb63fceeeaf221 → f1a4595a00bf1d4e after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=260,stream=6043) sniff=2/57B)", "[2026-10-30T21:24:23.157Z] [poll] hard-progress: f1a4595a00bf1d4e → 091788a400b93aab after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=10,slot=287,stream=6939) sniff=2/72B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5.6, "compositeIgnoringProseFlag": 5.6, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 7/8" }, "efficiency": { "score": 3, "why": "budget=0.37 calls=101 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T21-22-33-639Z-c4er/result.json", "sha256": "8217591352696399ae3ddb9c3f6aeea9aef297bf24b9703f6fe03957ae871f47" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T21-22-33-639Z-c4er/facts.json", "sha256": "749638afd0329040ff22b453d6ec8c7072be6c95ebd817e4abdcaebbe8155bff" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-gemma4-12b-q4-2026-10-30T21-22-33-639Z-c4er/metrics.json", "sha256": "1c20f920a450a23f971bc28011964536cc7eb998f81a1bcb30282f5aaeb5d384" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-gate-script", "trialId": "craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc", "scenarioId": "craftbook-author-gate-script", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T19:47:13.063Z", "finishedAt": "2026-10-30T20:08:29.474Z", "durationMs": 1276411, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: inventory report gate script; missing signals stayed unchanged: craftbook \"inventory-health-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate, task inventory-health-check/3 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count., out/inventory-report.json does not exist yet. Last failure: craftbook \"inventory-health-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-author-gate-script", "score": 2, "bytes": 23, "deliverableMissing": true, "milestones": 0, "failReason": "craftbook \"inventory-health-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 251, "peakRssMb": 18211, "peakCpuPercent": 235.7, "firstAtMs": 1, "lastAtMs": 1268593 }, "gpu": { "available": true, "sampleCount": 251, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 251, "peakUsedMb": 41276, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 140799, "totalOutputTokens": 46735, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 21, "todayTokensIn": 288670, "todayTokensCached": 271119, "todayTokensOut": 16090, "todayCost": 0, "totalTurns": 21, "totalTokensIn": 288670, "totalTokensCached": 271119, "totalTokensOut": 16090, "totalCost": 0, "medianOutputTokensPerSec": 65.1, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 65.1, "turns": 21 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 9706, "cachedInputTokens": 8644, "outputTokens": 1536, "cost": 0, "durationMs": 21241, "outputTokensPerSec": 76.36063331270685, "at": "2026-10-30T20:08:21.022Z" }, "lastUpdated": "2026-10-30T20:08:21.022Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T20:08:25.797Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1271158, "meanTokensPerSec": 73.85, "genTokensPerSec": 73.85, "genTokens": 46735, "promptTokensPerSec": 1354.06, "peakRssMb": 18211, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 288670, "output": 16090 } } } }, "facts": { "trialId": "craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc", "scenarioId": "craftbook-author-gate-script", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 251, "peakRssMb": 18211, "peakCpuPercent": 235.7, "firstAtMs": 1, "lastAtMs": 1268593 }, "gpu": { "available": true, "sampleCount": 251, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 251, "peakUsedMb": 41276, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 140799, "totalOutputTokens": 46735, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 21, "todayTokensIn": 288670, "todayTokensCached": 271119, "todayTokensOut": 16090, "todayCost": 0, "totalTurns": 21, "totalTokensIn": 288670, "totalTokensCached": 271119, "totalTokensOut": 16090, "totalCost": 0, "medianOutputTokensPerSec": 65.1, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 65.1, "turns": 21 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 9706, "cachedInputTokens": 8644, "outputTokens": 1536, "cost": 0, "durationMs": 21241, "outputTokensPerSec": 76.36063331270685, "at": "2026-10-30T20:08:21.022Z" }, "lastUpdated": "2026-10-30T20:08:21.022Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T20:08:25.797Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1271158, "meanTokensPerSec": 73.85, "genTokensPerSec": 73.85, "genTokens": 46735, "promptTokensPerSec": 1354.06, "peakRssMb": 18211, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 288670, "output": 16090 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 5 }, "steps": { "activated": 5, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "inventory-health-check/3", "stepId": "read-inventory-data", "activatedAt": "2026-10-30T20:06:43.179Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "inventory-health-check/2", "stepId": "read-inventory-data", "activatedAt": "2026-10-30T19:52:20.461Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "inventory-health-check/1", "stepId": "read-inventory-data", "activatedAt": "2026-10-30T19:51:23.434Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T19:47:14.549Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T19:47:14.523Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 4, "taskScoped": 0, "byGezel": { "catherine": 1, "moana": 1, "reza": 1, "sulien": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 12, "maxContextFill": 0.10859298706054688, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.10859298706054688 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 3, "tasks": 5, "tasksWithReferences": 3, "items": 15, "citations": [ "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/data-export-migrate", "knowledge://bendyline/handboek/craftbook/playtest-report", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/craftbook/onboarding-checklist", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/whats-new/1.26273", "knowledge://bendyline/handboek/craftbook/message-queue-consumer", "knowledge://bendyline/handboek/craftbook/release-artifact-sanity-check", "knowledge://bendyline/handboek/craftbook/fact-check", "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/web-app-crud", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/data-export-migrate", "knowledge://bendyline/handboek/craftbook/csv-transformer" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: inventory report gate script; missing signals stayed unchanged: craftbook \"inventory-health-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate, task inventory-health-check/3 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count., out/inventory-report.json does not exist yet. Last failure: craftbook \"inventory-health-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate", "durationMs": 1276411, "timeoutMs": 7200000, "budgetUsedFraction": 0.17727930555555554 }, "timing": { "startedAt": "2026-10-30T19:47:13.063Z", "finishedAt": "2026-10-30T20:08:29.474Z", "timeToFirstArtifactMs": 635703, "timeToLastArtifactWriteMs": 1267959, "timeToFirstTokenMs": 16653, "firstTurnTtftMs": 13207, "timeToFirstToolCallMs": 22358 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 60, "byTool": { "craftbook_read": 1, "craftbook_write": 10, "create_task": 2, "activate_task": 1, "list_tasks": 1, "invoke_craftbook": 3, "read_file": 4, "write_artifact": 3, "search": 3, "search_history": 2, "message_gezel": 3, "list_gezels": 1, "ensure_gezel": 1, "suggest_craftbook": 1, "suggest_work": 1, "start_work": 2, "delegate_developer": 1, "list_artifacts": 1, "list_projects": 1, "search_memory": 1, "list_dir": 5, "make_dir": 3, "write_file": 6, "run_nodejs_script": 3 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 9 }, "sniff": { "progression": [ { "atMs": 1886, "filePath": "craftbook-author-gate-script", "bytes": 0, "score": 3, "scoreMax": 5, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the inventory-report craftbook as a reusable template" }, { "atMs": 252484, "filePath": "craftbook-author-gate-script", "bytes": 23, "score": 2, "scoreMax": 5, "signals": [], "failReason": "craftbook \"inventory-health-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" }, { "atMs": 1174895, "filePath": "craftbook-author-gate-script", "bytes": 23, "score": 2, "scoreMax": 5, "signals": [], "failReason": "craftbook \"inventory-health-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" } ], "latest": { "filePath": "craftbook-author-gate-script", "bytes": 23, "score": 2, "scoreMax": 5, "signals": [], "failReason": "craftbook \"inventory-health-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T19:47:13.064Z] [trial] id=craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc scenario=craftbook-author-gate-script model=gemma4-12b-q4", "[2026-10-30T19:47:13.064Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-gate-script-ruL6Hy", "[2026-10-30T19:47:13.064Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc", "[2026-10-30T19:47:13.064Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T19:47:13.064Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T19:47:13.065Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T19:47:13.066Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T19:47:13.067Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-author-gate-script-ruL6Hy", "[2026-10-30T19:47:14.607Z] [trial] daemon spawned pid=1075111 port=https://127.0.0.1:39085", "[2026-10-30T19:47:14.715Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T19:47:14.720Z] [trial] meester=sulien", "[2026-10-30T19:47:14.720Z] [trial] running scenario setup hook", "[2026-10-30T19:47:14.840Z] [trial] scenario setup complete", "[2026-10-30T19:47:14.840Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T19:47:14.840Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T19:47:14.863Z] [poll] initial digests hard=cc3af6449f0b7144 soft=b1e9d8445f87d710", "[2026-10-30T19:47:15.009Z] [poll] hard-progress: cc3af6449f0b7144 → 9579110e9908889e after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T19:47:35.476Z] [poll] hard-progress: 9579110e9908889e → f83d9e1f81c27146 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=30,stream=414) sniff=3/0B)", "[2026-10-30T19:49:43.412Z] [poll] hard-progress: f83d9e1f81c27146 → 809a4880df898cb5 after 128s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=421,stream=11375) sniff=3/0B)", "[2026-10-30T19:49:53.630Z] [poll] hard-progress: 809a4880df898cb5 → dbd746d1e2e91247 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=448,stream=12842) sniff=3/0B)", "[2026-10-30T19:50:03.845Z] [poll] hard-progress: dbd746d1e2e91247 → f83b373949e2d7a5 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=476,stream=14366) sniff=3/0B)", "[2026-10-30T19:50:24.313Z] [poll] hard-progress: f83b373949e2d7a5 → 693e84e6191ba8bb after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=537,stream=16365) sniff=3/0B)", "[2026-10-30T19:50:34.509Z] [poll] hard-progress: 693e84e6191ba8bb → 16fc102633149632 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=566,stream=17906) sniff=3/0B)", "[2026-10-30T19:50:44.745Z] [poll] hard-progress: 16fc102633149632 → 0e53c9d393cfd72f after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=595,stream=19388) sniff=3/0B)", "[2026-10-30T19:50:49.850Z] [poll] hard-progress: 0e53c9d393cfd72f → ec7dd897381b5b1f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=609,stream=19634) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5.5, "compositeIgnoringProseFlag": 5.5, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 4, "why": "sniff 2/5" }, "efficiency": { "score": 3, "why": "budget=0.18 calls=60 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc/result.json", "sha256": "01037171cda4583b9a1695b24cd84ae887221b722945c662e06f97d1f3efd048" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc/facts.json", "sha256": "712292293a6c839fca4b744fd310251f8a7f68da864ddb481a22a97b772871ec" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T19-47-13-063Z-4xzc/metrics.json", "sha256": "ba0f697e44c3d16cb371ffbdf6e93aae86b5e1ef3c1e8730dd27cc6672a66626" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-gate-script", "trialId": "craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui", "scenarioId": "craftbook-author-gate-script", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T20:08:30.455Z", "finishedAt": "2026-10-30T20:23:45.144Z", "durationMs": 914689, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: inventory report gate script; missing signals stayed unchanged: craftbook \"inventory-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate, task inventory-health-check/2 (from craftbook \"inventory-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: craftbook \"inventory-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-author-gate-script", "score": 3, "bytes": 419, "deliverableMissing": false, "milestones": 0, "failReason": "craftbook \"inventory-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 180, "peakRssMb": 16112, "peakCpuPercent": 236.7, "firstAtMs": 0, "lastAtMs": 908057 }, "gpu": { "available": true, "sampleCount": 180, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 180, "peakUsedMb": 39399, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 162715, "totalOutputTokens": 27774, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 13, "todayTokensIn": 285427, "todayTokensCached": 246380, "todayTokensOut": 2303, "todayCost": 0, "totalTurns": 13, "totalTokensIn": 285427, "totalTokensCached": 246380, "totalTokensOut": 2303, "totalCost": 0, "medianOutputTokensPerSec": 52.8, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 52.8, "turns": 13 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 22874, "cachedInputTokens": 22424, "outputTokens": 64, "cost": 0, "durationMs": 16676, "outputTokensPerSec": 75.555059850401, "at": "2026-10-30T20:23:36.822Z" }, "lastUpdated": "2026-10-30T20:23:36.822Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T20:23:40.801Z" } }, "source": "engine-log" }, "derived": { "durationMs": 908873, "meanTokensPerSec": 69.77, "genTokensPerSec": 69.77, "genTokens": 27774, "promptTokensPerSec": 1414.04, "peakRssMb": 16112, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 285427, "output": 2303 } } } }, "facts": { "trialId": "craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui", "scenarioId": "craftbook-author-gate-script", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 180, "peakRssMb": 16112, "peakCpuPercent": 236.7, "firstAtMs": 0, "lastAtMs": 908057 }, "gpu": { "available": true, "sampleCount": 180, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 180, "peakUsedMb": 39399, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 162715, "totalOutputTokens": 27774, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 13, "todayTokensIn": 285427, "todayTokensCached": 246380, "todayTokensOut": 2303, "todayCost": 0, "totalTurns": 13, "totalTokensIn": 285427, "totalTokensCached": 246380, "totalTokensOut": 2303, "totalCost": 0, "medianOutputTokensPerSec": 52.8, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 52.8, "turns": 13 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 22874, "cachedInputTokens": 22424, "outputTokens": 64, "cost": 0, "durationMs": 16676, "outputTokensPerSec": 75.555059850401, "at": "2026-10-30T20:23:36.822Z" }, "lastUpdated": "2026-10-30T20:23:36.822Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T20:23:40.801Z" } }, "source": "engine-log" }, "derived": { "durationMs": 908873, "meanTokensPerSec": 69.77, "genTokensPerSec": 69.77, "genTokens": 27774, "promptTokensPerSec": 1414.04, "peakRssMb": 16112, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 285427, "output": 2303 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 4 }, "steps": { "activated": 4, "activationEvents": 2, "completed": 0, "gateApprovals": 0, "gateRejections": 2, "redrives": 0, "perStep": [ { "ref": "inventory-health-check/2", "stepId": "build-stock-report", "activatedAt": "2026-10-30T20:21:01.149Z", "completedAt": null, "ms": null, "gateRejections": 2, "toolCalls": 0, "sessionIds": [] }, { "ref": "inventory-health-check/1", "stepId": "build-stock-report", "activatedAt": "2026-10-30T20:09:46.535Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T20:08:31.876Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T20:08:31.855Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 2, "taskScoped": 0, "byGezel": { "indah": 1, "reza": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 18, "maxContextFill": 0.14107513427734375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.14107513427734375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 6 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 2, "tasks": 4, "tasksWithReferences": 2, "items": 10, "citations": [ "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/whats-new/1.26273", "knowledge://bendyline/handboek/craftbook/message-queue-consumer", "knowledge://bendyline/handboek/craftbook/release-artifact-sanity-check", "knowledge://bendyline/handboek/craftbook/fact-check", "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/web-app-crud", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/data-export-migrate", "knowledge://bendyline/handboek/craftbook/insurance-inventory" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: inventory report gate script; missing signals stayed unchanged: craftbook \"inventory-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate, task inventory-health-check/2 (from craftbook \"inventory-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: craftbook \"inventory-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate", "durationMs": 914689, "timeoutMs": 7200000, "budgetUsedFraction": 0.12704013888888888 }, "timing": { "startedAt": "2026-10-30T20:08:30.455Z", "finishedAt": "2026-10-30T20:23:45.144Z", "timeToFirstArtifactMs": 503199, "timeToLastArtifactWriteMs": 906335, "timeToFirstTokenMs": 16448, "firstTurnTtftMs": 13095, "timeToFirstToolCallMs": 24403 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 52, "byTool": { "craftbook_read": 1, "craftbook_write": 13, "invoke_craftbook": 2, "how_do_i": 2, "get_task": 1, "read_file": 6, "write_artifact": 10, "advance_task_step": 2, "message_gezel": 2, "ensure_gezel": 1, "list_craftbooks": 4, "write_file": 3, "list_dir": 4, "replace_lines": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 1856, "filePath": "craftbook-author-gate-script", "bytes": 0, "score": 3, "scoreMax": 5, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the inventory-report craftbook as a reusable template" }, { "atMs": 78488, "filePath": "craftbook-author-gate-script", "bytes": 26, "score": 2, "scoreMax": 5, "signals": [], "failReason": "craftbook \"stock-health-report-recipe\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" }, { "atMs": 129838, "filePath": "craftbook-author-gate-script", "bytes": 16, "score": 2, "scoreMax": 5, "signals": [], "failReason": "craftbook \"inventory-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" }, { "atMs": 134930, "filePath": "craftbook-author-gate-script", "bytes": 16, "score": 2, "scoreMax": 5, "signals": [], "failReason": "craftbook \"inventory-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" }, { "atMs": 720875, "filePath": "craftbook-author-gate-script", "bytes": 419, "score": 3, "scoreMax": 5, "signals": [], "failReason": "craftbook \"inventory-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" } ], "latest": { "filePath": "craftbook-author-gate-script", "bytes": 419, "score": 3, "scoreMax": 5, "signals": [], "failReason": "craftbook \"inventory-report\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T20:08:30.456Z] [trial] id=craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui scenario=craftbook-author-gate-script model=gemma4-12b-q4", "[2026-10-30T20:08:30.456Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui", "[2026-10-30T20:08:30.456Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-gate-script-rvw5yr", "[2026-10-30T20:08:30.456Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T20:08:30.456Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T20:08:30.457Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T20:08:30.457Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T20:08:30.458Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-author-gate-script-rvw5yr", "[2026-10-30T20:08:31.894Z] [trial] daemon spawned pid=1093634 port=https://127.0.0.1:38471", "[2026-10-30T20:08:31.999Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T20:08:32.006Z] [trial] meester=fenton", "[2026-10-30T20:08:32.006Z] [trial] running scenario setup hook", "[2026-10-30T20:08:32.183Z] [trial] scenario setup complete", "[2026-10-30T20:08:32.184Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T20:08:32.184Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T20:08:32.205Z] [poll] initial digests hard=beeea6ac24c89f72 soft=a70db852d6a0161d", "[2026-10-30T20:08:32.358Z] [poll] hard-progress: beeea6ac24c89f72 → 41548fb24235645d after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T20:08:57.918Z] [poll] hard-progress: 41548fb24235645d → 3ce91fe44e2796c7 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=44,stream=688) sniff=3/0B)", "[2026-10-30T20:09:28.530Z] [poll] hard-progress: 3ce91fe44e2796c7 → c5c3161fd6f34cde after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=135,stream=4008) sniff=3/0B)", "[2026-10-30T20:09:38.742Z] [poll] hard-progress: c5c3161fd6f34cde → b62fb5f975c84fe2 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=163,stream=5722) sniff=3/0B)", "[2026-10-30T20:09:48.993Z] [poll] hard-progress: b62fb5f975c84fe2 → 83b8392ad853b221 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=192,stream=7040) sniff=2/26B)", "[2026-10-30T20:10:40.327Z] [poll] hard-progress: 83b8392ad853b221 → fd1880cf5866efbb after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=6,slot=347,stream=10657) sniff=2/16B)", "[2026-10-30T20:10:45.450Z] [poll] hard-progress: fd1880cf5866efbb → ca094ecec37dbcd7 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=7,slot=353,stream=10755) sniff=2/16B)", "[2026-10-30T20:11:26.427Z] [poll] hard-progress: ca094ecec37dbcd7 → 92f5f361836601fa after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=8,slot=479,stream=14162) sniff=2/16B)", "[2026-10-30T20:11:36.636Z] [poll] hard-progress: 92f5f361836601fa → 8fef68cbdfa75a21 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=10,slot=506,stream=15578) sniff=2/16B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 6, "compositeIgnoringProseFlag": 6, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 6, "why": "sniff 3/5" }, "efficiency": { "score": 3, "why": "budget=0.13 calls=52 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui/result.json", "sha256": "2bfd83de3d99887eb23114156710bcd44bc1f3b372748a4d48f5f18542534a16" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui/facts.json", "sha256": "b0ba3f82a3e91685bb2c0e4779611cc96f02bf744a6e6f798f9315eb6f1c7234" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-08-30-455Z-buui/metrics.json", "sha256": "72922ba979d94cf2b4ac8d963d7f5be4c3e4c2d72a9fda344c5269b26a2664c5" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-gate-script", "trialId": "craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-23-46-258Z-kiv9", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-23-46-258Z-kiv9", "scenarioId": "craftbook-author-gate-script", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T20:23:46.258Z", "finishedAt": "2026-10-30T20:50:11.704Z", "durationMs": 1585446, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: inventory report gate script; missing signals stayed unchanged: craftbook \"inventory-health-check\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate. Last failure: craftbook \"inventory-health-check\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-23-46-258Z-kiv9", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-author-gate-script", "score": 4, "bytes": 2535, "deliverableMissing": false, "milestones": 3, "failReason": "craftbook \"inventory-health-check\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 312, "peakRssMb": 17509, "peakCpuPercent": 257.1, "firstAtMs": 0, "lastAtMs": 1577606 }, "gpu": { "available": true, "sampleCount": 312, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 312, "peakUsedMb": 40440, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 270254, "totalOutputTokens": 49958, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 28, "todayTokensIn": 516619, "todayTokensCached": 472143, "todayTokensOut": 7999, "todayCost": 0, "totalTurns": 28, "totalTokensIn": 516619, "totalTokensCached": 472143, "totalTokensOut": 7999, "totalCost": 0, "medianOutputTokensPerSec": 61.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 61.5, "turns": 28 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 18252, "cachedInputTokens": 17683, "outputTokens": 434, "cost": 0, "durationMs": 17749, "outputTokensPerSec": 98.69004351934622, "at": "2026-10-30T20:50:02.831Z" }, "lastUpdated": "2026-10-30T20:50:02.831Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T20:50:05.904Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1578179, "meanTokensPerSec": 70.12, "genTokensPerSec": 70.12, "genTokens": 49958, "promptTokensPerSec": 1438.8, "peakRssMb": 17509, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 516619, "output": 7999 } } } }, "facts": { "trialId": "craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-23-46-258Z-kiv9", "scenarioId": "craftbook-author-gate-script", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-23-46-258Z-kiv9", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 312, "peakRssMb": 17509, "peakCpuPercent": 257.1, "firstAtMs": 0, "lastAtMs": 1577606 }, "gpu": { "available": true, "sampleCount": 312, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 312, "peakUsedMb": 40440, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 270254, "totalOutputTokens": 49958, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 28, "todayTokensIn": 516619, "todayTokensCached": 472143, "todayTokensOut": 7999, "todayCost": 0, "totalTurns": 28, "totalTokensIn": 516619, "totalTokensCached": 472143, "totalTokensOut": 7999, "totalCost": 0, "medianOutputTokensPerSec": 61.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 61.5, "turns": 28 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 18252, "cachedInputTokens": 17683, "outputTokens": 434, "cost": 0, "durationMs": 17749, "outputTokensPerSec": 98.69004351934622, "at": "2026-10-30T20:50:02.831Z" }, "lastUpdated": "2026-10-30T20:50:02.831Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T20:50:05.904Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1578179, "meanTokensPerSec": 70.12, "genTokensPerSec": 70.12, "genTokens": 49958, "promptTokensPerSec": 1438.8, "peakRssMb": 17509, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 516619, "output": 7999 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-author-gate-script", "scoreAxes": { "visualQuality": 5, "functionalCompleteness": 1, "codeQuality": 4, "polish": 2 }, "meanScore": 3, "justification": "The deliverable is a static HTML page with hardcoded fake inventory data — it bears no relation to the brief. The brief required authoring a craftbook with a gated build step, importing @bendyline/gezel-sdk/checks, calling gezel.output(gateResult(...)), writing out/inventory-report.json, and invoking the book. None of that was done. The HTML itself is serviceable but entirely misses the point.", "durationMs": 5172 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 5 }, "steps": { "activated": 8, "activationEvents": 5, "completed": 4, "gateApprovals": 4, "gateRejections": 2, "redrives": 0, "perStep": [ { "ref": "inventory-health-check/1", "stepId": "read-inventory-data", "activatedAt": "2026-10-30T20:33:50.777Z", "completedAt": "2026-10-30T20:39:38.537Z", "ms": 347760, "gateRejections": 1, "toolCalls": 0, "sessionIds": [] }, { "ref": "inventory-health-check/1", "stepId": "build-stock-health-report", "activatedAt": "2026-10-30T20:39:38.537Z", "completedAt": "2026-10-30T20:46:46.581Z", "ms": 428044, "gateRejections": 0, "toolCalls": 12, "sessionIds": [ "97e8e573-c61f-4d7e-bd43-2278fa0561c0" ] }, { "ref": "inventory-health-check/3", "stepId": "build", "activatedAt": "2026-10-30T20:44:44.979Z", "completedAt": "2026-10-30T20:45:39.301Z", "ms": 54322, "gateRejections": 1, "toolCalls": 18, "sessionIds": [ "94b03c4f-79a0-4197-89ff-4357be2f72f4" ] }, { "ref": "inventory-health-check/3", "stepId": "evaluate", "activatedAt": "2026-10-30T20:45:39.302Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "4803f54d-f88c-43a0-bc61-cdb34ea16fb8" ] }, { "ref": "inventory-health-check/1", "stepId": "verify-report-integrity", "activatedAt": "2026-10-30T20:46:46.581Z", "completedAt": "2026-10-30T20:48:11.871Z", "ms": 85290, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "inventory-health-check/2", "stepId": "read-inventory-data", "activatedAt": "2026-10-30T20:27:45.319Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T20:23:47.728Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T20:23:47.708Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 216525 }, "sessions": { "total": 7, "taskScoped": 3, "byGezel": { "ander": 3, "kanon": 1, "reza": 1, "sulien": 1, "yuna": 1 }, "perTask": { "inventory-health-check/3": 2, "inventory-health-check/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.375, "maxMessages": 18, "maxContextFill": 0.14411544799804688, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.14411544799804688 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 3 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 2, "tasks": 5, "tasksWithReferences": 2, "items": 10, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/web-app-crud", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/data-export-migrate", "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/html-puzzle-game", "knowledge://bendyline/handboek/craftbook/browser-qa-audit", "knowledge://bendyline/handboek/craftbook/playtest-report", "knowledge://bendyline/handboek/craftbook/freeze-scope" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: inventory report gate script; missing signals stayed unchanged: craftbook \"inventory-health-check\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate. 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**`verification_summary.txt`**", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-30T20:23:46.259Z] [trial] id=craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-23-46-258Z-kiv9 scenario=craftbook-author-gate-script model=gemma4-12b-q4", "[2026-10-30T20:23:46.259Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-gemma4-12b-q4-2026-10-30T20-23-46-258Z-kiv9", "[2026-10-30T20:23:46.259Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-gate-script-47t4LW", "[2026-10-30T20:23:46.259Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T20:23:46.259Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T20:23:46.259Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T20:23:46.259Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T20:23:46.260Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-author-gate-script-47t4LW", "[2026-10-30T20:23:47.696Z] [trial] daemon spawned pid=1106986 port=https://127.0.0.1:37225", "[2026-10-30T20:23:47.793Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T20:23:47.797Z] [trial] meester=sulien", "[2026-10-30T20:23:47.797Z] [trial] running scenario setup hook", "[2026-10-30T20:23:47.943Z] [trial] scenario setup complete", "[2026-10-30T20:23:47.944Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T20:23:47.944Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T20:23:47.973Z] [poll] initial digests hard=4f41312d55f18211 soft=5f8b697984188388", "[2026-10-30T20:23:48.127Z] [poll] hard-progress: 4f41312d55f18211 → 0223f9eff4ada4fc after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T20:24:08.510Z] [poll] hard-progress: 0223f9eff4ada4fc → 73f79c4ab80f87dd after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=23,stream=266) sniff=3/0B)", "[2026-10-30T20:24:23.840Z] [poll] hard-progress: 73f79c4ab80f87dd → 143a28f3ad7c92d9 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=66,stream=2085) sniff=3/0B)", "[2026-10-30T20:24:34.071Z] [poll] hard-progress: 143a28f3ad7c92d9 → 81ad425a9cddab61 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=95,stream=3787) sniff=3/0B)", "[2026-10-30T20:24:44.279Z] [poll] hard-progress: 81ad425a9cddab61 → 54576ef43627212a after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=124,stream=5252) sniff=3/0B)", "[2026-10-30T20:25:09.794Z] [poll] hard-progress: 54576ef43627212a → 8ac4d4cdbfd5693e after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=202,stream=7699) sniff=3/0B)", "[2026-10-30T20:25:19.965Z] [poll] hard-progress: 8ac4d4cdbfd5693e → 5113c19f37534843 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=232,stream=9349) sniff=2/22B)", "[2026-10-30T20:25:25.093Z] [poll] hard-progress: 5113c19f37534843 → 318ef87f41af7ba3 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=245,stream=9520) sniff=2/22B)", "[2026-10-30T20:26:00.913Z] [poll] hard-progress: 318ef87f41af7ba3 → fcf8a2000ce65fd8 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=8,slot=354,stream=12637) sniff=2/22B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-author-gate-script", "scoreAxes": { "visualQuality": 5, "functionalCompleteness": 1, "codeQuality": 4, "polish": 2 }, "meanScore": 3, "justification": "The deliverable is a static HTML page with hardcoded fake inventory data — it bears no relation to the brief. The brief required authoring a craftbook with a gated build step, importing @bendyline/gezel-sdk/checks, calling gezel.output(gateResult(...)), writing out/inventory-report.json, and invoking the book. None of that was done. 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cacheRoot=/.gezel-eval-cache", "[2026-10-30T17:31:22.337Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T17:31:22.338Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T17:31:22.338Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T17:31:22.339Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-author-linear-JcoCvg", "[2026-10-30T17:31:23.769Z] [trial] daemon spawned pid=814287 port=https://127.0.0.1:33003", "[2026-10-30T17:31:23.861Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T17:31:23.872Z] [trial] meester=yusuf", "[2026-10-30T17:31:23.872Z] [trial] running scenario setup hook", "[2026-10-30T17:31:23.994Z] [trial] scenario setup complete", "[2026-10-30T17:31:23.995Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T17:31:23.995Z] [trial] 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"[2026-10-30T17:32:20.403Z] [poll] hard-progress: e33c7cd8385518a3 → f25702fdea8c3c0d after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=128,stream=3417) sniff=3/28B)", "[2026-10-30T17:32:25.538Z] [poll] hard-progress: f25702fdea8c3c0d → c4fa80bc5de87d66 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=8,slot=134,stream=3574) sniff=3/28B)", "[2026-10-30T17:32:30.669Z] [poll] hard-progress: c4fa80bc5de87d66 → e458de5c55631d0b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=149,stream=4342) sniff=3/28B)", "[2026-10-30T17:32:51.205Z] [poll] hard-progress: e458de5c55631d0b → a01a504d2607716e after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=10,slot=211,stream=7946) sniff=3/28B)", "[2026-10-30T17:32:56.369Z] [poll] hard-progress: a01a504d2607716e → 55c5938892204941 after 5s (workspaceProjects=3 sessions=1 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"childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 4, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: regional sales rollup; missing signals stayed unchanged: no reusable authored craftbook with at least 2 steps exists yet — author the regional sales rollup as a reusable craftbook template, not as ad-hoc chat work. Last failure: no reusable authored craftbook with at least 2 steps exists yet — author the regional sales rollup as a reusable craftbook template, not as ad-hoc chat work", "durationMs": 565780, "timeoutMs": 5400000, "budgetUsedFraction": 0.10477407407407408 }, "timing": { "startedAt": "2026-10-30T19:37:43.291Z", "finishedAt": "2026-10-30T19:47:09.071Z", "timeToFirstArtifactMs": 258575, "timeToLastArtifactWriteMs": 556813, "timeToFirstTokenMs": 19038, "firstTurnTtftMs": 12927, "timeToFirstToolCallMs": 27942 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 35, "byTool": { "list_craftbooks": 2, "craftbook_read": 1, "craftbook_write": 4, "invoke_craftbook": 2, "create_task": 8, "suggest_craftbook": 1, "ensure_gezel": 1, "message_gezel": 2, "stat": 2, "write_file": 3, "write_artifact": 1, "list_tasks": 1, "update_task": 2, "read_artifact": 2, "replace_lines": 2, "list_artifacts": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 4534, "filePath": "craftbook-author-params", "bytes": 0, "score": 4, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the regional sales rollup as a reusable craftbook template, not as ad-hoc chat work" }, { "atMs": 259807, "filePath": "craftbook-author-params", "bytes": 145, "score": 5, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the regional sales rollup as a reusable craftbook template, not as ad-hoc chat work" }, { "atMs": 336532, "filePath": "craftbook-author-params", "bytes": 289, "score": 6, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the regional sales rollup as a reusable craftbook template, not as ad-hoc chat work" } ], "latest": { "filePath": "craftbook-author-params", "bytes": 289, "score": 6, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the regional sales rollup as a reusable craftbook template, not as ad-hoc chat work" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T19:37:43.292Z] [trial] id=craftbook-author-params-gemma4-12b-q4-2026-10-30T19-37-43-291Z-w5mm scenario=craftbook-author-params model=gemma4-12b-q4", "[2026-10-30T19:37:43.292Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-params/craftbook-author-params-gemma4-12b-q4-2026-10-30T19-37-43-291Z-w5mm", "[2026-10-30T19:37:43.292Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-params-CqEFjx", "[2026-10-30T19:37:43.292Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T19:37:43.292Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T19:37:43.292Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T19:37:43.293Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T19:37:43.294Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-author-params-CqEFjx", "[2026-10-30T19:37:47.356Z] [trial] daemon spawned pid=1066908 port=https://127.0.0.1:45049", "[2026-10-30T19:37:47.463Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T19:37:47.471Z] [trial] meester=fenton", "[2026-10-30T19:37:47.471Z] [trial] running scenario setup hook", "[2026-10-30T19:37:47.678Z] [trial] scenario setup complete", "[2026-10-30T19:37:47.679Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T19:37:47.679Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T19:37:47.710Z] [poll] initial digests hard=235a796799e6632b soft=cd581c243c11246e", "[2026-10-30T19:37:47.885Z] [poll] hard-progress: 235a796799e6632b → 661460fb4de1683f after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=4/0B)", "[2026-10-30T19:38:13.372Z] [poll] hard-progress: 661460fb4de1683f → fe9b73e8ec27f739 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=38,stream=575) sniff=4/0B)", "[2026-10-30T19:38:18.479Z] [poll] hard-progress: fe9b73e8ec27f739 → 4e87578832519a11 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=48,stream=894) sniff=4/0B)", "[2026-10-30T19:38:33.832Z] [poll] hard-progress: 4e87578832519a11 → d8558e816136ae56 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=91,stream=2882) sniff=4/0B)", "[2026-10-30T19:38:49.152Z] [poll] hard-progress: d8558e816136ae56 → a547332ed75e0325 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=134,stream=5110) sniff=4/0B)", "[2026-10-30T19:38:54.267Z] [poll] hard-progress: a547332ed75e0325 → 8e5fc7bbecb8bf16 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=149,stream=5383) sniff=4/0B)", "[2026-10-30T19:38:59.366Z] [poll] hard-progress: 8e5fc7bbecb8bf16 → 4cc8f20cc52ad99c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=164,stream=5785) sniff=4/0B)", "[2026-10-30T19:39:04.477Z] [poll] hard-progress: 4cc8f20cc52ad99c → bc4abe27f913a619 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=175,stream=6218) sniff=4/0B)", "[2026-10-30T19:39:19.835Z] [poll] hard-progress: bc4abe27f913a619 → 22f2b61fe82d3f52 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=219,stream=8317) sniff=4/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 6.8, "compositeIgnoringProseFlag": 6.8, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 9, "why": "sniff 6/7" }, "efficiency": { "score": 3, "why": "budget=0.10 calls=35 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-params/craftbook-author-params-gemma4-12b-q4-2026-10-30T19-37-43-291Z-w5mm/result.json", "sha256": "cc381bb555d0f835b5c4e56c67d855904bcc4dc7e87b807177ee09d700274fea" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-author-params/craftbook-author-params-gemma4-12b-q4-2026-10-30T19-37-43-291Z-w5mm/facts.json", "sha256": 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after 4 delivered-and-completed attempts on task quarterly-brief/1 craftbook; missing signals stayed unchanged: task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-38-17-084Z-pc2g", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-edit-midtask", "score": 3, "bytes": 1038, "deliverableMissing": false, "milestones": 0, "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 54, "peakRssMb": 13634, "peakCpuPercent": 234.9, "firstAtMs": 0, "lastAtMs": 269234 }, "gpu": { "available": true, "sampleCount": 54, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 54, "peakUsedMb": 36686, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 115926, "totalOutputTokens": 10532, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 9, "todayTokensIn": 154304, "todayTokensCached": 121528, "todayTokensOut": 4392, "todayCost": 0, "totalTurns": 9, "totalTokensIn": 154304, "totalTokensCached": 121528, "totalTokensOut": 4392, "totalCost": 0, "medianOutputTokensPerSec": 61.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 61.6, "turns": 9 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 9325, "outputTokens": 293, "cost": 0, "durationMs": 20446, "outputTokensPerSec": 77.48475978264993, "at": "2026-10-30T16:42:46.621Z" }, "lastUpdated": "2026-10-30T16:42:46.621Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T16:42:48.346Z" } }, "source": "engine-log" }, "derived": { "durationMs": 269794, "meanTokensPerSec": 70.35, "genTokensPerSec": 70.35, "genTokens": 10532, "promptTokensPerSec": 1535.13, "peakRssMb": 13634, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 154304, "output": 4392 } } } }, "facts": { "trialId": 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"sampleCount": 54, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 54, "peakUsedMb": 36686, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 115926, "totalOutputTokens": 10532, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 9, "todayTokensIn": 154304, "todayTokensCached": 121528, "todayTokensOut": 4392, "todayCost": 0, "totalTurns": 9, "totalTokensIn": 154304, "totalTokensCached": 121528, "totalTokensOut": 4392, "totalCost": 0, "medianOutputTokensPerSec": 61.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 61.6, "turns": 9 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 9325, "outputTokens": 293, "cost": 0, "durationMs": 20446, "outputTokensPerSec": 77.48475978264993, "at": "2026-10-30T16:42:46.621Z" }, "lastUpdated": "2026-10-30T16:42:46.621Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, 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Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "durationMs": 275213, "timeoutMs": 2700000, "budgetUsedFraction": 0.10193074074074074 }, "timing": { "startedAt": "2026-10-30T16:38:17.084Z", "finishedAt": "2026-10-30T16:42:52.297Z", "timeToFirstArtifactMs": 51882, "timeToLastArtifactWriteMs": 269538, "timeToFirstTokenMs": 16273, "firstTurnTtftMs": 12854, "timeToFirstToolCallMs": 18171 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 32, "byTool": { "get_task": 5, "list_tasks": 3, "craftbook_read": 1, "write_artifact": 2, "craftbook_write": 2, "read_task_notes": 1, "advance_task_step": 2, "read_file": 5, "message_gezel": 3, "list_gezels": 1, "ensure_gezel": 1, "write_task_note": 1, "update_task": 1, "write_file": 2, "replace_lines": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 1781, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 still carries the original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it" }, { "atMs": 32086, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 270767, "filePath": "craftbook-edit-midtask", "bytes": 1038, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } ], "latest": { "filePath": "craftbook-edit-midtask", "bytes": 1038, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T16:38:17.086Z] [trial] id=craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-38-17-084Z-pc2g scenario=craftbook-edit-midtask model=gemma4-12b-q4", "[2026-10-30T16:38:17.086Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-38-17-084Z-pc2g", "[2026-10-30T16:38:17.086Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T16:38:17.086Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T16:38:17.086Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T16:38:17.086Z] [trial] trialHome=/tmp/gezel-eval-craftbook-edit-midtask-tpsbaH", "[2026-10-30T16:38:17.087Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T16:38:17.088Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-edit-midtask-tpsbaH", "[2026-10-30T16:38:18.520Z] [trial] daemon spawned pid=746997 port=https://127.0.0.1:42269", "[2026-10-30T16:38:18.627Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T16:38:18.633Z] [trial] running scenario setup hook", "[2026-10-30T16:38:18.633Z] [trial] meester=malika", "[2026-10-30T16:38:18.827Z] [trial] scenario setup complete", "[2026-10-30T16:38:18.828Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T16:38:18.828Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T16:38:18.853Z] [poll] initial digests hard=21dd944097095698 soft=92b8a72af862ac84", "[2026-10-30T16:38:18.925Z] [poll] hard-progress: 21dd944097095698 → cf90bfd1c1ab7520 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T16:38:39.104Z] [poll] hard-progress: cf90bfd1c1ab7520 → 7da3b3a64a6894bb after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=25,stream=261) sniff=1/0B)", "[2026-10-30T16:38:44.154Z] [poll] hard-progress: 7da3b3a64a6894bb → 57f271db1f3be2dc after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=40,stream=693) sniff=1/0B)", "[2026-10-30T16:38:49.214Z] [poll] hard-progress: 57f271db1f3be2dc → 193c9e62db5e6ad1 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=54,stream=1411) sniff=3/0B)", "[2026-10-30T16:38:59.394Z] [poll] hard-progress: 193c9e62db5e6ad1 → d336501fad8fc2a2 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=86,stream=1937) sniff=3/0B)", "[2026-10-30T16:39:04.487Z] [poll] hard-progress: d336501fad8fc2a2 → 547d2c1a909af28e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=99,stream=2300) sniff=3/0B)", "[2026-10-30T16:39:09.563Z] [poll] hard-progress: 547d2c1a909af28e → 7a5236694b26c917 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=13,slot=113,stream=2578) sniff=3/0B)", "[2026-10-30T16:39:29.918Z] [poll] hard-progress: 7a5236694b26c917 → 9636e9647ae6e7a1 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=15,slot=174,stream=3800) sniff=3/0B)", "[2026-10-30T16:39:34.953Z] [poll] hard-progress: 9636e9647ae6e7a1 → 7ea333b8c3f4b716 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=16,slot=184,stream=3984) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 6.5, "compositeIgnoringProseFlag": 6.5, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 8, "why": "sniff 3/4" }, "efficiency": { "score": 3, "why": "budget=0.10 calls=32 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-38-17-084Z-pc2g/result.json", "sha256": "9e30b31c4812f3cf07b51a044c27eae373f0b4253c18b03ea1917e187f70373f" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-38-17-084Z-pc2g/facts.json", "sha256": "faff7cf868bca679ba323cdd2ea6f824f6d968dbceb5a655fdabe62cc3292d9e" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-38-17-084Z-pc2g/metrics.json", "sha256": "7cc01091d7e476150e20331dba15df91979948ecb2b57e030d09eb1e82bef4f1" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-edit-midtask", "trialId": "craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-42-52-976Z-nv2o", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-42-52-976Z-nv2o", "scenarioId": "craftbook-edit-midtask", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T16:42:52.977Z", "finishedAt": "2026-10-30T16:52:40.018Z", "durationMs": 587041, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on task quarterly-brief/1 craftbook; missing signals stayed unchanged: task quarterly-brief/1 still carries the original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it, task quarterly-brief/1's craftbook still has 2 steps — add a verification step at the end of the recipe. Last failure: task quarterly-brief/1 still carries the original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-42-52-976Z-nv2o", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-edit-midtask", "score": 2, "bytes": 1012, "deliverableMissing": false, "milestones": 2, "failReason": "task quarterly-brief/1 still carries the original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { 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original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it, task quarterly-brief/1's craftbook still has 2 steps — add a verification step at the end of the recipe. 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carries the original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T16:42:52.977Z] [trial] id=craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-42-52-976Z-nv2o scenario=craftbook-edit-midtask model=gemma4-12b-q4", "[2026-10-30T16:42:52.977Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-42-52-976Z-nv2o", "[2026-10-30T16:42:52.977Z] [trial] trialHome=/tmp/gezel-eval-craftbook-edit-midtask-VuUgTU", "[2026-10-30T16:42:52.977Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T16:42:52.977Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T16:42:52.978Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T16:42:52.978Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T16:42:52.979Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-edit-midtask-VuUgTU", "[2026-10-30T16:42:54.512Z] [trial] daemon spawned pid=751285 port=https://127.0.0.1:45683", "[2026-10-30T16:42:54.602Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T16:42:54.607Z] [trial] meester=malika", "[2026-10-30T16:42:54.607Z] [trial] running scenario setup hook", "[2026-10-30T16:42:54.820Z] [trial] scenario setup complete", "[2026-10-30T16:42:54.820Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T16:42:54.820Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T16:42:54.839Z] [poll] initial digests hard=f8cbb3022f46c918 soft=4a775ee2e6f2d260", "[2026-10-30T16:42:54.903Z] [poll] hard-progress: f8cbb3022f46c918 → a2122ce7130470cc after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T16:43:20.149Z] [poll] hard-progress: a2122ce7130470cc → 47810bc03dfed0d4 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=41,stream=528) sniff=1/0B)", "[2026-10-30T16:43:25.199Z] [poll] hard-progress: 47810bc03dfed0d4 → 48e8065385baff78 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=56,stream=1309) sniff=1/0B)", "[2026-10-30T16:43:35.430Z] [poll] hard-progress: 48e8065385baff78 → 206236e148a0967d after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=84,stream=2700) sniff=1/0B)", "[2026-10-30T16:43:40.465Z] [poll] hard-progress: 206236e148a0967d → a4085f355888d9b4 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=11,slot=98,stream=3025) sniff=1/0B)", "[2026-10-30T16:44:16.142Z] [poll] hard-progress: a4085f355888d9b4 → d9f95c968aef8ddd after 36s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=12,slot=203,stream=5212) sniff=1/0B)", "[2026-10-30T16:44:21.257Z] [poll] hard-progress: d9f95c968aef8ddd → 400a37ce8df63a40 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=13,slot=216,stream=5962) sniff=1/0B)", "[2026-10-30T16:44:26.356Z] [poll] hard-progress: 400a37ce8df63a40 → 2959b5ae2a121aa7 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=14,slot=231,stream=6196) sniff=1/0B)", "[2026-10-30T16:44:51.770Z] [poll] hard-progress: 2959b5ae2a121aa7 → b93f208a1c8d49e3 after 25s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=15,slot=283,stream=7017) sniff=1/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5.8, "compositeIgnoringProseFlag": 5.8, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 5, "why": "sniff 2/4" }, "efficiency": { "score": 3, "why": "budget=0.22 calls=61 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-42-52-976Z-nv2o/result.json", "sha256": "51f8ee618673a6fc9d94feb6b11756cc0f35b66db178304c92b1ea73186b2ad9" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-42-52-976Z-nv2o/facts.json", "sha256": "14b62d4fda46f307601a15becb06c2bc507324406d40d339581315a732045633" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-42-52-976Z-nv2o/metrics.json", "sha256": "b3fc34fbb39d7e7b6c05e279ca060fa8eab4c73f968820a786a381b9ad6224b7" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-edit-midtask", "trialId": "craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b", "scenarioId": "craftbook-edit-midtask", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T16:52:41.148Z", "finishedAt": "2026-10-30T16:58:48.491Z", "durationMs": 367343, "success": true, "reason": "diagnosed the unwinnable gate, rewrote the failing step prompt, grew the recipe with a verification step, and completed the task", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 72, "peakRssMb": 16454, "peakCpuPercent": 267.7, "firstAtMs": 0, "lastAtMs": 360711 }, "gpu": { "available": true, "sampleCount": 72, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 72, "peakUsedMb": 39501, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 83157, "totalOutputTokens": 15329, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 14, "todayTokensIn": 209290, "todayTokensCached": 191383, "todayTokensOut": 3606, "todayCost": 0, "totalTurns": 14, "totalTokensIn": 209290, "totalTokensCached": 191383, "totalTokensOut": 3606, "totalCost": 0, "medianOutputTokensPerSec": 58.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 58.6, "turns": 14 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 8072, "cachedInputTokens": 7917, "outputTokens": 35, "cost": 0, "durationMs": 22539, "outputTokensPerSec": 99.00211689820544, "at": "2026-10-30T16:58:40.923Z" }, "lastUpdated": "2026-10-30T16:58:40.923Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T16:58:43.893Z" } }, "source": "engine-log" }, "derived": { "durationMs": 361275, "meanTokensPerSec": 65.56, "genTokensPerSec": 65.56, "genTokens": 15329, "promptTokensPerSec": 1246.08, "peakRssMb": 16454, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 209290, "output": 3606 } } } }, "facts": { "trialId": "craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b", "scenarioId": "craftbook-edit-midtask", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 72, "peakRssMb": 16454, "peakCpuPercent": 267.7, "firstAtMs": 0, "lastAtMs": 360711 }, "gpu": { "available": true, "sampleCount": 72, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 72, "peakUsedMb": 39501, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 83157, "totalOutputTokens": 15329, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 14, "todayTokensIn": 209290, "todayTokensCached": 191383, "todayTokensOut": 3606, "todayCost": 0, "totalTurns": 14, "totalTokensIn": 209290, "totalTokensCached": 191383, "totalTokensOut": 3606, "totalCost": 0, "medianOutputTokensPerSec": 58.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 58.6, "turns": 14 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 8072, "cachedInputTokens": 7917, "outputTokens": 35, "cost": 0, "durationMs": 22539, "outputTokensPerSec": 99.00211689820544, "at": "2026-10-30T16:58:40.923Z" }, "lastUpdated": "2026-10-30T16:58:40.923Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T16:58:43.893Z" } }, "source": "engine-log" }, "derived": { "durationMs": 361275, "meanTokensPerSec": 65.56, "genTokensPerSec": 65.56, "genTokens": 15329, "promptTokensPerSec": 1246.08, "peakRssMb": 16454, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 209290, "output": 3606 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 4, "activationEvents": 4, "completed": 2, "gateApprovals": 2, "gateRejections": 3, "redrives": 0, "perStep": [ { "ref": "quarterly-brief/1", "stepId": "draft", "activatedAt": "2026-10-30T16:56:07.355Z", "completedAt": "2026-10-30T16:58:15.259Z", "ms": 127904, "gateRejections": 3, "toolCalls": 0, "sessionIds": [] }, { "ref": "quarterly-brief/1", "stepId": "verify-final-deliverable", "activatedAt": "2026-10-30T16:58:15.260Z", "completedAt": "2026-10-30T16:58:40.890Z", "ms": 25630, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "c7ed3a9c-786d-4e71-a6bb-9602c88e1d84" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T16:52:42.562Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T16:52:42.541Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 76767 }, "sessions": { "total": 4, "taskScoped": 1, "byGezel": { "julian": 1, "reza": 2, "reza-2": 1 }, "perTask": { "quarterly-brief/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.25, "maxMessages": 10, "maxContextFill": 0.08103179931640625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.08103179931640625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "diagnosed the unwinnable gate, rewrote the failing step prompt, grew the recipe with a verification step, and completed the task", "durationMs": 367343, "timeoutMs": 2700000, "budgetUsedFraction": 0.13605296296296296 }, "timing": { "startedAt": "2026-10-30T16:52:41.148Z", "finishedAt": "2026-10-30T16:58:48.491Z", "timeToFirstArtifactMs": 138449, "timeToLastArtifactWriteMs": 287140, "timeToFirstTokenMs": 16310, "firstTurnTtftMs": 12882, "timeToFirstToolCallMs": 22634 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 47, "byTool": { "list_tasks": 3, "get_task": 4, "craftbook_read": 2, "read_file": 6, "craftbook_write": 2, "advance_task_step": 5, "message_gezel": 4, "how_do_i": 1, "write_artifact": 6, "ensure_gezel": 2, "add_task_step": 2, "update_task": 3, "write_task_note": 2, "list_dir": 3, "write_file": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 1768, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 still carries the original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it" }, { "atMs": 123678, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 281075, "filePath": "craftbook-edit-midtask", "bytes": 545, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 286146, "filePath": "craftbook-edit-midtask", "bytes": 560, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 362249, "filePath": "craftbook-edit-midtask", "bytes": 560, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-edit-midtask", "bytes": 560, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T16:52:41.148Z] [trial] id=craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b scenario=craftbook-edit-midtask model=gemma4-12b-q4", "[2026-10-30T16:52:41.148Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b", "[2026-10-30T16:52:41.148Z] [trial] trialHome=/tmp/gezel-eval-craftbook-edit-midtask-Ep99J3", "[2026-10-30T16:52:41.148Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T16:52:41.148Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T16:52:41.148Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T16:52:41.149Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T16:52:41.149Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-edit-midtask-Ep99J3", "[2026-10-30T16:52:42.586Z] [trial] daemon spawned pid=760379 port=https://127.0.0.1:40807", "[2026-10-30T16:52:42.674Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T16:52:42.682Z] [trial] meester=aldric", "[2026-10-30T16:52:42.682Z] [trial] running scenario setup hook", "[2026-10-30T16:52:42.890Z] [trial] scenario setup complete", "[2026-10-30T16:52:42.890Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T16:52:42.890Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T16:52:42.911Z] [poll] initial digests hard=557e94bd465ec294 soft=fdbcb762d90e5dff", "[2026-10-30T16:52:42.970Z] [poll] hard-progress: 557e94bd465ec294 → 5446cda4a5ab295f after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T16:53:08.176Z] [poll] hard-progress: 5446cda4a5ab295f → 0282f56f3db526ea after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=43,stream=590) sniff=1/0B)", "[2026-10-30T16:53:13.235Z] [poll] hard-progress: 0282f56f3db526ea → 6948d4134a6fd28f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=57,stream=1163) sniff=1/0B)", "[2026-10-30T16:53:18.336Z] [poll] hard-progress: 6948d4134a6fd28f → c6578905c9b2dc4d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=71,stream=1653) sniff=1/0B)", "[2026-10-30T16:53:23.396Z] [poll] hard-progress: c6578905c9b2dc4d → 214ab37262a30990 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=7,slot=86,stream=1923) sniff=1/0B)", "[2026-10-30T16:54:29.586Z] [poll] hard-progress: 214ab37262a30990 → ca98a5f597f0f38e after 66s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=9,slot=281,stream=5483) sniff=1/0B)", "[2026-10-30T16:54:44.871Z] [poll] hard-progress: ca98a5f597f0f38e → 6d3d8cf1d8712def after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=10,slot=326,stream=6900) sniff=3/0B)", "[2026-10-30T16:54:54.968Z] [poll] hard-progress: 6d3d8cf1d8712def → 9ccb1c1929c137c7 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=11,slot=340,stream=7097) sniff=3/0B)", "[2026-10-30T16:55:00.088Z] [poll] hard-progress: 9ccb1c1929c137c7 → 6d50a3d153530f32 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=4,tools=12,slot=354,stream=7584) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.14 calls=47 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b/result.json", "sha256": "2efcae9333ecb2c9f3f43e70ec5e5c427fa37baecbec8bf66c4b6bb7b26913db" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b/facts.json", "sha256": "2667c32cbcb374449b6d3db544cd2e46b446cb69d1d95546995b2e014a7a03ea" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-gemma4-12b-q4-2026-10-30T16-52-41-148Z-xh6b/metrics.json", "sha256": "40e22af677f430a3964226b391f510b1a1ddd35cf35153368bf7f3a0c093c097" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-export-generalize", "trialId": "craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc", "success": false, "nonModelFailure": true, "result": { "trialId": "craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc", "scenarioId": "craftbook-export-generalize", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T18:01:54.203Z", "finishedAt": "2026-10-30T18:17:20.159Z", "durationMs": 925956, "success": false, "reason": "repair-exhausted (score plateau): 6 completed repairs with the scenario score frozen at 3 while the failing detail kept changing; latest checked file craftbook: supplier intake recipe. Last failure: task supplier-intake/1 (from craftbook \"supplier-intake-recipe\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-export-generalize", "score": 3, "bytes": 1362, "deliverableMissing": false, "milestones": 0, "failReason": "task supplier-intake/1 (from craftbook \"supplier-intake-recipe\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, "failureClass": "infra", "failureClassRule": "gate-unevaluable", "failureClassEvidence": "could not be evaluated — pausing without consuming an attempt: Gate configuration error: checks[0] minBytes.file ({{workPath}}), checks[1] s" }, "metrics": { "process": { "sampleCount": 182, "peakRssMb": 17823, "peakCpuPercent": 294.9, "firstAtMs": 0, "lastAtMs": 918368 }, "gpu": { "available": true, "sampleCount": 182, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 182, "peakUsedMb": 41115, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 170843, "totalOutputTokens": 31000, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 17, "todayTokensIn": 188841, "todayTokensCached": 156028, "todayTokensOut": 2248, "todayCost": 0, "totalTurns": 17, "totalTokensIn": 188841, "totalTokensCached": 156028, "totalTokensOut": 2248, "totalCost": 0, "medianOutputTokensPerSec": 67.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 67.6, "turns": 17 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11990, "outputTokens": 47, "cost": 0, "durationMs": 33816, "outputTokensPerSec": 94.7387065283207, "at": "2026-10-30T18:17:14.169Z" }, "lastUpdated": "2026-10-30T18:17:14.169Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T18:17:16.155Z" } }, "source": "engine-log" }, "derived": { "durationMs": 920475, "meanTokensPerSec": 69.93, "genTokensPerSec": 69.93, "genTokens": 31000, "promptTokensPerSec": 1431.69, "peakRssMb": 17823, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 188841, "output": 2248 } } } }, "facts": { "trialId": "craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc", "scenarioId": "craftbook-export-generalize", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 182, "peakRssMb": 17823, "peakCpuPercent": 294.9, "firstAtMs": 0, "lastAtMs": 918368 }, "gpu": { "available": true, "sampleCount": 182, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 182, "peakUsedMb": 41115, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 170843, "totalOutputTokens": 31000, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 17, "todayTokensIn": 188841, "todayTokensCached": 156028, "todayTokensOut": 2248, "todayCost": 0, "totalTurns": 17, "totalTokensIn": 188841, "totalTokensCached": 156028, "totalTokensOut": 2248, "totalCost": 0, "medianOutputTokensPerSec": 67.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 67.6, "turns": 17 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11990, "outputTokens": 47, "cost": 0, "durationMs": 33816, "outputTokensPerSec": 94.7387065283207, "at": "2026-10-30T18:17:14.169Z" }, "lastUpdated": "2026-10-30T18:17:14.169Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T18:17:16.155Z" } }, "source": "engine-log" }, "derived": { "durationMs": 920475, "meanTokensPerSec": 69.93, "genTokensPerSec": 69.93, "genTokens": 31000, "promptTokensPerSec": 1431.69, "peakRssMb": 17823, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 188841, "output": 2248 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 5, "redrives": 0, "perStep": [ { "ref": "supplier-intake/1", "stepId": "scope", "activatedAt": "2026-10-30T18:04:43.109Z", "completedAt": null, "ms": null, "gateRejections": 5, "toolCalls": 34, "sessionIds": [ "b4c5e62a-54a9-41ea-892c-0f4b490e95ee" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T18:01:55.596Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T18:01:55.574Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 3, "taskScoped": 1, "byGezel": { "alejandro": 1, "dayeon": 1, "reza": 1 }, "perTask": { "supplier-intake/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 17, "maxContextFill": 0.06920623779296875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.06920623779296875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "knowledge://bendyline/handboek/craftbook/dataset-clean", "knowledge://bendyline/handboek/craftbook/state-machine", "knowledge://bendyline/handboek/craftbook/data-export-migrate", "knowledge://bendyline/handboek/craftbook/message-queue-consumer", "knowledge://bendyline/handboek/craftbook/scrape-to-structured" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted (score plateau): 6 completed repairs with the scenario score frozen at 3 while the failing detail kept changing; latest checked file craftbook: supplier intake recipe. Last failure: task supplier-intake/1 (from craftbook \"supplier-intake-recipe\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "durationMs": 925956, "timeoutMs": 4800000, "budgetUsedFraction": 0.1929075 }, "timing": { "startedAt": "2026-10-30T18:01:54.203Z", "finishedAt": "2026-10-30T18:17:20.159Z", "timeToFirstArtifactMs": 48526, "timeToLastArtifactWriteMs": 919968, "timeToFirstTokenMs": 15594, "firstTurnTtftMs": 12237, "timeToFirstToolCallMs": 32521 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer", "Planner" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 70, "byTool": { "read_file": 5, "write_artifact": 6, "message_gezel": 2, "ensure_gezel": 1, "list_craftbooks": 1, "suggest_craftbook": 1, "craftbook_read": 1, "craftbook_write": 2, "invoke_craftbook": 1, "list_dir": 10, "make_dir": 1, "write_file": 9, "run_installed_script": 2, "replace_lines": 1, "write_task_note": 9, "list_artifacts": 1, "advance_task_step": 7, "set_task_status": 6, "ask_user_question": 4 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 1846, "filePath": "craftbook-export-generalize", "bytes": 0, "score": 1, "scoreMax": 6, "signals": [], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" }, { "atMs": 73470, "filePath": "craftbook-export-generalize", "bytes": 941, "score": 2, "scoreMax": 6, "signals": [], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" }, { "atMs": 78578, "filePath": "craftbook-export-generalize", "bytes": 1309, "score": 3, "scoreMax": 6, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — generalize the Q1 pass into a saved reusable recipe (export the finished task with export_task_craftbook, or author it with craftbook_write)" }, { "atMs": 165616, "filePath": "craftbook-export-generalize", "bytes": 1362, "score": 3, "scoreMax": 6, "signals": [], "failReason": "no task has been created from craftbook \"supplier-intake-recipe\" yet — invoke it on this project so the Q2 pass is produced BY the recipe" }, { "atMs": 170769, "filePath": "craftbook-export-generalize", "bytes": 1362, "score": 3, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"supplier-intake-recipe\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 416286, "filePath": "craftbook-export-generalize", "bytes": 1362, "score": 3, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"supplier-intake-recipe\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 875378, "filePath": "craftbook-export-generalize", "bytes": 1362, "score": 3, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"supplier-intake-recipe\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 885738, "filePath": "craftbook-export-generalize", "bytes": 1362, "score": 3, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"supplier-intake-recipe\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } ], "latest": { "filePath": "craftbook-export-generalize", "bytes": 1362, "score": 3, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"supplier-intake-recipe\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } }, "autoAnswer": { "total": 4, "byKind": { "structured": 4, "inline": 0 }, "events": [ { "atMs": 787670, "kind": "structured", "gezel": "dayeon", "question": "How would you like me to proceed given this infrastructure blocker? The complet…", "chose": "write-in (proceed-now)" }, { "atMs": 813117, "kind": "structured", "gezel": "dayeon", "question": "How should we proceed with this infrastructure blocker? I have attempted to adv…", "chose": "write-in (default)" }, { "atMs": 848758, "kind": "structured", "gezel": "dayeon", "question": "How would you like to proceed? The scope for Q2 Supplier Intake is complete. Be…", "chose": "write-in (default)" }, { "atMs": 889407, "kind": "structured", "gezel": "dayeon", "question": "How would you like me to proceed? I have completed the scoping phase and drafte…", "chose": "write-in (proceed-now)" } ] }, "miscEvents": [ "[2026-10-30T18:01:54.204Z] [trial] id=craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc scenario=craftbook-export-generalize model=gemma4-12b-q4", "[2026-10-30T18:01:54.204Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc", "[2026-10-30T18:01:54.204Z] [trial] trialHome=/tmp/gezel-eval-craftbook-export-generalize-fIIzY0", "[2026-10-30T18:01:54.204Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T18:01:54.204Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T18:01:54.205Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T18:01:54.206Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T18:01:54.207Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-export-generalize-fIIzY0", "[2026-10-30T18:01:55.651Z] [trial] daemon spawned pid=889548 port=https://127.0.0.1:34079", "[2026-10-30T18:01:55.754Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T18:01:55.760Z] [trial] meester=ines", "[2026-10-30T18:01:55.760Z] [trial] running scenario setup hook", "[2026-10-30T18:01:55.918Z] [trial] scenario setup complete", "[2026-10-30T18:01:55.918Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T18:01:55.918Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T18:01:55.945Z] [poll] initial digests hard=4512d5c0da50a33b soft=51cedcff7a9527de", "[2026-10-30T18:01:56.109Z] [poll] hard-progress: 4512d5c0da50a33b → a1c8337c49eb721f after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T18:02:26.779Z] [poll] hard-progress: a1c8337c49eb721f → dcf9b34dafac278b after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=64,stream=1015) sniff=1/0B)", "[2026-10-30T18:02:31.957Z] [poll] hard-progress: dcf9b34dafac278b → 943396489e78b6cb after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=77,stream=1508) sniff=1/0B)", "[2026-10-30T18:02:37.043Z] [poll] hard-progress: 943396489e78b6cb → 1ddd6ac18ab6a6e5 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=93,stream=2045) sniff=1/0B)", "[2026-10-30T18:02:42.194Z] [poll] hard-progress: 1ddd6ac18ab6a6e5 → 9ed0da0bdd8d8fa2 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=6,slot=106,stream=2459) sniff=1/0B)", "[2026-10-30T18:02:57.462Z] [poll] hard-progress: 9ed0da0bdd8d8fa2 → c9a48a2bd6e7a2fb after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=7,slot=128,stream=2840) sniff=1/0B)", "[2026-10-30T18:03:02.587Z] [poll] hard-progress: c9a48a2bd6e7a2fb → fc328a557806caa6 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=9,slot=143,stream=3142) sniff=1/0B)", "[2026-10-30T18:03:07.738Z] [poll] hard-progress: fc328a557806caa6 → 59b63053b0ca3516 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=159,stream=4032) sniff=2/941B)", "[2026-10-30T18:03:12.812Z] [poll] hard-progress: 59b63053b0ca3516 → 775ffb62f9926b10 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=11,slot=165,stream=4155) sniff=3/1309B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5, "compositeIgnoringProseFlag": 5, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted (score plateau): 6 comp" }, "quality": { "score": 5, "why": "sniff 3/6" }, "efficiency": { "score": 3, "why": "budget=0.19 calls=70 (interpolated)" }, "behavior": { "score": 5, "why": "autoAnswer=4" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc/result.json", "sha256": "fadae72ee88e5643b0c09645effb501f4417e8a67f620ab174fdfaf90c257c0a" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc/facts.json", "sha256": "11891681fe11eb7c453809491cb199dd0692fd8acca0624948af0ee98124679a" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-01-54-202Z-cnxc/metrics.json", "sha256": "3c061cdaf61816f2544b6e4c7b6dae1795721350bf778b3e8074bf96061250ae" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-export-generalize", "trialId": "craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y", "scenarioId": "craftbook-export-generalize", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T18:17:21.247Z", "finishedAt": "2026-10-30T18:53:20.613Z", "durationMs": 2159366, "success": false, "reason": "retry loop (stall-path): sniff \"craftbook-export-generalize:5:targetnone:fr1dzrjs8:rp0:rf0\" stuck for 18m — artifact scored but stalled 18m despite 35 tool calls (4 re-writes). Artifact produced but never reached success (retry-loop nudge was sent and ignored).", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-export-generalize", "score": 5, "bytes": 3702, "deliverableMissing": false, "failReason": "no reusable authored craftbook with at least 2 steps exists yet — generalize the Q1 pass into a saved reusable recipe (export the finished task with export_task_craftbook, or author it with craftbook_write)" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 425, "peakRssMb": 19095, "peakCpuPercent": 233.8, "firstAtMs": 0, "lastAtMs": 2152392 }, "gpu": { "available": true, "sampleCount": 425, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 425, "peakUsedMb": 42553, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 463310, "totalOutputTokens": 75653, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 70, "todayTokensIn": 1471450, "todayTokensCached": 1313527, "todayTokensOut": 27181, "todayCost": 0, "totalTurns": 70, "totalTokensIn": 1471450, "totalTokensCached": 1313527, "totalTokensOut": 27181, "totalCost": 0, "medianOutputTokensPerSec": 61.4, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 61.4, "turns": 70 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 646, "outputTokens": 387, "cost": 0, "durationMs": 6910, "outputTokensPerSec": 75.64047494379874, "at": "2026-10-30T18:52:27.000Z" }, "lastUpdated": "2026-10-30T18:52:27.000Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T18:53:18.182Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2155470, "meanTokensPerSec": 64.99, "genTokensPerSec": 64.99, "genTokens": 75653, "promptTokensPerSec": 1468.67, "peakRssMb": 19095, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 1471450, "output": 27181 } } } }, "facts": { "trialId": "craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y", "scenarioId": "craftbook-export-generalize", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 425, "peakRssMb": 19095, "peakCpuPercent": 233.8, "firstAtMs": 0, "lastAtMs": 2152392 }, "gpu": { "available": true, "sampleCount": 425, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 425, "peakUsedMb": 42553, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 463310, "totalOutputTokens": 75653, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 70, "todayTokensIn": 1471450, "todayTokensCached": 1313527, "todayTokensOut": 27181, "todayCost": 0, "totalTurns": 70, "totalTokensIn": 1471450, "totalTokensCached": 1313527, "totalTokensOut": 27181, "totalCost": 0, "medianOutputTokensPerSec": 61.4, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 61.4, "turns": 70 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 646, "outputTokens": 387, "cost": 0, "durationMs": 6910, "outputTokensPerSec": 75.64047494379874, "at": "2026-10-30T18:52:27.000Z" }, "lastUpdated": "2026-10-30T18:52:27.000Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T18:53:18.182Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2155470, "meanTokensPerSec": 64.99, "genTokensPerSec": 64.99, "genTokens": 75653, "promptTokensPerSec": 1468.67, "peakRssMb": 19095, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 1471450, "output": 27181 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T18:17:22.642Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T18:17:22.627Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 2, "taskScoped": 0, "byGezel": { "marton": 1, "reza": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 63, "maxContextFill": 0.1225738525390625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.1225738525390625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (stall-path): sniff \"craftbook-export-generalize:5:targetnone:fr1dzrjs8:rp0:rf0\" stuck for 18m — artifact scored but stalled 18m despite 35 tool calls (4 re-writes). Artifact produced but never reached success (retry-loop nudge was sent and ignored).", "durationMs": 2159366, "timeoutMs": 4800000, "budgetUsedFraction": 0.44986791666666665 }, "timing": { "startedAt": "2026-10-30T18:17:21.247Z", "finishedAt": "2026-10-30T18:53:20.613Z", "timeToFirstArtifactMs": 70985, "timeToLastArtifactWriteMs": 1918818, "timeToFirstTokenMs": 16680, "firstTurnTtftMs": 13268, "timeToFirstToolCallMs": 23057 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 85, "byTool": { "read_file": 5, "write_artifact": 9, "craftbook_read": 1, "craftbook_write": 5, "list_project_gezels": 1, "ensure_gezel": 1, "message_gezel": 24, "list_dir": 3, "search_history": 1, "save_memory": 1, "write_file": 16, "make_dir": 1, "list_tasks": 3, "list_craftbooks": 7, "suggest_craftbook": 2, "search_memory": 1, "ask_user_question": 2, "run_nodejs_script": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 18 }, "sniff": { "progression": [ { "atMs": 1860, "filePath": "craftbook-export-generalize", "bytes": 0, "score": 1, "scoreMax": 6, "signals": [], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" }, { "atMs": 475276, "filePath": "craftbook-export-generalize", "bytes": 940, "score": 2, "scoreMax": 6, "signals": [], "failReason": "out/q1-clean.json does not exist yet — write the cleaned Q1 supplier records there as one list of supplier entries" }, { "atMs": 1068364, "filePath": "craftbook-export-generalize", "bytes": 2442, "score": 4, "scoreMax": 6, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — generalize the Q1 pass into a saved reusable recipe (export the finished task with export_task_craftbook, or author it with craftbook_write)" }, { "atMs": 1073469, "filePath": "craftbook-export-generalize", "bytes": 3492, "score": 5, "scoreMax": 6, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — generalize the Q1 pass into a saved reusable recipe (export the finished task with export_task_craftbook, or author it with craftbook_write)" }, { "atMs": 1876671, "filePath": "craftbook-export-generalize", "bytes": 3702, "score": 5, "scoreMax": 6, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — generalize the Q1 pass into a saved reusable recipe (export the finished task with export_task_craftbook, or author it with craftbook_write)" } ], "latest": { "filePath": "craftbook-export-generalize", "bytes": 3702, "score": 5, "scoreMax": 6, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — generalize the Q1 pass into a saved reusable recipe (export the finished task with export_task_craftbook, or author it with craftbook_write)" } }, "autoAnswer": { "total": 2, "byKind": { "structured": 2, "inline": 0 }, "events": [ { "atMs": 1596139, "kind": "structured", "gezel": "marton", "question": "The files for Q1 and Q2 have been created as requested. Since we are waiting for…", "chose": "write-in (default)" }, { "atMs": 1702918, "kind": "structured", "gezel": "marton", "question": "The craftbook has been submitted. Please provide the specific instructions or th…", "chose": "write-in (default)" } ] }, "miscEvents": [ "[2026-10-30T18:17:21.248Z] [trial] id=craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y scenario=craftbook-export-generalize model=gemma4-12b-q4", "[2026-10-30T18:17:21.248Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y", "[2026-10-30T18:17:21.248Z] [trial] trialHome=/tmp/gezel-eval-craftbook-export-generalize-gXN5wV", "[2026-10-30T18:17:21.248Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T18:17:21.248Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T18:17:21.248Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T18:17:21.248Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T18:17:21.249Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-export-generalize-gXN5wV", "[2026-10-30T18:17:22.688Z] [trial] daemon spawned pid=903334 port=https://127.0.0.1:37013", "[2026-10-30T18:17:22.788Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T18:17:22.797Z] [trial] meester=rafael", "[2026-10-30T18:17:22.797Z] [trial] running scenario setup hook", "[2026-10-30T18:17:22.968Z] [trial] scenario setup complete", "[2026-10-30T18:17:22.969Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T18:17:22.969Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T18:17:22.992Z] [poll] initial digests hard=a8313ac01c0c8342 soft=61b812bca63a0648", "[2026-10-30T18:17:23.137Z] [poll] hard-progress: a8313ac01c0c8342 → e0231e69a4be73f2 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T18:17:48.681Z] [poll] hard-progress: e0231e69a4be73f2 → 3e52b51c16f3af21 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=43,stream=830) sniff=1/0B)", "[2026-10-30T18:17:53.811Z] [poll] hard-progress: 3e52b51c16f3af21 → 973ef0af7c603572 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=58,stream=1526) sniff=1/0B)", "[2026-10-30T18:17:58.935Z] [poll] hard-progress: 973ef0af7c603572 → 8d46a0e1b5ad22be after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=73,stream=2184) sniff=1/0B)", "[2026-10-30T18:18:03.994Z] [poll] hard-progress: 8d46a0e1b5ad22be → c254d7df0ddeb8be after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=89,stream=2819) sniff=1/0B)", "[2026-10-30T18:18:09.111Z] [poll] hard-progress: c254d7df0ddeb8be → a82b8f5b4c70af1e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=103,stream=3502) sniff=1/0B)", "[2026-10-30T18:18:14.253Z] [poll] hard-progress: a82b8f5b4c70af1e → 5a0e0ea58e2c1b0d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=119,stream=3782) sniff=1/0B)", "[2026-10-30T18:18:24.493Z] [poll] hard-progress: 5a0e0ea58e2c1b0d → b4a404eb0d9579d8 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=148,stream=4938) sniff=1/0B)", "[2026-10-30T18:18:29.608Z] [poll] hard-progress: b4a404eb0d9579d8 → 2762677a44892ea8 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=162,stream=5477) sniff=1/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5, "compositeIgnoringProseFlag": 5, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 8, "why": "sniff 5/6" }, "efficiency": { "score": 3, "why": "budget=0.45 calls=85 (interpolated)" }, "behavior": { "score": 8, "why": "autoAnswer=2 (interpolated)" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y/result.json", "sha256": "d914ba3aac3e750219b21795b1db9be3730cb7c55fc45ac51faf397fd5118a34" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y/facts.json", "sha256": "c29778d812a47b46c3b22cbbc9228324e98296577c2381e43f0d22a30060598e" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-17-21-246Z-5q5y/metrics.json", "sha256": "4cb1185855fee3e6e118728ea4f75e3bacc3c0b6db71f0bcb1f64565070edc3d" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-export-generalize", "trialId": "craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-53-21-232Z-h98m", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-53-21-232Z-h98m", "scenarioId": "craftbook-export-generalize", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T18:53:21.234Z", "finishedAt": "2026-10-30T19:08:13.817Z", "durationMs": 892583, "success": false, "reason": "chat stalled for 304s — daemon reachable but issuing no model turns (soft digest stuck at 3c44785899c3b8dd) (re-engage nudge was sent and ignored)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-53-21-232Z-h98m", "failureMode": "chat-stalled", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-export-generalize", "score": 1, "bytes": 0, "deliverableMissing": true, "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 176, "peakRssMb": 13069, "peakCpuPercent": 176.9, "firstAtMs": 0, "lastAtMs": 886076 }, "gpu": { "available": true, "sampleCount": 176, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 176, "peakUsedMb": 36813, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 22822, "totalOutputTokens": 14713, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 157557, "todayTokensCached": 154053, "todayTokensOut": 3199, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 157557, "totalTokensCached": 154053, "totalTokensOut": 3199, "totalCost": 0, "medianOutputTokensPerSec": 55.2, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 55.2, "turns": 8 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 22734, "cachedInputTokens": 22243, "outputTokens": 1939, "cost": 0, "durationMs": 33644, "outputTokensPerSec": 59.44839618472586, "at": "2026-10-30T19:03:06.605Z" }, "lastUpdated": "2026-10-30T19:03:06.605Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T19:08:13.484Z" } }, "source": "engine-log" }, "derived": { "durationMs": 890674, "meanTokensPerSec": 65.43, "genTokensPerSec": 65.43, "genTokens": 14713, "promptTokensPerSec": 1105.6, "peakRssMb": 13069, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 157557, "output": 3199 } } } }, "facts": { "trialId": "craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-53-21-232Z-h98m", "scenarioId": "craftbook-export-generalize", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-53-21-232Z-h98m", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 176, "peakRssMb": 13069, "peakCpuPercent": 176.9, "firstAtMs": 0, "lastAtMs": 886076 }, "gpu": { "available": true, "sampleCount": 176, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 176, "peakUsedMb": 36813, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 22822, "totalOutputTokens": 14713, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 157557, "todayTokensCached": 154053, "todayTokensOut": 3199, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 157557, "totalTokensCached": 154053, "totalTokensOut": 3199, "totalCost": 0, "medianOutputTokensPerSec": 55.2, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 55.2, "turns": 8 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 22734, "cachedInputTokens": 22243, "outputTokens": 1939, "cost": 0, "durationMs": 33644, "outputTokensPerSec": 59.44839618472586, "at": "2026-10-30T19:03:06.605Z" }, "lastUpdated": "2026-10-30T19:03:06.605Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T19:08:13.484Z" } }, "source": "engine-log" }, "derived": { "durationMs": 890674, "meanTokensPerSec": 65.43, "genTokensPerSec": 65.43, "genTokens": 14713, "promptTokensPerSec": 1105.6, "peakRssMb": 13069, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 157557, "output": 3199 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T18:53:22.789Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T18:53:22.758Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "reza": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 11, "maxContextFill": 0.09211349487304688, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.09211349487304688 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "chat-stalled", "reason": "chat stalled for 304s — daemon reachable but issuing no model turns (soft digest stuck at 3c44785899c3b8dd) (re-engage nudge was sent and ignored)", "durationMs": 892583, "timeoutMs": 4800000, "budgetUsedFraction": 0.18595479166666667 }, "timing": { "startedAt": "2026-10-30T18:53:21.234Z", "finishedAt": "2026-10-30T19:08:13.817Z", "timeToFirstArtifactMs": 70063, "timeToLastArtifactWriteMs": 474921, "timeToFirstTokenMs": 15658, "firstTurnTtftMs": 12202, "timeToFirstToolCallMs": 40784 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 16, "byTool": { "read_file": 2, "write_artifact": 6, "craftbook_read": 1, "craftbook_write": 6, "create_task": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 1955, "filePath": "craftbook-export-generalize", "bytes": 0, "score": 1, "scoreMax": 6, "signals": [], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" } ], "latest": { "filePath": "craftbook-export-generalize", "bytes": 0, "score": 1, "scoreMax": 6, "signals": [], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T18:53:21.236Z] [trial] id=craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-53-21-232Z-h98m scenario=craftbook-export-generalize model=gemma4-12b-q4", "[2026-10-30T18:53:21.236Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T18:53:21.236Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-53-21-232Z-h98m", "[2026-10-30T18:53:21.236Z] [trial] trialHome=/tmp/gezel-eval-craftbook-export-generalize-VDaHaX", "[2026-10-30T18:53:21.236Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T18:53:21.237Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T18:53:21.237Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T18:53:21.239Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-export-generalize-VDaHaX", "[2026-10-30T18:53:22.777Z] [trial] daemon spawned pid=981580 port=https://127.0.0.1:34291", "[2026-10-30T18:53:22.877Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T18:53:22.883Z] [trial] meester=linnea", "[2026-10-30T18:53:22.883Z] [trial] running scenario setup hook", "[2026-10-30T18:53:23.046Z] [trial] scenario setup complete", "[2026-10-30T18:53:23.047Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T18:53:23.047Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T18:53:23.070Z] [poll] initial digests hard=82d40e9cee27b36f soft=8f8508625c84f3b6", "[2026-10-30T18:53:23.222Z] [poll] hard-progress: 82d40e9cee27b36f → 738ec7a0d84b2985 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T18:54:04.081Z] [poll] hard-progress: 738ec7a0d84b2985 → 8e49a2d7969f67dc after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=92,stream=1700) sniff=1/0B)", "[2026-10-30T18:54:09.201Z] [poll] hard-progress: 8e49a2d7969f67dc → 794dd24270759123 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=107,stream=2544) sniff=1/0B)", "[2026-10-30T18:54:14.328Z] [poll] hard-progress: 794dd24270759123 → 43979cbeeae898b1 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=122,stream=2990) sniff=1/0B)", "[2026-10-30T18:54:19.466Z] [poll] hard-progress: 43979cbeeae898b1 → e1cf761cf214dbef after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=136,stream=3564) sniff=1/0B)", "[2026-10-30T18:54:24.582Z] [poll] hard-progress: e1cf761cf214dbef → f4519fc3c6725f18 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=150,stream=4340) sniff=1/0B)", "[2026-10-30T18:54:29.707Z] [poll] hard-progress: f4519fc3c6725f18 → e0853b57dd03016d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=165,stream=4839) sniff=1/0B)", "[2026-10-30T18:54:55.308Z] [poll] hard-progress: e0853b57dd03016d → 732f2d873c6dcab9 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=242,stream=6677) sniff=1/0B)", "[2026-10-30T18:55:26.010Z] [poll] hard-progress: 732f2d873c6dcab9 → 15be384bc72b99ef after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=335,stream=8807) sniff=1/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 3.6, "compositeIgnoringProseFlag": 3.6, "band": "framework-gap", "axes": { "completion": { "score": 0, "why": "failureMode=chat-stalled; little output" }, "quality": { "score": 2, "why": "sniff 1/6" }, "efficiency": { "score": 8, "why": "budget=0.19 calls=16 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-gemma4-12b-q4-2026-10-30T18-53-21-232Z-h98m/result.json", "sha256": "a3fe1672d543a794a1862da3e225d67e7b360614ad02c8783585223b7b45a217" }, "facts.json": { "path": 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"engine": "llama-cpp", "startedAt": "2026-10-30T16:31:29.265Z", "finishedAt": "2026-10-30T16:32:39.726Z", "durationMs": 70461, "success": true, "reason": "task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-gemma4-12b-q4-2026-10-30T16-31-29-264Z-eaco", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 13, "peakRssMb": 7241, "peakCpuPercent": 262.6, "firstAtMs": 0, "lastAtMs": 61060 }, "gpu": { "available": true, "sampleCount": 13, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 13, "peakUsedMb": 30413, "totalMb": 124546 }, "usage": { "available": true, 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llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-find-vs-create-JalH3h", "[2026-10-30T16:31:30.812Z] [trial] daemon spawned pid=712592 port=https://127.0.0.1:36233", "[2026-10-30T16:31:30.917Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T16:31:30.927Z] [trial] meester=cassian", "[2026-10-30T16:31:30.927Z] [trial] running scenario setup hook", "[2026-10-30T16:31:31.071Z] [trial] scenario setup complete", "[2026-10-30T16:31:31.074Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T16:31:31.073Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T16:31:31.117Z] [poll] initial digests hard=60afcf008bc87859 soft=660b9377d8cd6359", "[2026-10-30T16:31:31.271Z] [poll] hard-progress: 60afcf008bc87859 → b63971bfd0443f73 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/3B)", "[2026-10-30T16:32:07.021Z] [poll] hard-progress: b63971bfd0443f73 → d852418ee23e9190 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=78,stream=1493) sniff=1/3B)", "[2026-10-30T16:32:27.514Z] [poll] hard-progress: d852418ee23e9190 → 10fe58b7b284dc01 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=137,stream=2904) sniff=1/3B)", "[2026-10-30T16:32:32.554Z] [poll] terminal: success=true reason=task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored", "[2026-10-30T16:32:32.991Z] [capture] dumped 2 session(s)", "[2026-10-30T16:32:32.993Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-30T16:32:33.013Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T16:32:39.725Z] [trial] daemon shut down", "[2026-10-30T16:32:39.727Z] [trial] PASS duration=70461ms reason=task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" 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id=craftbook-find-vs-create-gemma4-12b-q4-2026-10-30T16-32-40-200Z-owz3 scenario=craftbook-find-vs-create model=gemma4-12b-q4", "[2026-10-30T16:32:40.201Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-gemma4-12b-q4-2026-10-30T16-32-40-200Z-owz3", "[2026-10-30T16:32:40.201Z] [trial] trialHome=/tmp/gezel-eval-craftbook-find-vs-create-oWYDeG", "[2026-10-30T16:32:40.201Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T16:32:40.201Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T16:32:40.201Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T16:32:40.202Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T16:32:40.202Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-find-vs-create-oWYDeG", "[2026-10-30T16:32:41.736Z] [trial] daemon spawned pid=741218 port=https://127.0.0.1:41793", "[2026-10-30T16:32:41.841Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T16:32:41.845Z] [trial] meester=malika", "[2026-10-30T16:32:41.845Z] [trial] running scenario setup hook", "[2026-10-30T16:32:41.968Z] [trial] scenario setup complete", "[2026-10-30T16:32:41.968Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T16:32:41.968Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T16:32:41.991Z] [poll] initial digests hard=7059fad931d8794a soft=4ab83b974937703a", "[2026-10-30T16:32:42.129Z] [poll] hard-progress: 7059fad931d8794a → a5b900a0b9a4f10f after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/3B)", "[2026-10-30T16:33:07.708Z] [poll] hard-progress: a5b900a0b9a4f10f → 18b3af2415aaef97 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=50,stream=896) sniff=1/3B)", "[2026-10-30T16:33:28.257Z] [poll] hard-progress: 18b3af2415aaef97 → 08745b37d588810d after 21s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=2,slot=113,stream=2352) sniff=1/3B)", "[2026-10-30T16:33:43.656Z] [poll] hard-progress: 08745b37d588810d → 5e13f9025fe64edb after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=143,stream=3072) sniff=1/3B)", "[2026-10-30T16:34:09.206Z] [poll] hard-progress: 5e13f9025fe64edb → 97d832b99766b8ac after 26s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=4,tools=6,slot=189,stream=3799) sniff=1/3B)", "[2026-10-30T16:34:14.318Z] [poll] hard-progress: 97d832b99766b8ac → d3af823a75f3d3d7 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=4,tools=9,slot=204,stream=4159) sniff=1/3B)", "[2026-10-30T16:34:19.466Z] [poll] hard-progress: d3af823a75f3d3d7 → 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0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T16:38:06.831Z" } }, "source": "engine-log" }, "derived": { "durationMs": 107975, "meanTokensPerSec": 73.04, "genTokensPerSec": 73.04, "genTokens": 4391, "promptTokensPerSec": 1656.97, "peakRssMb": 11806, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 12009, "output": 33 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-find-vs-create", "scoreAxes": { "visualQuality": 1, "functionalCompleteness": 0, "codeQuality": 2, "polish": 0 }, "meanScore": 0.8, "justification": "The artifact is a bare placeholder HTML page with no implementation of the brief. The agent was asked to call suggest_craftbook and invoke_craftbook to set up an SEO/meta task, but instead returned a static stub page with no meta tags, no social preview cards, no task creation, and none of the required tooling calls.", "durationMs": 4950 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 5 }, "steps": { "activated": 5, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "our-shop-site-s-pages-under-pages-look/2", "stepId": "first-draft", "activatedAt": "2026-10-30T16:37:04.085Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "68d10dc0-0e59-41db-a942-2dddf6a69324" ] }, { "ref": "shop-site-pages/1", "stepId": "scope", "activatedAt": "2026-10-30T16:38:02.799Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "our-shop-site-s-pages-under-pages-look/1", "stepId": "wait-for-schedule", "activatedAt": "2026-10-30T16:37:04.020Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T16:36:18.870Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T16:36:18.832Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 3, "taskScoped": 1, "byGezel": { "radek": 2, "zephyr": 1 }, "perTask": { "our-shop-site-s-pages-under-pages-look/2": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.2, "maxMessages": 3, "maxContextFill": 0.06206512451171875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.06206512451171875 }, "fanout": { "hosts": 1, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 5, "tasksWithReferences": 1, "items": 5, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/seo-meta-pack", "knowledge://bendyline/handboek/craftbook/youtube-chapters-seo", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/gezel-app-page-style-guide" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored", "durationMs": 115891, "timeoutMs": 1200000, "budgetUsedFraction": 0.09657583333333333 }, "timing": { "startedAt": "2026-10-30T16:36:17.384Z", "finishedAt": "2026-10-30T16:38:13.275Z", "timeToFirstArtifactMs": null, "timeToLastArtifactWriteMs": null, "timeToFirstTokenMs": 14546, "firstTurnTtftMs": 11162, "timeToFirstToolCallMs": 26438 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 8, "byTool": { "list_dir": 1, "list_artifacts": 1, "suggest_work": 2, "search": 1, "start_work": 1, "suggest_craftbook": 1, "invoke_craftbook": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/shop-site-pages/pages/index.html", "finalBytes": 168, "growth": [] }, { "path": "workspace/shop-site-pages/pages/shipping.html", "finalBytes": 165, "growth": [] } ], "imageFiles": [], "otherFileCount": 23 }, "sniff": { "progression": [ { "atMs": 1813, "filePath": "craftbook-find-vs-create", "bytes": 3, "score": 1, "scoreMax": 2, "signals": [], "failReason": "no task sourced from the bundled \"seo-meta-pack\" craftbook exists yet — search the recipe library for the page-metadata recipe and invoke it on this project" } ], "latest": { "filePath": "craftbook-find-vs-create", "bytes": 3, "score": 1, "scoreMax": 2, "signals": [], "failReason": "no task sourced from the bundled \"seo-meta-pack\" craftbook exists yet — search the recipe library for the page-metadata recipe and invoke it on this project" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T16:36:17.384Z] [trial] id=craftbook-find-vs-create-gemma4-12b-q4-2026-10-30T16-36-17-383Z-hdnl scenario=craftbook-find-vs-create model=gemma4-12b-q4", "[2026-10-30T16:36:17.384Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-gemma4-12b-q4-2026-10-30T16-36-17-383Z-hdnl", "[2026-10-30T16:36:17.384Z] [trial] trialHome=/tmp/gezel-eval-craftbook-find-vs-create-iAYpM5", "[2026-10-30T16:36:17.385Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T16:36:17.385Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T16:36:17.385Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T16:36:17.386Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T16:36:17.387Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-find-vs-create-iAYpM5", "[2026-10-30T16:36:18.826Z] [trial] daemon spawned pid=744935 port=https://127.0.0.1:36293", "[2026-10-30T16:36:18.932Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T16:36:18.937Z] [trial] meester=zephyr", "[2026-10-30T16:36:18.937Z] [trial] running scenario setup hook", "[2026-10-30T16:36:19.062Z] [trial] scenario setup complete", "[2026-10-30T16:36:19.062Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T16:36:19.062Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T16:36:19.084Z] [poll] initial digests hard=cdf8bf867c0fe98d soft=62548b9df83426c9", "[2026-10-30T16:36:19.220Z] [poll] hard-progress: cdf8bf867c0fe98d → 679052ba798e51e3 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/3B)", "[2026-10-30T16:36:44.754Z] [poll] hard-progress: 679052ba798e51e3 → f06940d3ad74f698 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=47,stream=862) sniff=1/3B)", "[2026-10-30T16:36:49.887Z] [poll] hard-progress: f06940d3ad74f698 → 392e1f9622eae451 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=62,stream=1221) sniff=1/3B)", "[2026-10-30T16:37:05.234Z] [poll] hard-progress: 392e1f9622eae451 → 1251422f3dfe4bc5 after 15s (workspaceProjects=4 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=106,stream=2292) sniff=1/3B)", "[2026-10-30T16:37:10.361Z] [poll] hard-progress: 1251422f3dfe4bc5 → 5dbad5aa954f10c0 after 5s (workspaceProjects=4 sessions=3 daemon[src=service-telemetry](turns=2,tools=4,slot=106,stream=2292) sniff=1/3B)", "[2026-10-30T16:37:41.063Z] [poll] hard-progress: 5dbad5aa954f10c0 → 5421ecb9a658b876 after 31s (workspaceProjects=4 sessions=3 daemon[src=service-telemetry](turns=3,tools=5,slot=167,stream=3616) sniff=1/3B)", "[2026-10-30T16:37:51.283Z] [poll] hard-progress: 5421ecb9a658b876 → e8e3e4d25d65c47f after 10s (workspaceProjects=4 sessions=3 daemon[src=service-telemetry](turns=3,tools=6,slot=182,stream=3932) sniff=1/3B)", "[2026-10-30T16:38:01.488Z] [poll] hard-progress: e8e3e4d25d65c47f → 0cb7f01ffd4aaf56 after 10s (workspaceProjects=4 sessions=3 daemon[src=service-telemetry](turns=3,tools=7,slot=207,stream=4492) sniff=1/3B)", "[2026-10-30T16:38:06.569Z] [poll] terminal: success=true reason=task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-find-vs-create", "scoreAxes": { "visualQuality": 1, "functionalCompleteness": 0, "codeQuality": 2, "polish": 0 }, "meanScore": 0.8, "justification": "The artifact is a bare placeholder HTML page with no implementation of the brief. The agent was asked to call suggest_craftbook and invoke_craftbook to set up an SEO/meta task, but instead returned a static stub page with no meta tags, no social preview cards, no task creation, and none of the required tooling calls.", "durationMs": 4950 }, "tableReview": { "status": "excluded", "reason": "The default HTML rubric graded the seeded shop page, not the model's work." }, "fixedScore": { "composite": 8.8, "compositeIgnoringProseFlag": 8.8, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 5, "why": "sniff 1/2 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.10 calls=8" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-gemma4-12b-q4-2026-10-30T16-36-17-383Z-hdnl/result.json", "sha256": "8879d0125baa2740c0e81014da1657586fc13a97448d26df32db0bff54139bea" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-gemma4-12b-q4-2026-10-30T16-36-17-383Z-hdnl/facts.json", "sha256": "470ca7e590d1e39f4c758762bd0159c65e2d1ab48a23304ad0f10a22505f13cf" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-gemma4-12b-q4-2026-10-30T16-36-17-383Z-hdnl/metrics.json", "sha256": "cdd4a51124e1d14acbfe73fff917830c39edb5aa33c6cbbb546ba2abdc64563d" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-gemma4-12b-q4-2026-10-30T16-36-17-383Z-hdnl/llm-judge.json", "sha256": "2973deec0de20dff12d43138adc81e2b334fc9dfd9643a5e9a26369990f8ad89" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-invoice-run", "trialId": "craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48", "scenarioId": "craftbook-invoice-run", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T16:58:52.711Z", "finishedAt": "2026-10-30T17:02:49.552Z", "durationMs": 236841, "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 44, "peakRssMb": 19628, "peakCpuPercent": 262.5, "firstAtMs": 0, "lastAtMs": 218255 }, "gpu": { "available": true, "sampleCount": 44, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 44, "peakUsedMb": 42535, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 89306, "totalOutputTokens": 9494, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 74431, "todayTokensCached": 69250, "todayTokensOut": 749, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 74431, "totalTokensCached": 69250, "totalTokensOut": 749, "totalCost": 0, "medianOutputTokensPerSec": 89.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 89.6, "turns": 6 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 17233, "cachedInputTokens": 16930, "outputTokens": 350, "cost": 0, "durationMs": 42638, "outputTokensPerSec": 97.81697183319656, "at": "2026-10-30T17:02:32.757Z" }, "lastUpdated": "2026-10-30T17:02:32.757Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T17:02:33.389Z" } }, "source": "engine-log" }, "derived": { "durationMs": 219108, "meanTokensPerSec": 89.12, "genTokensPerSec": 89.12, "genTokens": 9494, "promptTokensPerSec": 1561.99, "peakRssMb": 19628, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 74431, "output": 749 } } } }, "facts": { "trialId": "craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48", "scenarioId": "craftbook-invoice-run", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 44, "peakRssMb": 19628, "peakCpuPercent": 262.5, "firstAtMs": 0, "lastAtMs": 218255 }, "gpu": { "available": true, "sampleCount": 44, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 44, "peakUsedMb": 42535, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 89306, "totalOutputTokens": 9494, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 74431, "todayTokensCached": 69250, "todayTokensOut": 749, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 74431, "totalTokensCached": 69250, "totalTokensOut": 749, "totalCost": 0, "medianOutputTokensPerSec": 89.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 89.6, "turns": 6 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 17233, "cachedInputTokens": 16930, "outputTokens": 350, "cost": 0, "durationMs": 42638, "outputTokensPerSec": 97.81697183319656, "at": "2026-10-30T17:02:32.757Z" }, "lastUpdated": "2026-10-30T17:02:32.757Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T17:02:33.389Z" } }, "source": "engine-log" }, "derived": { "durationMs": 219108, "meanTokensPerSec": 89.12, "genTokensPerSec": 89.12, "genTokens": 9494, "promptTokensPerSec": 1561.99, "peakRssMb": 19628, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 74431, "output": 749 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 4, "numbering continuity": 9, "professionalism": 2, "completeness": 3, "print-polish": 1 }, "meanScore": 3.8, "justification": "Sequence 042-044 is gapless and correct. However, no actual invoices were produced — only a summary report. Amounts cite tasks/1/billables.json rather than the seeded ledger.json, making ledger-tracing unverifiable. No individual invoice files with line items, payment terms, or @page rules exist; print-polish cannot be assessed. Books-updated confirmation is absent.", "durationMs": 23521 }, "craftbook": { "craftbookId": "invoice-run", "tasksObserved": 6, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 10, "activationEvents": 4, "completed": 7, "gateApprovals": 6, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "fieldnote-studio-office/1", "stepId": "scope", "activatedAt": "2026-10-30T16:58:54.579Z", "completedAt": "2026-10-30T16:59:21.053Z", "ms": 26474, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "2431c3f3-5669-49b2-8426-6ea76a4b732e" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "draft", "activatedAt": "2026-10-30T16:59:21.054Z", "completedAt": "2026-10-30T16:59:21.166Z", "ms": 112, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "fieldnote-studio-office/1", "stepId": "collect", "activatedAt": "2026-10-30T16:59:21.167Z", "completedAt": "2026-10-30T17:01:45.859Z", "ms": 144692, "gateRejections": 0, "toolCalls": 9, "sessionIds": [ "4c0fc40e-dcf4-4f86-b6fd-d087140a74ac" ] }, { "ref": "fieldnote-studio-office/2", "stepId": "draft-invoice", "activatedAt": "2026-10-30T16:59:21.063Z", "completedAt": "2026-10-30T16:59:52.984Z", "ms": 31921, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "a7feed9b-f2ee-4059-a94f-d2a9365a319e" ] }, { "ref": "fieldnote-studio-office/3", "stepId": "draft-invoice", "activatedAt": "2026-10-30T16:59:21.105Z", "completedAt": "2026-10-30T17:00:29.994Z", "ms": 68889, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "d28e28f4-5e07-4a3d-92f9-c88478dce5a1" ] }, { "ref": "fieldnote-studio-office/4", "stepId": "draft-invoice", "activatedAt": "2026-10-30T16:59:21.120Z", "completedAt": "2026-10-30T17:01:00.801Z", "ms": 99681, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "b6a81f3f-4240-4f98-802b-9a7873cca08c" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "evaluate", "activatedAt": "2026-10-30T17:01:45.859Z", "completedAt": "2026-10-30T17:02:32.810Z", "ms": 46951, "gateRejections": 0, "toolCalls": 11, "sessionIds": [ "e88c01c0-bfb5-4bfb-863d-98b543b497c4" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "finish", "activatedAt": "2026-10-30T17:02:32.811Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T16:58:54.274Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T16:58:54.228Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 46951 }, "sessions": { "total": 6, "taskScoped": 6, "byGezel": { "bakari": 1, "farhan": 3, "li": 1, "sean": 1 }, "perTask": { "fieldnote-studio-office/1": 3, "fieldnote-studio-office/2": 1, "fieldnote-studio-office/4": 1, "fieldnote-studio-office/3": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6, "maxMessages": 2, "maxContextFill": 0.035945892333984375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.035945892333984375 }, "fanout": { "hosts": 1, "childrenSpawned": 3, "childrenCompleted": 3, "childrenFailed": 0, "barrierHolds": 1, "barrierReleases": 1, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 6, "tasksWithReferences": 4, "items": 20, "citations": [ "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "durationMs": 236841, "timeoutMs": 3000000, "budgetUsedFraction": 0.078947 }, "timing": { "startedAt": "2026-10-30T16:58:52.711Z", "finishedAt": "2026-10-30T17:02:49.552Z", "timeToFirstArtifactMs": 28298, "timeToLastArtifactWriteMs": 220046, "timeToFirstTokenMs": 17976, "firstTurnTtftMs": 9634, "timeToFirstToolCallMs": 22509 }, "team": { "totalGezelsCreated": 10, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Office manager", "Office Administrator", "Designer", "Copywriter", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 33, "byTool": { "read_files": 2, "write_artifact": 4, "list_dir": 3, "write_file": 5, "advance_task_step": 4, "read_task_notes": 2, "read_file": 7, "read_artifact": 5, "write_task_note": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/fieldnote-studio-office/invoices/2026-042.html", "finalBytes": 4599, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-043.html", "finalBytes": 5058, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-044.html", "finalBytes": 4738, "growth": [] } ], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 2012, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 1, "scoreMax": 10, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: clients.json, ledger.json" }, { "atMs": 27290, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 62835, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 98381, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 128844, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 3, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 174513, "filePath": "craftbook-invoice-run", "bytes": 536, "score": 9, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 220322, "filePath": "craftbook-invoice-run", "bytes": 536, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-invoice-run", "bytes": 536, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T16:58:52.712Z] [trial] id=craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48 scenario=craftbook-invoice-run model=gemma4-12b-q4", "[2026-10-30T16:58:52.712Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48", "[2026-10-30T16:58:52.712Z] [trial] trialHome=/tmp/gezel-eval-craftbook-invoice-run-WNyKVd", "[2026-10-30T16:58:52.712Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T16:58:52.712Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T16:58:52.712Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T16:58:52.713Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T16:58:52.714Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-invoice-run-WNyKVd", "[2026-10-30T16:58:54.247Z] [trial] daemon spawned pid=766167 port=https://127.0.0.1:46713", "[2026-10-30T16:58:54.357Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T16:58:54.364Z] [trial] meester=sulien", "[2026-10-30T16:58:54.364Z] [trial] running scenario setup hook", "[2026-10-30T16:58:54.669Z] [trial] scenario setup complete", "[2026-10-30T16:58:54.669Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T16:58:54.669Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T16:58:54.690Z] [poll] initial digests hard=6f6c329902b5c733 soft=52f02e2f2cb54cd0", "[2026-10-30T16:58:54.744Z] [poll] hard-progress: 6f6c329902b5c733 → 41e748dd0817419a after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T16:58:59.798Z] [poll] hard-progress: 41e748dd0817419a → bda4cf9dd3877d54 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T16:59:20.037Z] [poll] hard-progress: bda4cf9dd3877d54 → 3c26b8bf23632dd8 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=36,stream=912) sniff=2/0B)", "[2026-10-30T16:59:25.131Z] [poll] hard-progress: 3c26b8bf23632dd8 → 0d74b14ebfef1e99 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=3,slot=40,stream=1091) sniff=2/0B)", "[2026-10-30T16:59:40.337Z] [poll] hard-progress: 0d74b14ebfef1e99 → 6dc47b799cf953d1 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=72,stream=1897) sniff=2/0B)", "[2026-10-30T16:59:55.575Z] [poll] hard-progress: 6dc47b799cf953d1 → bdfd4dc793261cf0 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=6,slot=112,stream=4050) sniff=2/0B)", "[2026-10-30T17:00:10.825Z] [poll] hard-progress: bdfd4dc793261cf0 → d743035751e26df0 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=7,slot=144,stream=4713) sniff=2/0B)", "[2026-10-30T17:00:15.911Z] [poll] hard-progress: d743035751e26df0 → c615d2d4af1ce1d8 after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=8,slot=160,stream=5309) sniff=2/0B)", "[2026-10-30T17:00:31.130Z] [poll] hard-progress: c615d2d4af1ce1d8 → 848dfc7157b01df9 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=10,slot=203,stream=7674) sniff=2/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 4, "numbering continuity": 9, "professionalism": 2, "completeness": 3, "print-polish": 1 }, "meanScore": 3.8, "justification": "Sequence 042-044 is gapless and correct. However, no actual invoices were produced — only a summary report. Amounts cite tasks/1/billables.json rather than the seeded ledger.json, making ledger-tracing unverifiable. No individual invoice files with line items, payment terms, or @page rules exist; print-polish cannot be assessed. Books-updated confirmation is absent.", "durationMs": 23521 }, "tableReview": { "status": "judged", "rubricId": "craftbook-invoice-run" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 10/10 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.08 calls=33 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48/result.json", "sha256": "4081398f82952080204628b459c5bc45ce659748126a30e82c05659cd68698d1" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48/facts.json", "sha256": "510fd13bcdbdd7a7780259d290d724655d36309bd9b1eb1aa0da93c7364d09d8" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48/metrics.json", "sha256": "4ff8ee372c32ff8747f354ab54c680adbea3719a935316bcbe07c772c7af74d3" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T16-58-52-710Z-qv48/llm-judge.json", "sha256": "7b558c8cea599871f7ce9f2c4c2399014a317de36394c3c9844ed6d821665aaf" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-invoice-run", "trialId": "craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n", "scenarioId": "craftbook-invoice-run", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T17:02:50.170Z", "finishedAt": "2026-10-30T17:06:45.709Z", "durationMs": 235539, "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 45, "peakRssMb": 15570, "peakCpuPercent": 253.1, "firstAtMs": 0, "lastAtMs": 223419 }, "gpu": { "available": true, "sampleCount": 45, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 45, "peakUsedMb": 39087, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 86268, "totalOutputTokens": 10159, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 71292, "todayTokensCached": 65813, "todayTokensOut": 1548, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 71292, "totalTokensCached": 65813, "totalTokensOut": 1548, "totalCost": 0, "medianOutputTokensPerSec": 91.3, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 91.3, "turns": 6 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 9810, "cachedInputTokens": 9317, "outputTokens": 1149, "cost": 0, "durationMs": 44689, "outputTokensPerSec": 77.3027065576465, "at": "2026-10-30T17:06:32.312Z" }, "lastUpdated": "2026-10-30T17:06:32.312Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T17:06:35.980Z" } }, "source": "engine-log" }, "derived": { "durationMs": 224238, "meanTokensPerSec": 86.9, "genTokensPerSec": 86.9, "genTokens": 10159, "promptTokensPerSec": 1579.57, "peakRssMb": 15570, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 71292, "output": 1548 } } } }, "facts": { "trialId": "craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n", "scenarioId": "craftbook-invoice-run", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 45, "peakRssMb": 15570, "peakCpuPercent": 253.1, "firstAtMs": 0, "lastAtMs": 223419 }, "gpu": { "available": true, "sampleCount": 45, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 45, "peakUsedMb": 39087, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 86268, "totalOutputTokens": 10159, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 71292, "todayTokensCached": 65813, "todayTokensOut": 1548, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 71292, "totalTokensCached": 65813, "totalTokensOut": 1548, "totalCost": 0, "medianOutputTokensPerSec": 91.3, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 91.3, "turns": 6 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 9810, "cachedInputTokens": 9317, "outputTokens": 1149, "cost": 0, "durationMs": 44689, "outputTokensPerSec": 77.3027065576465, "at": "2026-10-30T17:06:32.312Z" }, "lastUpdated": "2026-10-30T17:06:32.312Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T17:06:35.980Z" } }, "source": "engine-log" }, "derived": { "durationMs": 224238, "meanTokensPerSec": 86.9, "genTokensPerSec": 86.9, "genTokens": 10159, "promptTokensPerSec": 1579.57, "peakRssMb": 15570, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 71292, "output": 1548 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 5, "numbering continuity": 9, "professionalism": 6, "completeness": 6, "print-polish": 3 }, "meanScore": 5.8, "justification": "Sequence 2026-042→044 is clean. Arithmetic checks out ($1,840+$2,600+$975=$5,415), but duplicate source citations ([3]=[6], [4]=[7]) suggest sloppy citation tracking and undermine ledger traceability confidence. Idle client correctly flagged. No explicit ledger/books update confirmed. HTML invoices are referenced but absent from the artifact, so print-polish cannot be assessed.", "durationMs": 30045 }, "craftbook": { "craftbookId": "invoice-run", "tasksObserved": 6, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 10, "activationEvents": 4, "completed": 7, "gateApprovals": 6, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "fieldnote-studio-office/1", "stepId": "scope", "activatedAt": "2026-10-30T17:02:52.002Z", "completedAt": "2026-10-30T17:03:18.128Z", "ms": 26126, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "691a0a4f-76bc-4fe8-bdae-71dbef963d60" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "draft", "activatedAt": "2026-10-30T17:03:18.129Z", "completedAt": "2026-10-30T17:03:18.191Z", "ms": 62, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "fieldnote-studio-office/1", "stepId": "collect", "activatedAt": "2026-10-30T17:03:18.191Z", "completedAt": "2026-10-30T17:05:45.134Z", "ms": 146943, "gateRejections": 0, "toolCalls": 10, "sessionIds": [ "c789fc36-8bad-44af-9ba5-628c033bdd2b" ] }, { "ref": "fieldnote-studio-office/2", "stepId": "draft-invoice", "activatedAt": "2026-10-30T17:03:18.132Z", "completedAt": "2026-10-30T17:03:55.955Z", "ms": 37823, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "b41be9ad-7559-452d-aecd-2391524d8f49" ] }, { "ref": "fieldnote-studio-office/3", "stepId": "draft-invoice", "activatedAt": "2026-10-30T17:03:18.163Z", "completedAt": "2026-10-30T17:04:26.430Z", "ms": 68267, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "199ba5a0-b95a-4633-901e-024b4d53109a" ] }, { "ref": "fieldnote-studio-office/4", "stepId": "draft-invoice", "activatedAt": "2026-10-30T17:03:18.169Z", "completedAt": "2026-10-30T17:04:53.268Z", "ms": 95099, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "aabfb661-c133-40d5-bfc0-8817edaf7145" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "evaluate", "activatedAt": "2026-10-30T17:05:45.134Z", "completedAt": "2026-10-30T17:06:32.422Z", "ms": 47288, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "24b45200-1fb5-4c1c-a281-a40967922b74" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "finish", "activatedAt": "2026-10-30T17:06:32.422Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T17:02:51.749Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T17:02:51.725Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 47288 }, "sessions": { "total": 6, "taskScoped": 6, "byGezel": { "carla": 1, "khadidiatou": 1, "lajos": 3, "solange": 1 }, "perTask": { "fieldnote-studio-office/1": 3, "fieldnote-studio-office/3": 1, "fieldnote-studio-office/4": 1, "fieldnote-studio-office/2": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6, "maxMessages": 2, "maxContextFill": 0.035945892333984375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.035945892333984375 }, "fanout": { "hosts": 1, "childrenSpawned": 3, "childrenCompleted": 3, "childrenFailed": 0, "barrierHolds": 1, "barrierReleases": 1, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 6, "tasksWithReferences": 4, "items": 20, "citations": [ "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "durationMs": 235539, "timeoutMs": 3000000, "budgetUsedFraction": 0.078513 }, "timing": { "startedAt": "2026-10-30T17:02:50.170Z", "finishedAt": "2026-10-30T17:06:45.709Z", "timeToFirstArtifactMs": 27910, "timeToLastArtifactWriteMs": 222142, "timeToFirstTokenMs": 18492, "firstTurnTtftMs": 10190, "timeToFirstToolCallMs": 22283 }, "team": { "totalGezelsCreated": 10, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Office manager", "Office Administrator", "Designer", "Copywriter", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 26, "byTool": { "read_files": 2, "write_artifact": 3, "read_task_notes": 1, "write_file": 5, "advance_task_step": 4, "read_file": 5, "list_dir": 1, "read_artifact": 4, "write_task_note": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/fieldnote-studio-office/invoices/2026-042.html", "finalBytes": 5032, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-043.html", "finalBytes": 5102, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-044.html", "finalBytes": 4088, "growth": [] } ], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 1952, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 1, "scoreMax": 10, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: clients.json, ledger.json" }, { "atMs": 27256, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 67981, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 98472, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 123888, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 3, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 174547, "filePath": "craftbook-invoice-run", "bytes": 693, "score": 9, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 225366, "filePath": "craftbook-invoice-run", "bytes": 693, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-invoice-run", "bytes": 693, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T17:02:50.170Z] [trial] id=craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n scenario=craftbook-invoice-run model=gemma4-12b-q4", "[2026-10-30T17:02:50.170Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n", "[2026-10-30T17:02:50.170Z] [trial] trialHome=/tmp/gezel-eval-craftbook-invoice-run-MlRuD9", "[2026-10-30T17:02:50.170Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T17:02:50.170Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T17:02:50.170Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T17:02:50.171Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T17:02:50.172Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-invoice-run-MlRuD9", "[2026-10-30T17:02:51.712Z] [trial] daemon spawned pid=770102 port=https://127.0.0.1:43571", "[2026-10-30T17:02:51.815Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T17:02:51.821Z] [trial] meester=florian", "[2026-10-30T17:02:51.821Z] [trial] running scenario setup hook", "[2026-10-30T17:02:52.076Z] [trial] scenario setup complete", "[2026-10-30T17:02:52.076Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T17:02:52.076Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T17:02:52.103Z] [poll] initial digests hard=f3dd6f584f132f7b soft=7d3cfdb8de715986", "[2026-10-30T17:02:52.151Z] [poll] hard-progress: f3dd6f584f132f7b → c3e0774dbe0448e8 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T17:02:57.205Z] [poll] hard-progress: c3e0774dbe0448e8 → 14a5a1d355cc5a6b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T17:03:17.472Z] [poll] hard-progress: 14a5a1d355cc5a6b → 75b6e4a51c3ec516 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=34,stream=890) sniff=2/0B)", "[2026-10-30T17:03:22.577Z] [poll] hard-progress: 75b6e4a51c3ec516 → daeee794dfeafe92 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=3,slot=37,stream=999) sniff=2/0B)", "[2026-10-30T17:03:42.938Z] [poll] hard-progress: daeee794dfeafe92 → c454aa238e0a5817 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=85,stream=2412) sniff=2/0B)", "[2026-10-30T17:03:58.201Z] [poll] hard-progress: c454aa238e0a5817 → 074f96aec5ff9aa0 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=6,slot=125,stream=4549) sniff=2/0B)", "[2026-10-30T17:04:28.668Z] [poll] hard-progress: 074f96aec5ff9aa0 → 0bcebdf294c50cb1 after 30s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=4,tools=8,slot=197,stream=7796) sniff=2/0B)", "[2026-10-30T17:04:38.821Z] [poll] hard-progress: 0bcebdf294c50cb1 → 40a9483f58d78f68 after 10s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=4,tools=9,slot=216,stream=8114) sniff=2/0B)", "[2026-10-30T17:04:54.073Z] [poll] hard-progress: 40a9483f58d78f68 → 5a0da7aa031465e2 after 15s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=4,tools=11,slot=261,stream=10588) sniff=3/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 5, "numbering continuity": 9, "professionalism": 6, "completeness": 6, "print-polish": 3 }, "meanScore": 5.8, "justification": "Sequence 2026-042→044 is clean. Arithmetic checks out ($1,840+$2,600+$975=$5,415), but duplicate source citations ([3]=[6], [4]=[7]) suggest sloppy citation tracking and undermine ledger traceability confidence. Idle client correctly flagged. No explicit ledger/books update confirmed. HTML invoices are referenced but absent from the artifact, so print-polish cannot be assessed.", "durationMs": 30045 }, "tableReview": { "status": "judged", "rubricId": "craftbook-invoice-run" }, "fixedScore": { "composite": 9, "compositeIgnoringProseFlag": 9, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 10/10 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.08 calls=26" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n/result.json", "sha256": "6106eed4e4e856da3e1778a6b58b63eb42b9c2341283d486d271dc62b943b205" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n/facts.json", "sha256": "47ec6821cd3b740b432f1a9a657009f46044a85f194bf31646c090665da9c9fb" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n/metrics.json", "sha256": "505643649ada5b4046a591d6ccc68b225a88bc791c68ecf0ba6e8735fbb60b75" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-02-50-169Z-il2n/llm-judge.json", "sha256": "2f998ddc968f87016aeb40bd55b491ecff066ca555d3f991866644063b3ae674" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-invoice-run", "trialId": "craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-06-46-497Z-xkav", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-06-46-497Z-xkav", "scenarioId": "craftbook-invoice-run", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T17:06:46.498Z", "finishedAt": "2026-10-30T17:10:35.074Z", "durationMs": 228576, "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-06-46-497Z-xkav", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 44, "peakRssMb": 17448, "peakCpuPercent": 280.6, "firstAtMs": 0, "lastAtMs": 218371 }, "gpu": { "available": true, "sampleCount": 44, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 44, "peakUsedMb": 40273, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 88551, "totalOutputTokens": 9218, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 73801, "todayTokensCached": 68702, "todayTokensOut": 796, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 73801, "totalTokensCached": 68702, "totalTokensOut": 796, "totalCost": 0, "medianOutputTokensPerSec": 88.9, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 88.9, "turns": 6 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 16834, "cachedInputTokens": 16531, "outputTokens": 397, "cost": 0, "durationMs": 38443, "outputTokensPerSec": 89.15866640249283, "at": "2026-10-30T17:10:22.251Z" }, "lastUpdated": "2026-10-30T17:10:22.251Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T17:10:26.907Z" } }, "source": "engine-log" }, "derived": { "durationMs": 218940, "meanTokensPerSec": 87.39, "genTokensPerSec": 87.39, "genTokens": 9218, "promptTokensPerSec": 1572.99, "peakRssMb": 17448, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 73801, "output": 796 } } } }, "facts": { "trialId": "craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-06-46-497Z-xkav", "scenarioId": "craftbook-invoice-run", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-gemma4-12b-q4-2026-10-30T17-06-46-497Z-xkav", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 44, "peakRssMb": 17448, "peakCpuPercent": 280.6, "firstAtMs": 0, "lastAtMs": 218371 }, "gpu": { "available": true, "sampleCount": 44, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 44, "peakUsedMb": 40273, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 88551, "totalOutputTokens": 9218, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 73801, "todayTokensCached": 68702, "todayTokensOut": 796, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 73801, "totalTokensCached": 68702, "totalTokensOut": 796, "totalCost": 0, "medianOutputTokensPerSec": 88.9, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 88.9, "turns": 6 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 16834, "cachedInputTokens": 16531, "outputTokens": 397, "cost": 0, "durationMs": 38443, "outputTokensPerSec": 89.15866640249283, "at": "2026-10-30T17:10:22.251Z" }, "lastUpdated": "2026-10-30T17:10:22.251Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T17:10:26.907Z" } }, "source": "engine-log" }, "derived": { "durationMs": 218940, "meanTokensPerSec": 87.39, "genTokensPerSec": 87.39, "genTokens": 9218, "promptTokensPerSec": 1572.99, "peakRssMb": 17448, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 73801, "output": 796 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 6, "numbering continuity": 10, "professionalism": 4, "completeness": 5, "print-polish": 1 }, "meanScore": 5.2, "justification": "Numbering is flawless (042→044) and the three amounts sum correctly to $5,415. However, the artifact is only a run summary — no actual print-ready invoice documents with line items, due-date terms, or @page rules were produced. Sources cite billables.json rather than the ledger.json the prompt specified, raising traceability questions. 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Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 226697, "filePath": "craftbook-route-multi", "bytes": 1181, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-route-multi", "bytes": 1181, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T17:45:06.438Z] [trial] id=craftbook-route-multi-gemma4-12b-q4-2026-10-30T17-45-06-438Z-7i9x scenario=craftbook-route-multi model=gemma4-12b-q4", "[2026-10-30T17:45:06.438Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-gemma4-12b-q4-2026-10-30T17-45-06-438Z-7i9x", "[2026-10-30T17:45:06.438Z] [trial] trialHome=/tmp/gezel-eval-craftbook-route-multi-b82CzT", "[2026-10-30T17:45:06.438Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T17:45:06.438Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T17:45:06.439Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T17:45:06.439Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T17:45:06.440Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-route-multi-b82CzT", "[2026-10-30T17:45:07.980Z] [trial] daemon spawned pid=872861 port=https://127.0.0.1:38245", "[2026-10-30T17:45:08.089Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T17:45:08.098Z] [trial] meester=jasper", "[2026-10-30T17:45:08.098Z] [trial] running scenario setup hook", "[2026-10-30T17:45:08.265Z] [trial] scenario setup complete", "[2026-10-30T17:45:08.266Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T17:45:08.266Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T17:45:08.287Z] [poll] initial digests hard=0f42168c7c1d9857 soft=7e59665c3ee24c4d", "[2026-10-30T17:45:08.429Z] [poll] hard-progress: 0f42168c7c1d9857 → 69da4d75993ceb60 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-30T17:45:34.050Z] [poll] hard-progress: 69da4d75993ceb60 → e427887e33b1bc27 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=47,stream=841) sniff=9/0B)", "[2026-10-30T17:45:39.180Z] [poll] hard-progress: e427887e33b1bc27 → 9ef6f16a990372e6 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=61,stream=1209) sniff=9/0B)", "[2026-10-30T17:45:44.279Z] [poll] hard-progress: 9ef6f16a990372e6 → 1855b1483eb3e05c after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=65,stream=1251) sniff=9/0B)", "[2026-10-30T17:45:59.646Z] [poll] hard-progress: 1855b1483eb3e05c → 8bb5ad987d549f9a after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=95,stream=2099) sniff=9/0B)", "[2026-10-30T17:46:04.714Z] [poll] hard-progress: 8bb5ad987d549f9a → 41964216ccc65819 after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=5,slot=100,stream=2258) sniff=9/0B)", "[2026-10-30T17:46:20.061Z] [poll] hard-progress: 41964216ccc65819 → 2619133beb91f059 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=7,slot=134,stream=2993) sniff=9/0B)", "[2026-10-30T17:46:25.207Z] [poll] hard-progress: 2619133beb91f059 → 59473509655bd096 after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=9,slot=149,stream=3488) sniff=10/1181B)", "[2026-10-30T17:46:30.333Z] [poll] hard-progress: 59473509655bd096 → 89dde10ad2eeeaad after 5s (workspaceProjects=3 sessions=4 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runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-20-616Z-6uff", "[2026-10-30T07:00:20.617Z] [trial] trialHome=/tmp/gezel-eval-conflict-synthesis-ckSShY", "[2026-10-30T07:00:20.617Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:00:20.617Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:00:20.618Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:00:20.619Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:00:20.620Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-conflict-synthesis-ckSShY", "[2026-10-30T07:00:22.153Z] [trial] daemon spawned pid=3869948 port=https://127.0.0.1:35525", "[2026-10-30T07:00:22.257Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:00:22.265Z] [trial] meester=malika", "[2026-10-30T07:00:22.265Z] [trial] running scenario setup hook", "[2026-10-30T07:00:22.473Z] [trial] scenario setup complete", "[2026-10-30T07:00:22.473Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:00:22.473Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:00:22.506Z] [poll] initial digests hard=0cb39bd700867bad soft=2a3c3aa093237c6e", "[2026-10-30T07:00:22.557Z] [poll] hard-progress: 0cb39bd700867bad → bc113555c8ec9ffb after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:00:37.665Z] [poll] hard-progress: bc113555c8ec9ffb → 4631a1f891887257 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=20,stream=269) sniff=0/0B)", "[2026-10-30T07:00:47.720Z] [poll] terminal: success=true reason=all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "[2026-10-30T07:00:48.073Z] [capture] dumped 1 session(s)", "[2026-10-30T07:00:48.074Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:00:48.099Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:00:51.322Z] [trial] daemon shut down", "[2026-10-30T07:00:51.322Z] [trial] PASS duration=30706ms reason=all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-20-616Z-6uff/result.json", "sha256": "13f911173da85e2ae004a032cea3ca0556cd49ba099b36d1d8514a9aeac48d16" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-20-616Z-6uff/facts.json", "sha256": "c75e166ef541b2f22db2d86f1f3a8b039e3d0666a9977f544c7253ba09fa8a48" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-20-616Z-6uff/metrics.json", "sha256": "c95219f2fd1ddbf5dc3bb4d7a797e97834decec65c0a174c670ac4d8621e251d" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "conflict-synthesis", "trialId": "conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-51-732Z-496x", "success": true, "nonModelFailure": false, "result": { "trialId": "conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-51-732Z-496x", "scenarioId": "conflict-synthesis", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T07:00:51.732Z", "finishedAt": "2026-10-30T07:01:27.367Z", "durationMs": 35635, "success": true, "reason": "all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-51-732Z-496x", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 7, "peakRssMb": 5451, "peakCpuPercent": 177, "firstAtMs": 0, "lastAtMs": 30475 }, "gpu": { "available": true, "sampleCount": 7, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 7, "peakUsedMb": 30294, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 11137, "totalOutputTokens": 946, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 11134, "todayTokensCached": 10667, "todayTokensOut": 136, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 11134, "totalTokensCached": 10667, "totalTokensOut": 136, "totalCost": 0, "medianOutputTokensPerSec": 64.9, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 64.9, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11134, "cachedInputTokens": 10667, "outputTokens": 136, "cost": 0, "durationMs": 25313, "outputTokensPerSec": 64.88338293307496, "at": "2026-10-30T07:01:20.402Z" }, "lastUpdated": "2026-10-30T07:01:20.402Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:01:24.336Z" } }, "source": "engine-log" }, "derived": { "durationMs": 31038, "meanTokensPerSec": 71.47, "genTokensPerSec": 71.47, "genTokens": 946, "promptTokensPerSec": 1670.63, "peakRssMb": 5451, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 11134, "output": 136 } } } }, "facts": { "trialId": "conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-51-732Z-496x", "scenarioId": "conflict-synthesis", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-51-732Z-496x", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 7, "peakRssMb": 5451, "peakCpuPercent": 177, "firstAtMs": 0, "lastAtMs": 30475 }, "gpu": { "available": true, "sampleCount": 7, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 7, "peakUsedMb": 30294, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 11137, "totalOutputTokens": 946, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 11134, "todayTokensCached": 10667, "todayTokensOut": 136, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 11134, "totalTokensCached": 10667, "totalTokensOut": 136, "totalCost": 0, "medianOutputTokensPerSec": 64.9, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 64.9, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11134, "cachedInputTokens": 10667, "outputTokens": 136, "cost": 0, "durationMs": 25313, "outputTokensPerSec": 64.88338293307496, "at": "2026-10-30T07:01:20.402Z" }, "lastUpdated": "2026-10-30T07:01:20.402Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:01:24.336Z" } }, "source": "engine-log" }, "derived": { "durationMs": 31038, "meanTokensPerSec": 71.47, "genTokensPerSec": 71.47, "genTokens": 946, "promptTokensPerSec": 1670.63, "peakRssMb": 5451, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 11134, "output": 136 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T07:00:53.204Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T07:00:53.189Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "tamsin": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 2, "maxContextFill": 0.044048309326171875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.044048309326171875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "durationMs": 35635, "timeoutMs": 1800000, "budgetUsedFraction": 0.019797222222222223 }, "timing": { "startedAt": "2026-10-30T07:00:51.732Z", "finishedAt": "2026-10-30T07:01:27.367Z", "timeToFirstArtifactMs": 25873, "timeToLastArtifactWriteMs": 28671, "timeToFirstTokenMs": 13863, "firstTurnTtftMs": 10506, "timeToFirstToolCallMs": 18596 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 27061, "filePath": "conflict-synthesis", "bytes": 1457, "score": 12, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "citations" ], "failReason": null }, { "atMs": 32107, "filePath": "conflict-synthesis", "bytes": 1457, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } ], "latest": { "filePath": "conflict-synthesis", "bytes": 1457, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:00:51.733Z] [trial] id=conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-51-732Z-496x scenario=conflict-synthesis model=gemma4-12b-q4", "[2026-10-30T07:00:51.733Z] [trial] trialHome=/tmp/gezel-eval-conflict-synthesis-6Sg7Jj", "[2026-10-30T07:00:51.733Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-51-732Z-496x", "[2026-10-30T07:00:51.733Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:00:51.733Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:00:51.733Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:00:51.733Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:00:51.734Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-conflict-synthesis-6Sg7Jj", "[2026-10-30T07:00:53.268Z] [trial] daemon spawned pid=3870517 port=https://127.0.0.1:41043", "[2026-10-30T07:00:53.361Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:00:53.368Z] [trial] meester=soren", "[2026-10-30T07:00:53.368Z] [trial] running scenario setup hook", "[2026-10-30T07:00:53.537Z] [trial] scenario setup complete", "[2026-10-30T07:00:53.537Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:00:53.537Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:00:53.567Z] [poll] initial digests hard=dc1bc1a7f6e3eed8 soft=72607860277e9c4a", "[2026-10-30T07:00:53.593Z] [poll] hard-progress: dc1bc1a7f6e3eed8 → a2193c39d42676c3 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:01:13.783Z] [poll] hard-progress: a2193c39d42676c3 → c1dbca8582b51ae3 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=32,stream=710) sniff=0/0B)", "[2026-10-30T07:01:18.827Z] [poll] hard-progress: c1dbca8582b51ae3 → b60fb3f216b7e0ea after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=47,stream=1308) sniff=12/1457B)", "[2026-10-30T07:01:23.840Z] [poll] terminal: success=true reason=all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "[2026-10-30T07:01:24.344Z] [capture] dumped 1 session(s)", "[2026-10-30T07:01:24.345Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:01:24.380Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:01:27.366Z] [trial] daemon shut down", "[2026-10-30T07:01:27.368Z] [trial] PASS duration=35635ms reason=all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-00-51-732Z-496x/result.json", "sha256": "3f08035d089802fc01232a87d54b0394fa36157dd53a1c072ebe38a6a457fe57" }, "facts.json": { "path": 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"2026-10-30T07:03:30.272Z", "durationMs": 122271, "success": true, "reason": "all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-01-28-001Z-iy95", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 24, "peakRssMb": 11639, "peakCpuPercent": 177.3, "firstAtMs": 0, "lastAtMs": 116629 }, "gpu": { "available": true, "sampleCount": 24, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 24, "peakUsedMb": 36403, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 97141, "totalOutputTokens": 2613, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 27369, "todayTokensCached": 18384, "todayTokensOut": 896, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 27369, "totalTokensCached": 18384, "totalTokensOut": 896, "totalCost": 0, "medianOutputTokensPerSec": 75.1, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 75.1, "turns": 3 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 8468, "cachedInputTokens": 6784, "outputTokens": 365, "cost": 0, "durationMs": 34532, "outputTokensPerSec": 80.84756679919153, "at": "2026-10-30T07:03:25.364Z" }, "lastUpdated": "2026-10-30T07:03:25.364Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:03:26.658Z" } }, "source": "engine-log" }, "derived": { "durationMs": 117192, "meanTokensPerSec": 76.06, "genTokensPerSec": 76.06, "genTokens": 2613, "promptTokensPerSec": 1685.07, "peakRssMb": 11639, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 27369, "output": 896 } } } }, "facts": { "trialId": "conflict-synthesis-gemma4-12b-q4-2026-10-30T07-01-28-001Z-iy95", "scenarioId": "conflict-synthesis", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-01-28-001Z-iy95", "host": { "hostname": "", "platform": "linux", 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76.06, "genTokensPerSec": 76.06, "genTokens": 2613, "promptTokensPerSec": 1685.07, "peakRssMb": 11639, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 27369, "output": 896 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T07:01:29.444Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T07:01:29.410Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "tamsin": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 6, "maxContextFill": 0.03228759765625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.03228759765625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "durationMs": 122271, "timeoutMs": 1800000, "budgetUsedFraction": 0.06792833333333333 }, "timing": { "startedAt": "2026-10-30T07:01:28.001Z", "finishedAt": "2026-10-30T07:03:30.272Z", "timeToFirstArtifactMs": 41372, "timeToLastArtifactWriteMs": 117363, "timeToFirstTokenMs": 13405, "firstTurnTtftMs": 10061, "timeToFirstToolCallMs": 20165 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 17, "byTool": { "read_files": 1, "write_file": 4, "read_file": 12 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 42140, "filePath": "conflict-synthesis", "bytes": 1717, "score": 10, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported" ], "failReason": "- conflict (launch budget): a superseded value appears outside the Conflicts section; re-read memo-product.md and finance.csv, then keep the historical value only in its reconciliation entry - only 5 substantively cited claim(s) — name the seeded source file as a backticked filename inside the sentence (for example `finance.csv`) for at least six separate claims; numbered references such as [3] and a Sources list do not count" }, { "atMs": 47201, "filePath": "conflict-synthesis", "bytes": 1717, "score": 11, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded" ], "failReason": "- conflict (launch budget): a superseded value appears outside the Conflicts section; re-read memo-product.md and finance.csv, then keep the historical value only in its reconciliation entry - only 5 substantively cited claim(s) — name the seeded source file as a backticked filename inside the sentence (for example `finance.csv`) for at least six separate claims; numbered references such as [3] and a Sources list do not count" }, { "atMs": 82740, "filePath": "conflict-synthesis", "bytes": 1403, "score": 9, "scoreMax": 13, "signals": [ 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"conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } ], "latest": { "filePath": "conflict-synthesis", "bytes": 1100, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:01:28.002Z] [trial] id=conflict-synthesis-gemma4-12b-q4-2026-10-30T07-01-28-001Z-iy95 scenario=conflict-synthesis model=gemma4-12b-q4", "[2026-10-30T07:01:28.002Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-01-28-001Z-iy95", "[2026-10-30T07:01:28.002Z] [trial] trialHome=/tmp/gezel-eval-conflict-synthesis-oHkj9P", "[2026-10-30T07:01:28.002Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:01:28.002Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:01:28.002Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:01:28.003Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:01:28.004Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-conflict-synthesis-oHkj9P", "[2026-10-30T07:01:29.437Z] [trial] daemon spawned pid=3871165 port=https://127.0.0.1:37037", "[2026-10-30T07:01:29.535Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:01:29.542Z] [trial] meester=nadia", "[2026-10-30T07:01:29.542Z] [trial] running scenario setup hook", "[2026-10-30T07:01:29.721Z] [trial] scenario setup complete", "[2026-10-30T07:01:29.722Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:01:29.722Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:01:29.751Z] [poll] initial digests hard=e8933ded4d8c743c soft=e7a0594a7a98344b", "[2026-10-30T07:01:29.783Z] [poll] hard-progress: e8933ded4d8c743c → 1828d332329652a6 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:01:49.927Z] [poll] hard-progress: 1828d332329652a6 → fff3bd061b2dcaff after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=34,stream=621) sniff=0/0B)", "[2026-10-30T07:01:59.988Z] [poll] hard-progress: fff3bd061b2dcaff → 3a2d6f83227e39c9 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=56,stream=1520) sniff=0/0B)", "[2026-10-30T07:02:05.079Z] [poll] hard-progress: 3a2d6f83227e39c9 → 134f8dd381a4b6cc after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=67,stream=1753) sniff=0/0B)", "[2026-10-30T07:02:10.172Z] [poll] hard-progress: 134f8dd381a4b6cc → 82005ae97c3cd356 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=82,stream=2540) sniff=10/1717B)", "[2026-10-30T07:02:15.259Z] [poll] hard-progress: 82005ae97c3cd356 → 980f212f362a28ed after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=86,stream=2605) sniff=11/1717B)", "[2026-10-30T07:02:25.404Z] [poll] hard-progress: 980f212f362a28ed → 55f1769f94b5415a after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=95,stream=2653) sniff=11/1717B)", "[2026-10-30T07:02:30.465Z] [poll] hard-progress: 55f1769f94b5415a → 4f527ed1e1d32fae after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=8,slot=98,stream=2673) sniff=11/1717B)", "[2026-10-30T07:02:35.527Z] [poll] hard-progress: 4f527ed1e1d32fae → 4b62cbb4a15501b4 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=102,stream=2693) sniff=11/1717B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.07 calls=17 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { 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provider=llama-cpp category=local-engine", "[2026-10-30T06:40:15.925Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:40:15.926Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:40:15.927Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-data-wrangle-1R6ZsT", "[2026-10-30T06:40:17.361Z] [trial] daemon spawned pid=3850278 port=https://127.0.0.1:33793", "[2026-10-30T06:40:17.458Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:40:17.463Z] [trial] meester=tamsin", "[2026-10-30T06:40:17.463Z] [trial] running scenario setup hook", "[2026-10-30T06:40:17.622Z] [trial] scenario setup complete", "[2026-10-30T06:40:17.623Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:40:17.623Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:40:17.647Z] [poll] initial digests hard=28fe588a916ef323 soft=c5a56f6e7c6e6306", "[2026-10-30T06:40:17.688Z] [poll] hard-progress: 28fe588a916ef323 → 8572c92ae8946596 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T06:40:37.853Z] [poll] hard-progress: 8572c92ae8946596 → 7c49df288e1032af after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=33,stream=614) sniff=0/0B)", "[2026-10-30T06:40:53.119Z] [poll] hard-progress: 7c49df288e1032af → 438d5d1e1f92a13c after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=77,stream=2985) sniff=0/0B)", "[2026-10-30T06:40:58.199Z] [poll] hard-progress: 438d5d1e1f92a13c → 1a741dfc330cb5cd after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=91,stream=3764) sniff=0/0B)", "[2026-10-30T06:41:08.332Z] [poll] hard-progress: 1a741dfc330cb5cd → 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"childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "durationMs": 69008, "timeoutMs": 2700000, "budgetUsedFraction": 0.02555851851851852 }, "timing": { "startedAt": 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"sorted-by-email", "golden-bom-row", "golden-quoted-name", "golden-dedup-newest" ], "failReason": null } ], "latest": { "filePath": "data-wrangle", "bytes": 6985, "score": 11, "scoreMax": 11, "signals": [ "parses-as-array", "row-shape", "emails-normalized", "dates-iso", "unique-emails", "source-ids-preserved", "row-count", "sorted-by-email", "golden-bom-row", "golden-quoted-name", "golden-dedup-newest" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:41:56.014Z] [trial] id=data-wrangle-gemma4-12b-q4-2026-10-30T06-41-56-013Z-zsl9 scenario=data-wrangle model=gemma4-12b-q4", "[2026-10-30T06:41:56.014Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/data-wrangle/data-wrangle-gemma4-12b-q4-2026-10-30T06-41-56-013Z-zsl9", "[2026-10-30T06:41:56.014Z] [trial] trialHome=/tmp/gezel-eval-data-wrangle-gzRNJI", "[2026-10-30T06:41:56.014Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:41:56.014Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:41:56.014Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:41:56.015Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:41:56.015Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-data-wrangle-gzRNJI", "[2026-10-30T06:41:57.557Z] [trial] daemon spawned pid=3851839 port=https://127.0.0.1:42427", "[2026-10-30T06:41:57.666Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:41:57.675Z] [trial] meester=soren", "[2026-10-30T06:41:57.675Z] [trial] running scenario setup hook", "[2026-10-30T06:41:57.925Z] [trial] scenario setup complete", "[2026-10-30T06:41:57.925Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:41:57.925Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:41:57.953Z] [poll] initial digests hard=82b31789277883fc soft=052703a53772bafb", "[2026-10-30T06:41:57.996Z] [poll] hard-progress: 82b31789277883fc → 1876ada34d8b6fa6 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T06:42:18.145Z] [poll] hard-progress: 1876ada34d8b6fa6 → 15e573cdb45e54c0 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=34,stream=677) sniff=0/0B)", "[2026-10-30T06:42:23.196Z] [poll] hard-progress: 15e573cdb45e54c0 → f7921f6f32ab3814 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=48,stream=1218) sniff=0/0B)", "[2026-10-30T06:42:43.562Z] [poll] hard-progress: f7921f6f32ab3814 → b0366c49dfd0fc84 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=106,stream=4074) sniff=0/0B)", "[2026-10-30T06:42:53.714Z] [poll] hard-progress: b0366c49dfd0fc84 → 08c6e63089a4a5d4 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=137,stream=5967) sniff=0/0B)", "[2026-10-30T06:42:58.785Z] [poll] terminal: success=true reason=out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "[2026-10-30T06:42:59.292Z] [capture] dumped 1 session(s)", "[2026-10-30T06:42:59.296Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T06:42:59.320Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 11/11 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.03 calls=11 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/data-wrangle/data-wrangle-gemma4-12b-q4-2026-10-30T06-41-56-013Z-zsl9/result.json", "sha256": "cb12757a2f8d45162caaa5049cbe031f86a0b2cd943c2976787be6e3bb4c0b90" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/data-wrangle/data-wrangle-gemma4-12b-q4-2026-10-30T06-41-56-013Z-zsl9/facts.json", "sha256": "1b15135ea9b4ea4a95d3ce743d1eb738d5b545d4b217e9a2bb443f67e43526a7" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/data-wrangle/data-wrangle-gemma4-12b-q4-2026-10-30T06-41-56-013Z-zsl9/metrics.json", "sha256": "8acd0aa78e514d7927c951422a85341f8fb189af0af988bca63811e251b85d15" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "data-wrangle", "trialId": "data-wrangle-gemma4-12b-q4-2026-10-30T06-43-05-794Z-rcgk", "success": true, "nonModelFailure": false, "result": { "trialId": "data-wrangle-gemma4-12b-q4-2026-10-30T06-43-05-794Z-rcgk", "scenarioId": "data-wrangle", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:43:05.795Z", "finishedAt": "2026-10-30T06:44:04.865Z", "durationMs": 59070, "success": true, "reason": "out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/data-wrangle/data-wrangle-gemma4-12b-q4-2026-10-30T06-43-05-794Z-rcgk", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 11, "peakRssMb": 9951, "peakCpuPercent": 179.3, "firstAtMs": 0, "lastAtMs": 50876 }, "gpu": { "available": true, "sampleCount": 11, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 11, "peakUsedMb": 34633, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 9999, "totalOutputTokens": 2831, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 9971, "todayTokensCached": 9908, "todayTokensOut": 93, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 9971, "totalTokensCached": 9908, "totalTokensOut": 93, "totalCost": 0, "medianOutputTokensPerSec": 59, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 59, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 9971, "cachedInputTokens": 9908, "outputTokens": 93, "cost": 0, "durationMs": 48249, "outputTokensPerSec": 58.981504810518715, "at": "2026-10-30T06:43:57.436Z" }, "lastUpdated": "2026-10-30T06:43:57.436Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:43:58.700Z" } }, "source": "engine-log" }, "derived": { "durationMs": 51435, "meanTokensPerSec": 83.94, "genTokensPerSec": 83.94, "genTokens": 2831, "promptTokensPerSec": 1260.87, "peakRssMb": 9951, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 9971, "output": 93 } } } }, "facts": { "trialId": "data-wrangle-gemma4-12b-q4-2026-10-30T06-43-05-794Z-rcgk", "scenarioId": "data-wrangle", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/data-wrangle/data-wrangle-gemma4-12b-q4-2026-10-30T06-43-05-794Z-rcgk", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 11, "peakRssMb": 9951, "peakCpuPercent": 179.3, "firstAtMs": 0, "lastAtMs": 50876 }, "gpu": { "available": true, "sampleCount": 11, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 11, "peakUsedMb": 34633, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 9999, "totalOutputTokens": 2831, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 9971, "todayTokensCached": 9908, "todayTokensOut": 93, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 9971, "totalTokensCached": 9908, "totalTokensOut": 93, "totalCost": 0, "medianOutputTokensPerSec": 59, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 59, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 9971, "cachedInputTokens": 9908, "outputTokens": 93, "cost": 0, "durationMs": 48249, "outputTokensPerSec": 58.981504810518715, "at": "2026-10-30T06:43:57.436Z" }, "lastUpdated": "2026-10-30T06:43:57.436Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:43:58.700Z" } }, "source": "engine-log" }, "derived": { "durationMs": 51435, "meanTokensPerSec": 83.94, "genTokensPerSec": 83.94, "genTokens": 2831, "promptTokensPerSec": 1260.87, "peakRssMb": 9951, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 9971, "output": 93 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:43:07.251Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:43:07.222Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "noor": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 2, "maxContextFill": 0.021762847900390625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.021762847900390625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "durationMs": 59070, "timeoutMs": 2700000, "budgetUsedFraction": 0.021877777777777777 }, "timing": { "startedAt": "2026-10-30T06:43:05.795Z", "finishedAt": "2026-10-30T06:44:04.865Z", "timeToFirstArtifactMs": 34840, "timeToLastArtifactWriteMs": 51642, "timeToFirstTokenMs": 11477, "firstTurnTtftMs": 8085, "timeToFirstToolCallMs": 17458 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 9, "byTool": { "list_dir": 1, "read_file": 3, "make_dir": 1, "write_file": 2, "run_nodejs_script": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 10 }, "sniff": { "progression": [ { "atMs": 1721, "filePath": "data-wrangle", "bytes": 0, "score": 0, "scoreMax": null, "signals": [], "failReason": null }, { "atMs": 52416, "filePath": "data-wrangle", "bytes": 6985, "score": 11, "scoreMax": 11, "signals": [ "parses-as-array", "row-shape", "emails-normalized", "dates-iso", "unique-emails", "source-ids-preserved", "row-count", "sorted-by-email", "golden-bom-row", "golden-quoted-name", "golden-dedup-newest" ], "failReason": null } ], "latest": { "filePath": "data-wrangle", "bytes": 6985, "score": 11, "scoreMax": 11, "signals": [ "parses-as-array", "row-shape", "emails-normalized", "dates-iso", "unique-emails", "source-ids-preserved", "row-count", "sorted-by-email", "golden-bom-row", "golden-quoted-name", "golden-dedup-newest" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:43:05.795Z] [trial] id=data-wrangle-gemma4-12b-q4-2026-10-30T06-43-05-794Z-rcgk scenario=data-wrangle model=gemma4-12b-q4", "[2026-10-30T06:43:05.795Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/data-wrangle/data-wrangle-gemma4-12b-q4-2026-10-30T06-43-05-794Z-rcgk", "[2026-10-30T06:43:05.795Z] [trial] trialHome=/tmp/gezel-eval-data-wrangle-SdJCAg", "[2026-10-30T06:43:05.795Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:43:05.795Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:43:05.795Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:43:05.796Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:43:05.796Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-data-wrangle-SdJCAg", "[2026-10-30T06:43:07.233Z] [trial] daemon spawned pid=3853130 port=https://127.0.0.1:40621", "[2026-10-30T06:43:07.330Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:43:07.335Z] [trial] meester=soren", "[2026-10-30T06:43:07.335Z] [trial] running scenario setup hook", "[2026-10-30T06:43:07.487Z] [trial] scenario setup complete", "[2026-10-30T06:43:07.487Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:43:07.487Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:43:07.511Z] [poll] initial digests hard=441716f73a61a07f soft=470894cabcab5c51", "[2026-10-30T06:43:07.536Z] [poll] hard-progress: 441716f73a61a07f → cfcd7a76d8032d97 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T06:43:27.690Z] [poll] hard-progress: cfcd7a76d8032d97 → 2a501ad8f7e74beb after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=33,stream=605) sniff=0/0B)", "[2026-10-30T06:43:42.995Z] [poll] hard-progress: 2a501ad8f7e74beb → 99eca087ebc1bd7a after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=76,stream=2763) sniff=0/0B)", "[2026-10-30T06:43:58.211Z] [poll] terminal: success=true reason=out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "[2026-10-30T06:43:58.713Z] [capture] dumped 1 session(s)", "[2026-10-30T06:43:58.715Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T06:43:58.744Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:44:04.865Z] [trial] daemon shut down", "[2026-10-30T06:44:04.866Z] [trial] PASS duration=59070ms reason=out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 11/11 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=9" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/data-wrangle/data-wrangle-gemma4-12b-q4-2026-10-30T06-43-05-794Z-rcgk/result.json", "sha256": "9add1270062414505e0690339b9a35121d1f4fda43426de1ec136d0c5d11d48f" }, "facts.json": { "path": 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"quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 6624, "todayTokensCached": 0, "todayTokensOut": 672, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 6624, "totalTokensCached": 0, "totalTokensOut": 672, "totalCost": 0, "medianOutputTokensPerSec": 86.8, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 86.8, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 6624, "outputTokens": 672, "cost": 0, "durationMs": 22751, "outputTokensPerSec": 86.80341071428342, "at": "2026-10-30T06:30:46.304Z" }, "lastUpdated": "2026-10-30T06:30:46.304Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:30:48.929Z" } }, "source": "engine-log" }, "derived": { "durationMs": 27182, "meanTokensPerSec": 86.69, "genTokensPerSec": 86.69, "genTokens": 810, "promptTokensPerSec": 1692.99, "peakRssMb": 6201, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 6624, "output": 672 } } } }, "facts": { "trialId": "failing-tests-spec-gemma4-12b-q4-2026-10-30T06-30-20-079Z-2nd7", "scenarioId": "failing-tests-spec", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/failing-tests-spec/failing-tests-spec-gemma4-12b-q4-2026-10-30T06-30-20-079Z-2nd7", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": 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"inputTokens": 6624, "outputTokens": 672, "cost": 0, "durationMs": 22751, "outputTokensPerSec": 86.80341071428342, "at": "2026-10-30T06:30:46.304Z" }, "lastUpdated": "2026-10-30T06:30:46.304Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:30:48.929Z" } }, "source": "engine-log" }, "derived": { "durationMs": 27182, "meanTokensPerSec": 86.69, "genTokensPerSec": 86.69, "genTokens": 810, "promptTokensPerSec": 1692.99, "peakRssMb": 6201, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 6624, "output": 672 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:30:21.641Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:30:21.622Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "priya": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 2, "maxContextFill": 0.019741058349609375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.019741058349609375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "vitest and strict tsc gates green with the seeded spec untouched (signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)", "durationMs": 31408, "timeoutMs": 1500000, "budgetUsedFraction": 0.020938666666666668 }, "timing": { "startedAt": "2026-10-30T06:30:20.079Z", "finishedAt": "2026-10-30T06:30:51.487Z", "timeToFirstArtifactMs": 26221, "timeToLastArtifactWriteMs": 26226, "timeToFirstTokenMs": 10963, "firstTurnTtftMs": 7489, "timeToFirstToolCallMs": 12312 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 3, "byTool": { "read_file": 2, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 5 }, "sniff": { "progression": [ { "atMs": 2556, "filePath": "failing-tests-spec", "bytes": 402, "score": 2, "scoreMax": 4, "signals": [ "tests-untouched", "tsc-clean" ], "failReason": "vitest run failed (exit 1): × starts in \"draft\" 2ms | × starts with an empty history log 0ms | × submit moves draft to pending and returns the new state 0ms | × pay moves pending to paid 0ms | FAIL tests/machine.test.ts > order machine: initial state > starts in \"draft\" | Error: createOrderMachine is not implemented yet | FAIL tests/machine.test.ts > order machine: initial state > starts with an empty history log | FAIL tests/machine.test.ts > order machine: transitions > submit moves draft to pending and returns the new state" }, { "atMs": 28385, "filePath": "failing-tests-spec", "bytes": 2378, "score": 4, "scoreMax": 4, "signals": [ "tests-untouched", "machine-implemented", "vitest-green", "tsc-clean" ], "failReason": null } ], "latest": { "filePath": "failing-tests-spec", "bytes": 2378, "score": 4, "scoreMax": 4, "signals": [ "tests-untouched", "machine-implemented", "vitest-green", "tsc-clean" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:30:20.080Z] [trial] id=failing-tests-spec-gemma4-12b-q4-2026-10-30T06-30-20-079Z-2nd7 scenario=failing-tests-spec model=gemma4-12b-q4", "[2026-10-30T06:30:20.080Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/failing-tests-spec/failing-tests-spec-gemma4-12b-q4-2026-10-30T06-30-20-079Z-2nd7", "[2026-10-30T06:30:20.080Z] [trial] trialHome=/tmp/gezel-eval-failing-tests-spec-kXV7ZD", "[2026-10-30T06:30:20.080Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:30:20.080Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:30:20.080Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:30:20.081Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:30:20.082Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-failing-tests-spec-kXV7ZD", "[2026-10-30T06:30:21.716Z] [trial] daemon spawned pid=3793312 port=https://127.0.0.1:46853", "[2026-10-30T06:30:21.816Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:30:21.822Z] [trial] meester=sulien", "[2026-10-30T06:30:21.822Z] [trial] running scenario setup hook", "[2026-10-30T06:30:21.984Z] [trial] scenario setup complete", "[2026-10-30T06:30:21.984Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:30:21.984Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:30:22.009Z] [poll] initial digests hard=32c4a302c5055174 soft=0166b56dc2e3dfbb", "[2026-10-30T06:30:22.667Z] [poll] hard-progress: 32c4a302c5055174 → 4254297a87106a54 after 1s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=2/402B)", "[2026-10-30T06:30:32.787Z] [poll] hard-progress: 4254297a87106a54 → 33b4a53f31ad2683 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=10,stream=121) sniff=2/402B)", "[2026-10-30T06:30:37.831Z] [poll] hard-progress: 33b4a53f31ad2683 → 5e2b17c0db9558c9 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=12,stream=145) sniff=2/402B)", "[2026-10-30T06:30:48.464Z] [poll] terminal: success=true reason=vitest and strict tsc gates green with the seeded spec untouched (signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)", "[2026-10-30T06:30:48.941Z] [capture] dumped 1 session(s)", "[2026-10-30T06:30:48.943Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T06:30:48.967Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:30:51.486Z] [trial] daemon shut down", "[2026-10-30T06:30:51.487Z] [trial] PASS duration=31408ms reason=vitest and strict tsc gates green with the seeded spec untouched (signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/failing-tests-spec/failing-tests-spec-gemma4-12b-q4-2026-10-30T06-30-20-079Z-2nd7/result.json", "sha256": "3569c32e99d06129cc3c6c8e0bcdbf4805562bade9242a357ba0ebac4a1c561b" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/failing-tests-spec/failing-tests-spec-gemma4-12b-q4-2026-10-30T06-30-20-079Z-2nd7/facts.json", "sha256": "a910c70e10ed21489b88c0fdbd6a64ed357906d1877493fc5ec97e91c1c2ba5b" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/failing-tests-spec/failing-tests-spec-gemma4-12b-q4-2026-10-30T06-30-20-079Z-2nd7/metrics.json", "sha256": "f02bb3f65a05cdce2896e548fc6c817162573391ff24e1ab56957cbd1aac82e1" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "failing-tests-spec", "trialId": 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"firstAtMs": 0, "lastAtMs": 25391 }, "gpu": { "available": true, "sampleCount": 6, "peakUtilPercent": 95, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 6, "peakUsedMb": 31182, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 13671, "totalOutputTokens": 794, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 6624, "todayTokensCached": 0, "todayTokensOut": 662, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 6624, "totalTokensCached": 0, "totalTokensOut": 662, "totalCost": 0, "medianOutputTokensPerSec": 84.4, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 84.4, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 6624, "outputTokens": 662, "cost": 0, "durationMs": 23887, "outputTokensPerSec": 84.39282934173977, "at": "2026-10-30T06:31:19.574Z" }, "lastUpdated": "2026-10-30T06:31:19.574Z" }, "anthropic-cli": { 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"[2026-10-30T06:31:24.410Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:31:24.412Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-failing-tests-spec-jIQaoy", "[2026-10-30T06:31:25.846Z] [trial] daemon spawned pid=3807415 port=https://127.0.0.1:33091", "[2026-10-30T06:31:25.944Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:31:25.950Z] [trial] meester=ines", "[2026-10-30T06:31:25.950Z] [trial] running scenario setup hook", "[2026-10-30T06:31:26.081Z] [trial] scenario setup complete", "[2026-10-30T06:31:26.082Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:31:26.082Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:31:26.104Z] [poll] initial digests hard=6b6d2068ff9038b1 soft=f3f99c265fc259ab", "[2026-10-30T06:31:26.778Z] [poll] hard-progress: 6b6d2068ff9038b1 → 9f9aa6f7d2cfbe5a after 1s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=2/402B)", "[2026-10-30T06:31:36.853Z] [poll] hard-progress: 9f9aa6f7d2cfbe5a → 03825902bd12b5a3 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=6,stream=28) sniff=2/402B)", "[2026-10-30T06:31:41.907Z] [poll] hard-progress: 03825902bd12b5a3 → 513e93d64902fd07 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=11,stream=85) sniff=2/402B)", "[2026-10-30T06:31:52.473Z] [poll] terminal: success=true reason=vitest and strict tsc gates green with the seeded spec untouched (signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)", "[2026-10-30T06:31:52.812Z] [capture] dumped 1 session(s)", "[2026-10-30T06:31:52.813Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T06:31:52.831Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:31:55.192Z] [trial] daemon shut down", "[2026-10-30T06:31:55.193Z] [trial] PASS duration=30784ms reason=vitest and strict tsc gates green with the seeded spec untouched (signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/failing-tests-spec/failing-tests-spec-gemma4-12b-q4-2026-10-30T06-31-24-407Z-97qq/result.json", "sha256": "ee17f97a191f01b40cd7abf85f0d1d0f1fc341233a48a764166df99fdb38ec05" }, "facts.json": { "path": 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"usage": { "available": true, "totalInputTokens": 24078, "totalOutputTokens": 4938, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 24068, "todayTokensCached": 14931, "todayTokensOut": 3308, "todayCost": 0, "totalTurns": 2, "totalTokensIn": 24068, "totalTokensCached": 14931, "totalTokensOut": 3308, "totalCost": 0, "medianOutputTokensPerSec": 64.9, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 64.9, "turns": 2 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 8165, "outputTokens": 3204, "cost": 0, "durationMs": 56976, "outputTokensPerSec": 62.33188101153336, "at": "2026-10-30T06:45:53.922Z" }, "lastUpdated": "2026-10-30T06:45:53.922Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:45:57.503Z" } }, "source": "engine-log" }, "derived": { "durationMs": 107305, "meanTokensPerSec": 63.35, "genTokensPerSec": 63.35, "genTokens": 4938, "promptTokensPerSec": 1697.62, "peakRssMb": 7297, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 24068, "output": 3308 } } } }, "facts": { "trialId": "incident-postmortem-gemma4-12b-q4-2026-10-30T06-44-08-738Z-fvfk", "scenarioId": "incident-postmortem", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/incident-postmortem/incident-postmortem-gemma4-12b-q4-2026-10-30T06-44-08-738Z-fvfk", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", 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[], "tokens": { "input": 24068, "output": 3308 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:44:10.160Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:44:10.131Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "jordan": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 4, "maxContextFill": 0.02976226806640625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02976226806640625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "all hard signals firing (8/8; advisory no-blame-language=pass; signals: file-present, all-sections, summary-concise, evidence-citations, timestamp-citations, grounded-core-facts, no-unsupported-certainty, action-items-formatted, no-blame-language)", "durationMs": 111657, "timeoutMs": 2400000, "budgetUsedFraction": 0.04652375 }, "timing": { "startedAt": "2026-10-30T06:44:08.738Z", "finishedAt": "2026-10-30T06:46:00.395Z", "timeToFirstArtifactMs": 42094, "timeToLastArtifactWriteMs": 105184, "timeToFirstTokenMs": 13960, "firstTurnTtftMs": 10658, "timeToFirstToolCallMs": 23415 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 3, "byTool": { "read_files": 1, "write_file": 1, "append_to_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 42180, "filePath": "incident-postmortem", "bytes": 3604, "score": 5, "scoreMax": 9, "signals": [ "summary-concise", "evidence-citations", "no-unsupported-certainty", "action-items-formatted", "no-blame-language" ], "failReason": "postmortem.md is 3604B (need ≥ 6 KB)" }, { "atMs": 108300, "filePath": "incident-postmortem", "bytes": 8022, "score": 9, "scoreMax": 9, "signals": [ "file-present", "all-sections", "summary-concise", "evidence-citations", "timestamp-citations", "grounded-core-facts", "no-unsupported-certainty", "action-items-formatted", "no-blame-language" ], "failReason": null } ], "latest": { "filePath": "incident-postmortem", "bytes": 8022, "score": 9, "scoreMax": 9, "signals": [ "file-present", "all-sections", "summary-concise", "evidence-citations", "timestamp-citations", "grounded-core-facts", "no-unsupported-certainty", "action-items-formatted", "no-blame-language" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:44:08.739Z] [trial] id=incident-postmortem-gemma4-12b-q4-2026-10-30T06-44-08-738Z-fvfk scenario=incident-postmortem model=gemma4-12b-q4", "[2026-10-30T06:44:08.739Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/incident-postmortem/incident-postmortem-gemma4-12b-q4-2026-10-30T06-44-08-738Z-fvfk", "[2026-10-30T06:44:08.739Z] [trial] trialHome=/tmp/gezel-eval-incident-postmortem-DdQ1ap", "[2026-10-30T06:44:08.739Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:44:08.740Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:44:08.740Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:44:08.740Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:44:08.741Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-incident-postmortem-DdQ1ap", "[2026-10-30T06:44:10.169Z] [trial] daemon spawned pid=3854225 port=https://127.0.0.1:43083", "[2026-10-30T06:44:10.272Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:44:10.278Z] [trial] running scenario setup hook", "[2026-10-30T06:44:10.278Z] [trial] meester=torsten", "[2026-10-30T06:44:10.448Z] [trial] scenario setup complete", "[2026-10-30T06:44:10.448Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:44:10.448Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:44:10.481Z] [poll] initial digests hard=6c2c2ebc177e0a3d soft=ddd6345297e905ce", "[2026-10-30T06:44:10.539Z] [poll] hard-progress: 6c2c2ebc177e0a3d → 382f62e642806d43 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T06:44:35.772Z] [poll] hard-progress: 382f62e642806d43 → 0535b318c48cca24 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=41,stream=776) sniff=0/0B)", "[2026-10-30T06:44:50.980Z] [poll] hard-progress: 0535b318c48cca24 → 4c37cca33d3d8827 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=87,stream=2601) sniff=5/3604B)", "[2026-10-30T06:45:57.038Z] [poll] terminal: success=true reason=all hard signals firing (8/8; advisory no-blame-language=pass; signals: file-present, all-sections, summary-concise, evidence-citations, timestamp-citations, grounded-core-facts, no-unsupported-certainty, action-items-formatted, no-blame-language)", "[2026-10-30T06:45:57.521Z] [capture] dumped 1 session(s)", "[2026-10-30T06:45:57.523Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T06:45:57.562Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:46:00.395Z] [trial] daemon shut down", "[2026-10-30T06:46:00.396Z] [trial] PASS duration=111657ms reason=all hard signals firing (8/8; advisory no-blame-language=pass; signals: file-present, all-sections, summary-concise, evidence-citations, timestamp-citations, grounded-core-facts, no-unsupported-certainty, action-items-formatted, 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cuda-arch=121a-real", "[2026-10-30T06:55:31.270Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:55:31.271Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-ops-runbook-anomaly-VINztV", "[2026-10-30T06:55:32.808Z] [trial] daemon spawned pid=3864791 port=https://127.0.0.1:40263", "[2026-10-30T06:55:32.906Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:55:32.912Z] [trial] meester=celestine", "[2026-10-30T06:55:32.912Z] [trial] running scenario setup hook", "[2026-10-30T06:55:33.077Z] [trial] scenario setup complete", "[2026-10-30T06:55:33.077Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:55:33.077Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:55:33.101Z] [poll] initial digests hard=aaadbb18e8e6a7c4 soft=dcb38eef901fe00c", "[2026-10-30T06:55:33.152Z] [poll] hard-progress: aaadbb18e8e6a7c4 → fe27451745417ff7 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T06:55:53.351Z] [poll] hard-progress: fe27451745417ff7 → 0c50f24735ea9357 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=33,stream=435) sniff=2/35B)", "[2026-10-30T06:55:58.416Z] [poll] hard-progress: 0c50f24735ea9357 → 7c3d65bef48676c9 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=46,stream=788) sniff=4/90B)", "[2026-10-30T06:56:03.483Z] [poll] hard-progress: 7c3d65bef48676c9 → 525a35801ecf2e80 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=59,stream=1079) sniff=4/90B)", "[2026-10-30T06:56:13.570Z] [poll] hard-progress: 525a35801ecf2e80 → 2529de441bc44a30 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=11,slot=67,stream=1101) sniff=4/90B)", "[2026-10-30T06:56:18.651Z] [poll] hard-progress: 2529de441bc44a30 → 205149320e700bdd after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=12,slot=72,stream=1123) sniff=4/90B)", "[2026-10-30T06:56:23.722Z] [poll] hard-progress: 205149320e700bdd → 334dcaede89a1baf after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=13,slot=79,stream=1273) sniff=5/106B)", "[2026-10-30T06:56:33.812Z] [poll] hard-progress: 334dcaede89a1baf → 07cac7c21f69ceb1 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=14,slot=90,stream=1295) sniff=5/106B)", "[2026-10-30T06:56:38.870Z] [poll] hard-progress: 07cac7c21f69ceb1 → 2102b97d0c66d196 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=15,slot=94,stream=1319) sniff=5/106B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": 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"timeToFirstToolCallMs": 18096 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 16, "byTool": { "read_file": 10, "write_file": 5, "write_artifact": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 21928, "filePath": "ops-runbook-anomaly", "bytes": 31, "score": 2, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded" ], "failReason": "runlog.md is missing step 2 (manifest checksum)'s observed verification value under its own \"STEP 2\" heading — read state/manifest-checksum.txt and checks/expected-counts.md, then verify they match, then record the value verbatim in execution order" }, { "atMs": 26983, "filePath": "ops-runbook-anomaly", "bytes": 57, "score": 3, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded" ], "failReason": 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"signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded", "source-reads-grounded" ], "failReason": null } ], "latest": { "filePath": "ops-runbook-anomaly", "bytes": 465, "score": 7, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded", "source-reads-grounded" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:57:09.331Z] [trial] id=ops-runbook-anomaly-gemma4-12b-q4-2026-10-30T06-57-09-330Z-8d2k scenario=ops-runbook-anomaly model=gemma4-12b-q4", "[2026-10-30T06:57:09.331Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-gemma4-12b-q4-2026-10-30T06-57-09-330Z-8d2k", "[2026-10-30T06:57:09.331Z] [trial] trialHome=/tmp/gezel-eval-ops-runbook-anomaly-M9yXTV", "[2026-10-30T06:57:09.331Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:57:09.331Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:57:09.331Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:57:09.332Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:57:09.332Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-ops-runbook-anomaly-M9yXTV", "[2026-10-30T06:57:10.766Z] [trial] daemon spawned pid=3866427 port=https://127.0.0.1:39281", "[2026-10-30T06:57:10.868Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:57:10.873Z] [trial] meester=bastien", "[2026-10-30T06:57:10.873Z] [trial] running scenario setup hook", "[2026-10-30T06:57:11.045Z] [trial] scenario setup complete", "[2026-10-30T06:57:11.045Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:57:11.045Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:57:11.072Z] [poll] initial digests hard=b71c9ce6196eeb23 soft=e3524c86c3abcd2a", "[2026-10-30T06:57:11.115Z] [poll] hard-progress: b71c9ce6196eeb23 → b884cad5b0987efa after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T06:57:31.301Z] [poll] hard-progress: b884cad5b0987efa → c6904f53ab4a5569 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=34,stream=442) sniff=2/31B)", "[2026-10-30T06:57:36.349Z] [poll] hard-progress: c6904f53ab4a5569 → 29a2f27847c3905c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=49,stream=756) sniff=3/57B)", "[2026-10-30T06:57:41.410Z] [poll] hard-progress: 29a2f27847c3905c → 2fec528c49a7550f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=65,stream=1114) sniff=4/86B)", "[2026-10-30T06:57:46.491Z] [poll] hard-progress: 2fec528c49a7550f → fda91ba89f6e170f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=82,stream=1434) sniff=4/86B)", "[2026-10-30T06:58:01.642Z] [poll] hard-progress: fda91ba89f6e170f → ff632a0bc3689b15 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=11,slot=95,stream=1513) sniff=4/86B)", "[2026-10-30T06:58:06.687Z] [poll] hard-progress: ff632a0bc3689b15 → d31dcfb311e39346 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=12,slot=100,stream=1535) sniff=4/86B)", "[2026-10-30T06:58:11.768Z] [poll] hard-progress: d31dcfb311e39346 → bbc1a1a4d5f2dc69 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=13,slot=104,stream=1681) sniff=5/103B)", "[2026-10-30T06:58:21.865Z] [poll] hard-progress: bbc1a1a4d5f2dc69 → 9736cb27d62c6cce after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=14,slot=115,stream=1703) sniff=5/103B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.04 calls=16 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-gemma4-12b-q4-2026-10-30T06-57-09-330Z-8d2k/result.json", "sha256": "d882c95907b8ecb0ec32d8426e9603e033d08bcc7431bc34b41de3faffa8e16d" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-gemma4-12b-q4-2026-10-30T06-57-09-330Z-8d2k/facts.json", "sha256": "9dbba529f215fccc808fecc1535de6444d660cf8ebebd70ab14e707e837caf46" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-gemma4-12b-q4-2026-10-30T06-57-09-330Z-8d2k/metrics.json", "sha256": "be58425028bcfe66376eed568d38b20c09ce1f1b5bddf8e7db83c558bfa891ea" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "petshop", "trialId": "petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy", "success": true, "nonModelFailure": false, "result": { "trialId": "petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy", "scenarioId": "petshop", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:06:20.376Z", "finishedAt": "2026-10-30T06:08:22.932Z", "durationMs": 122556, "success": true, "reason": "build-me-a-single-page-pet-shop-website/workspace/index.html passed sniff (signals: pet-vocab, store-vocab, structured-page, working-image, image-asset) + runtime (1 assertion(s))", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 22, "peakRssMb": 14221, "peakCpuPercent": 302.8, "firstAtMs": 0, "lastAtMs": 106616 }, "gpu": { "available": true, "sampleCount": 22, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 22, "peakUsedMb": 44674, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 37350, "totalOutputTokens": 3868, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 33536, "todayTokensCached": 32644, "todayTokensOut": 144, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 33536, "totalTokensCached": 32644, "totalTokensOut": 144, "totalCost": 0, "medianOutputTokensPerSec": 60.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 60.6, "turns": 3 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 10602, "cachedInputTokens": 10131, "outputTokens": 40, "cost": 0, "durationMs": 20548, "outputTokensPerSec": 65.32882173607156, "at": "2026-10-30T06:07:41.784Z" }, "lastUpdated": "2026-10-30T06:07:41.784Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:08:17.150Z" } }, "source": "engine-log" }, "derived": { "durationMs": 108193, "meanTokensPerSec": 76.75, "genTokensPerSec": 76.75, "genTokens": 3868, "promptTokensPerSec": 1638.44, "peakRssMb": 14221, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 33536, "output": 144 } } } }, "facts": { "trialId": "petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy", "scenarioId": "petshop", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 22, "peakRssMb": 14221, "peakCpuPercent": 302.8, "firstAtMs": 0, "lastAtMs": 106616 }, "gpu": { "available": true, "sampleCount": 22, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 22, "peakUsedMb": 44674, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 37350, "totalOutputTokens": 3868, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 33536, "todayTokensCached": 32644, "todayTokensOut": 144, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 33536, "totalTokensCached": 32644, "totalTokensOut": 144, "totalCost": 0, "medianOutputTokensPerSec": 60.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 60.6, "turns": 3 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 10602, "cachedInputTokens": 10131, "outputTokens": 40, "cost": 0, "durationMs": 20548, "outputTokensPerSec": 65.32882173607156, "at": "2026-10-30T06:07:41.784Z" }, "lastUpdated": "2026-10-30T06:07:41.784Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:08:17.150Z" } }, "source": "engine-log" }, "derived": { "durationMs": 108193, "meanTokensPerSec": 76.75, "genTokensPerSec": 76.75, "genTokens": 3868, "promptTokensPerSec": 1638.44, "peakRssMb": 14221, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 33536, "output": 144 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "petshop", "scoreAxes": { "visualQuality": 7, "functionalCompleteness": 6, "codeQuality": 7, "polish": 6 }, "meanScore": 6.5, "justification": "Solid single-page site with good layout, card hover effects, and a working booking form with confirmation. Logo tag correctly references assets/logo.png. Loses points for functionalCompleteness because the image-generation tool wasn't actually invoked — logo.png likely doesn't exist. Product images reuse two Unsplash URLs. Code is clean but the hero uses an external background image, and two products share identical img src.", "durationMs": 5814 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "build-me-a-single-page-pet-shop-website/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-30T06:06:50.427Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "74edced9-49c3-472e-8ad1-d1f6f24696e0" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:06:28.929Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:06:28.882Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 4, "taskScoped": 1, "byGezel": { "arpi": 1, "domenico": 1, "harry": 1, "thandiwe": 1 }, "perTask": { "build-me-a-single-page-pet-shop-website/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 3, "maxContextFill": 0.044330596923828125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.044330596923828125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "build-me-a-single-page-pet-shop-website/workspace/index.html passed sniff (signals: pet-vocab, store-vocab, structured-page, working-image, image-asset) + runtime (1 assertion(s))", "durationMs": 122556, "timeoutMs": 7200000, "budgetUsedFraction": 0.017021666666666668 }, "timing": { "startedAt": "2026-10-30T06:06:20.376Z", "finishedAt": "2026-10-30T06:08:22.932Z", "timeToFirstArtifactMs": 111909, "timeToLastArtifactWriteMs": 111923, "timeToFirstTokenMs": 19787, "firstTurnTtftMs": 9269, "timeToFirstToolCallMs": 28996 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Illustrator", "Developer" ], "missingExpectedRoles": [ "image-generator" ] }, "toolUse": { "totalToolCalls": 8, "byTool": { "ensure_gezel": 2, "message_gezel": 2, "generate_image": 1, "write_file": 1, "suggest_work": 1, "start_work": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/build-me-a-single-page-pet-shop-website/index.html", "finalBytes": 6310, "growth": [] } ], "imageFiles": [ { "path": "workspace/build-me-a-single-page-pet-shop-website/assets/logo.png", "bytes": 1246516 }, { "path": "artifacts/build-me-a-single-page-pet-shop-website/generated/image-2026-10-30T06-07-40-382Z-1446852194.png", "bytes": 1246516 }, { "path": "artifacts/build-me-a-single-page-pet-shop-website/sessions/2026-10-30_060713_new-session/tool-0-img-0.png", "bytes": 1246516 } ], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 115367, "filePath": "build-me-a-single-page-pet-shop-website/workspace/index.html", "bytes": 6310, "score": 5, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page", "working-image", "image-asset" ], "failReason": null } ], "latest": { "filePath": "build-me-a-single-page-pet-shop-website/workspace/index.html", "bytes": 6310, "score": 5, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page", "working-image", "image-asset" ], "failReason": null, "runtimePassed": 1, "runtimeFailed": 0 } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:06:20.377Z] [trial] id=petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy scenario=petshop model=gemma4-12b-q4", "[2026-10-30T06:06:20.377Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy", "[2026-10-30T06:06:20.377Z] [trial] trialHome=/tmp/gezel-eval-petshop-z2VgUA", "[2026-10-30T06:06:20.377Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:06:20.377Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:06:20.377Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:06:20.378Z] [trial] sd-server=packages/app/native-bin/linux-arm64-cuda/gezel-sd-server", "[2026-10-30T06:06:20.379Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:06:20.400Z] [cache] sd-cpp/sdxl-lightning-4step already warm", "[2026-10-30T06:06:20.401Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-petshop-z2VgUA", "[2026-10-30T06:06:27.492Z] [trial] linked sd-cpp/sdxl-lightning-4step from /.gezel-eval-cache into /tmp/gezel-eval-petshop-z2VgUA", "[2026-10-30T06:06:28.926Z] [trial] daemon spawned pid=3769376 port=https://127.0.0.1:34715", "[2026-10-30T06:06:29.029Z] [trial] provider=llama-cpp imageProvider=sd-cpp configured, firstRunCompleted=true", "[2026-10-30T06:06:29.036Z] [trial] meester=thandiwe", "[2026-10-30T06:06:29.151Z] [trial] sent prompt to meester (795 chars)", "[2026-10-30T06:06:29.151Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:06:29.169Z] [poll] initial digests hard=29c22aa9a53cc3d0 soft=e815c193f742383a", "[2026-10-30T06:06:54.397Z] [poll] hard-progress: 29c22aa9a53cc3d0 → ab04fb9b4bdf2166 after 25s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=2,slot=42,stream=951) sniff=none)", "[2026-10-30T06:07:14.708Z] [poll] hard-progress: ab04fb9b4bdf2166 → e5f2fad074566b11 after 20s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=2,tools=4,slot=77,stream=1626) sniff=none)", "[2026-10-30T06:07:19.815Z] [poll] hard-progress: e5f2fad074566b11 → f3eb0fc8332a8e83 after 5s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=2,tools=6,slot=92,stream=1971) sniff=none)", "[2026-10-30T06:07:45.134Z] [poll] hard-progress: f3eb0fc8332a8e83 → 024fde133b6385e8 after 25s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=5,tools=7,slot=113,stream=2273) sniff=none)", "[2026-10-30T06:08:16.730Z] [poll] terminal: success=true reason=build-me-a-single-page-pet-shop-website/workspace/index.html passed sniff (signals: pet-vocab, store-vocab, structured-page, working-image, image-asset) + runtime (1 assertion(s))", "[2026-10-30T06:08:17.164Z] [capture] dumped 4 session(s)", "[2026-10-30T06:08:17.165Z] [capture] snapshotted telemetry for 4 session(s)", "[2026-10-30T06:08:17.204Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "petshop", "scoreAxes": { "visualQuality": 7, "functionalCompleteness": 6, "codeQuality": 7, "polish": 6 }, "meanScore": 6.5, "justification": "Solid single-page site with good layout, card hover effects, and a working booking form with confirmation. Logo tag correctly references assets/logo.png. Loses points for functionalCompleteness because the image-generation tool wasn't actually invoked — logo.png likely doesn't exist. Product images reuse two Unsplash URLs. Code is clean but the hero uses an external background image, and two products share identical img src.", "durationMs": 5814 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 8.5, "compositeIgnoringProseFlag": 8.5, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=8" }, "behavior": { "score": 0, "why": "redFlags=0 missing=image-generator" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy/result.json", "sha256": "988d038d309ced98a8ccee51ab065f4ee046facf4944770ca0eabee6282af93d" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy/facts.json", "sha256": "6497c1ddfbd534a57b0a0e625cce6724155a77fda0a5b672dd08b2d371fb859f" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy/metrics.json", "sha256": "c1a910bf975970c196744710e304ca4634858eed782542beac445b8bca881e37" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-06-20-376Z-w7vy/llm-judge.json", "sha256": "c67b95329fe4a8cd42885c898d80c8e276a7218c9abf2f7d6513e97f2fe1bba4" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "petshop", "trialId": "petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir", "success": false, "nonModelFailure": false, "result": { "trialId": "petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir", "scenarioId": "petshop", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:08:24.161Z", "finishedAt": "2026-10-30T06:13:41.349Z", "durationMs": 317188, "success": false, "reason": "repair-aborted: oscar/271e12e5 exhausted its bounded automatic recovery allowance at the current checked progress; last error: The model couldn't apply its file edit after 5 tries, so the turn was stopped. Try sending your message again, or switch to a more capable model in Settings.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "build-me-a-single-page-pet-shop-website/workspace/index.html", "score": 3, "bytes": 5929 }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 61, "peakRssMb": 15564, "peakCpuPercent": 287, "firstAtMs": 0, "lastAtMs": 304629 }, "gpu": { "available": true, "sampleCount": 61, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 61, "peakUsedMb": 40080, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 128818, "totalOutputTokens": 14509, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 9, "todayTokensIn": 75225, "todayTokensCached": 54205, "todayTokensOut": 4119, "todayCost": 0, "totalTurns": 9, "totalTokensIn": 75225, "totalTokensCached": 54205, "totalTokensOut": 4119, "totalCost": 0, "medianOutputTokensPerSec": 67.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 67.6, "turns": 9 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11080, "outputTokens": 1824, "cost": 0, "durationMs": 79872, "outputTokensPerSec": 95.6135011718292, "at": "2026-10-30T06:13:07.044Z" }, "lastUpdated": "2026-10-30T06:13:07.044Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:13:33.158Z" } }, "source": "engine-log" }, "derived": { "durationMs": 305183, "meanTokensPerSec": 83.63, "genTokensPerSec": 83.63, "genTokens": 14509, "promptTokensPerSec": 1594.47, "peakRssMb": 15564, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 75225, "output": 4119 } } } }, "facts": { "trialId": "petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir", "scenarioId": "petshop", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 61, "peakRssMb": 15564, "peakCpuPercent": 287, "firstAtMs": 0, "lastAtMs": 304629 }, "gpu": { "available": true, "sampleCount": 61, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 61, "peakUsedMb": 40080, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 128818, "totalOutputTokens": 14509, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 9, "todayTokensIn": 75225, "todayTokensCached": 54205, "todayTokensOut": 4119, "todayCost": 0, "totalTurns": 9, "totalTokensIn": 75225, "totalTokensCached": 54205, "totalTokensOut": 4119, "totalCost": 0, "medianOutputTokensPerSec": 67.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 67.6, "turns": 9 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11080, "outputTokens": 1824, "cost": 0, "durationMs": 79872, "outputTokensPerSec": 95.6135011718292, "at": "2026-10-30T06:13:07.044Z" }, "lastUpdated": "2026-10-30T06:13:07.044Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:13:33.158Z" } }, "source": "engine-log" }, "derived": { "durationMs": 305183, "meanTokensPerSec": 83.63, "genTokensPerSec": 83.63, "genTokens": 14509, "promptTokensPerSec": 1594.47, "peakRssMb": 15564, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 75225, "output": 4119 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "petshop", "scoreAxes": { "visualQuality": 7, "functionalCompleteness": 8, "codeQuality": 7, "polish": 6 }, "meanScore": 7, "justification": "Clean, real-product look with consistent color tokens, sticky header, hero image, and working cart logic. Logo is wired as assets/logo.png per brief. Functional gaps: no quantity control, no item removal, hero uses an Unsplash URL not a local asset. Code is readable but uses innerHTML injection with template literals (minor XSS risk on product names), and innerText vs textContent inconsistency. No surprising delights beyond the smooth button hover transition.", "durationMs": 6401 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "build-me-a-single-page-pet-shop-website/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-30T06:08:50.937Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "b741662c-e19d-4a04-8a8c-347a2bb7aa6c" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:08:27.890Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:08:27.862Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 5, "taskScoped": 1, "byGezel": { "celestine": 2, "karel": 1, "natasha": 1, "oscar": 1 }, "perTask": { "build-me-a-single-page-pet-shop-website/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 8, "maxContextFill": 0.06070709228515625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.06070709228515625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 9 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-aborted: oscar/271e12e5 exhausted its bounded automatic recovery allowance at the current checked progress; last error: The model couldn't apply its file edit after 5 tries, so the turn was stopped. Try sending your message again, or switch to a more capable model in Settings.", "durationMs": 317188, "timeoutMs": 7200000, "budgetUsedFraction": 0.044053888888888885 }, "timing": { "startedAt": "2026-10-30T06:08:24.161Z", "finishedAt": "2026-10-30T06:13:41.349Z", "timeToFirstArtifactMs": 57117, "timeToLastArtifactWriteMs": 282884, "timeToFirstTokenMs": 14083, "firstTurnTtftMs": 8329, "timeToFirstToolCallMs": 25737 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Illustrator", "Developer" ], "missingExpectedRoles": [ "image-generator" ] }, "toolUse": { "totalToolCalls": 33, "byTool": { "ensure_gezel": 3, "message_gezel": 3, "write_task_note": 1, "write_file": 18, "read_file": 2, "replace_in_file": 1, "replace_lines": 3, "suggest_work": 1, "start_work": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/build-me-a-single-page-pet-shop-website/index.html", "finalBytes": 5929, "growth": [] } ], "imageFiles": [], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 59675, "filePath": "build-me-a-single-page-pet-shop-website/workspace/index.html", "bytes": 676, "score": 3, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page" ], "failReason": null }, { "atMs": 110495, "filePath": "build-me-a-single-page-pet-shop-website/workspace/index.html", "bytes": 5929, "score": 3, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page" ], "failReason": null }, { "atMs": 130864, "filePath": "build-me-a-single-page-pet-shop-website/workspace/index.html", "bytes": 5921, "score": 3, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page" ], "failReason": null }, { "atMs": 283165, "filePath": "build-me-a-single-page-pet-shop-website/workspace/index.html", "bytes": 5929, "score": 3, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page" ], "failReason": null } ], "latest": { "filePath": "build-me-a-single-page-pet-shop-website/workspace/index.html", "bytes": 5929, "score": 3, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:08:24.162Z] [trial] id=petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir scenario=petshop model=gemma4-12b-q4", "[2026-10-30T06:08:24.162Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir", "[2026-10-30T06:08:24.162Z] [trial] trialHome=/tmp/gezel-eval-petshop-auHSkI", "[2026-10-30T06:08:24.162Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:08:24.162Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:08:24.162Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:08:24.163Z] [trial] sd-server=packages/app/native-bin/linux-arm64-cuda/gezel-sd-server", "[2026-10-30T06:08:24.163Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:08:24.163Z] [cache] sd-cpp/sdxl-lightning-4step already warm", "[2026-10-30T06:08:24.164Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-petshop-auHSkI", "[2026-10-30T06:08:26.407Z] [trial] linked sd-cpp/sdxl-lightning-4step from /.gezel-eval-cache into /tmp/gezel-eval-petshop-auHSkI", "[2026-10-30T06:08:27.948Z] [trial] daemon spawned pid=3771552 port=https://127.0.0.1:43501", "[2026-10-30T06:08:28.040Z] [trial] provider=llama-cpp imageProvider=sd-cpp configured, firstRunCompleted=true", "[2026-10-30T06:08:28.047Z] [trial] meester=celestine", "[2026-10-30T06:08:28.141Z] [trial] sent prompt to meester (795 chars)", "[2026-10-30T06:08:28.141Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:08:28.162Z] [poll] initial digests hard=50647b808af5df7d soft=04345556abeb0c71", "[2026-10-30T06:08:53.415Z] [poll] hard-progress: 50647b808af5df7d → e960f62c31569386 after 25s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=2,slot=49,stream=1190) sniff=none)", "[2026-10-30T06:09:13.684Z] [poll] hard-progress: e960f62c31569386 → 13020be7677e79df after 20s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=4,slot=81,stream=1705) sniff=none)", "[2026-10-30T06:09:23.884Z] [poll] hard-progress: 13020be7677e79df → d6f6436879952840 after 10s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=4,tools=5,slot=94,stream=2179) sniff=3/676B)", "[2026-10-30T06:09:34.053Z] [poll] hard-progress: d6f6436879952840 → db29f840f946f25c after 10s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=4,tools=6,slot=117,stream=2534) sniff=3/676B)", "[2026-10-30T06:09:44.167Z] [poll] hard-progress: db29f840f946f25c → 2f6b778bff8f2a83 after 10s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=5,tools=7,slot=143,stream=3183) sniff=3/676B)", "[2026-10-30T06:10:14.832Z] [poll] hard-progress: 2f6b778bff8f2a83 → ef4379531c4f60e8 after 31s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=7,tools=8,slot=217,stream=6858) sniff=3/5929B)", "[2026-10-30T06:10:24.944Z] [poll] hard-progress: ef4379531c4f60e8 → a26b77619f7ee11f after 10s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=9,tools=9,slot=237,stream=7241) sniff=3/5929B)", "[2026-10-30T06:10:30.009Z] [poll] hard-progress: a26b77619f7ee11f → af2b365bbc18912c after 5s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=9,tools=10,slot=241,stream=7261) sniff=3/5929B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "petshop", "scoreAxes": { "visualQuality": 7, "functionalCompleteness": 8, "codeQuality": 7, "polish": 6 }, "meanScore": 7, "justification": "Clean, real-product look with consistent color tokens, sticky header, hero image, and working cart logic. Logo is wired as assets/logo.png per brief. Functional gaps: no quantity control, no item removal, hero uses an Unsplash URL not a local asset. Code is readable but uses innerHTML injection with template literals (minor XSS risk on product names), and innerText vs textContent inconsistency. No surprising delights beyond the smooth button hover transition.", "durationMs": 6401 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 4.5, "compositeIgnoringProseFlag": 4.5, "band": "framework-gap", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-aborted: oscar/271e12e5 exhausted" }, "quality": { "score": 6, "why": "sniff 3/5" }, "efficiency": { "score": 3, "why": "budget=0.04 calls=33 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=0 missing=image-generator" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir/result.json", "sha256": "51e8489605c3784050f6a511cbbf9e79716556e646baa0e8123e12c251f0aaa6" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir/facts.json", "sha256": "410533b69486d0ae1f1d092f5d4716772f9911134a63bdd8718d93d45de01d92" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir/metrics.json", "sha256": "0dbd24ccf264bc5af9f6016893498f6f188e047874230d5ac98bde84d1d654c1" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-08-24-161Z-dkir/llm-judge.json", "sha256": "0a7afcae4a44ccc76c02d0fb3ff04d09ed8e0a62efbf9ac5286ff85a645443d9" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "petshop", "trialId": "petshop-gemma4-12b-q4-2026-10-30T06-13-42-098Z-vkgr", "success": true, "nonModelFailure": false, "result": { "trialId": "petshop-gemma4-12b-q4-2026-10-30T06-13-42-098Z-vkgr", "scenarioId": "petshop", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:13:42.099Z", "finishedAt": "2026-10-30T06:19:04.414Z", "durationMs": 322315, "success": true, "reason": "build-me-a-single-page-pet-shop-website/workspace/index.html passed sniff (signals: pet-vocab, store-vocab, structured-page, working-image, image-asset) + runtime (1 assertion(s))", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-13-42-098Z-vkgr", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 62, "peakRssMb": 14989, "peakCpuPercent": 250.8, "firstAtMs": 0, "lastAtMs": 310032 }, "gpu": { "available": true, "sampleCount": 62, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 62, "peakUsedMb": 45923, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 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"[2026-10-30T06:13:42.099Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-13-42-098Z-vkgr", "[2026-10-30T06:13:42.099Z] [trial] trialHome=/tmp/gezel-eval-petshop-hHNecy", "[2026-10-30T06:13:42.099Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:13:42.099Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:13:42.099Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:13:42.100Z] [trial] sd-server=packages/app/native-bin/linux-arm64-cuda/gezel-sd-server", "[2026-10-30T06:13:42.100Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:13:42.100Z] [cache] sd-cpp/sdxl-lightning-4step already warm", "[2026-10-30T06:13:42.101Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-petshop-hHNecy", "[2026-10-30T06:13:44.459Z] [trial] linked sd-cpp/sdxl-lightning-4step from /.gezel-eval-cache into /tmp/gezel-eval-petshop-hHNecy", "[2026-10-30T06:13:45.999Z] [trial] daemon spawned pid=3776604 port=https://127.0.0.1:46831", "[2026-10-30T06:13:46.101Z] [trial] provider=llama-cpp imageProvider=sd-cpp configured, firstRunCompleted=true", "[2026-10-30T06:13:46.106Z] [trial] meester=orion", "[2026-10-30T06:13:46.213Z] [trial] sent prompt to meester (795 chars)", "[2026-10-30T06:13:46.213Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:13:46.233Z] [poll] initial digests hard=9e739d66c2a26fe4 soft=bedee30a78839043", "[2026-10-30T06:14:06.370Z] [poll] hard-progress: 9e739d66c2a26fe4 → bbf70f962f68e998 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=2,slot=35,stream=744) sniff=none)", "[2026-10-30T06:14:26.674Z] [poll] hard-progress: bbf70f962f68e998 → b472f2a617d423ab after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=70,stream=1304) sniff=none)", "[2026-10-30T06:14:36.811Z] [poll] hard-progress: b472f2a617d423ab → 358b6b5e22dece91 after 10s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=5,slot=90,stream=1806) sniff=none)", "[2026-10-30T06:15:02.326Z] [poll] hard-progress: 358b6b5e22dece91 → 3f7ac223c05357cf after 26s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=4,tools=6,slot=155,stream=5367) sniff=3/5977B)", "[2026-10-30T06:15:17.529Z] [poll] hard-progress: 3f7ac223c05357cf → 4155a84b6a6f67a0 after 15s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=7,tools=7,slot=184,stream=5939) sniff=3/5977B)", "[2026-10-30T06:15:48.079Z] [poll] hard-progress: 4155a84b6a6f67a0 → 75d6dfc004d80f43 after 31s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=7,tools=8,slot=273,stream=8087) sniff=3/5977B)", "[2026-10-30T06:15:53.187Z] [poll] hard-progress: 75d6dfc004d80f43 → 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The logo img tag is correctly wired to assets/logo.png as specified. However, the hero uses an external Unsplash URL (not a generated asset), and the pet cards lack images. Form feedback is simulated rather than real. No actual image generation occurred — the brief required using an image-generation tool to produce the logo PNG, which is absent.", "durationMs": 6158 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 7.5, "compositeIgnoringProseFlag": 7.5, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.04 calls=23" }, "behavior": { "score": 0, "why": "redFlags=0 missing=image-generator" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/petshop/petshop-gemma4-12b-q4-2026-10-30T06-13-42-098Z-vkgr/result.json", "sha256": "559690140f58fb749e22c202a2a9f0c106f0df7bedb64653449fef8556b1a32c" }, "facts.json": { "path": 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124546 }, "usage": { "available": true, "totalInputTokens": 5655, "totalOutputTokens": 953, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:59:06.511Z" } }, "source": "engine-log" }, "derived": { "durationMs": 25952, "meanTokensPerSec": 65.59, "genTokensPerSec": 65.59, "genTokens": 953, "promptTokensPerSec": 1572.23, "peakRssMb": 5112, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", 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"taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "durationMs": 30611, "timeoutMs": 1500000, "budgetUsedFraction": 0.020407333333333333 }, "timing": { "startedAt": "2026-10-30T06:58:38.993Z", "finishedAt": "2026-10-30T06:59:09.604Z", "timeToFirstArtifactMs": 26563, "timeToLastArtifactWriteMs": 26563, "timeToFirstTokenMs": 11487, "firstTurnTtftMs": 8071, "timeToFirstToolCallMs": 17088 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 27093, "filePath": "plan-and-estimate", "bytes": 2165, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } ], "latest": { "filePath": "plan-and-estimate", "bytes": 2165, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:58:38.995Z] [trial] id=plan-and-estimate-gemma4-12b-q4-2026-10-30T06-58-38-992Z-8rrw scenario=plan-and-estimate model=gemma4-12b-q4", "[2026-10-30T06:58:38.995Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-58-38-992Z-8rrw", "[2026-10-30T06:58:38.995Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-l64GHC", "[2026-10-30T06:58:38.995Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:58:38.995Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:58:38.995Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:58:38.996Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:58:38.997Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-plan-and-estimate-l64GHC", "[2026-10-30T06:58:40.530Z] [trial] daemon spawned pid=3868083 port=https://127.0.0.1:35787", "[2026-10-30T06:58:40.626Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:58:40.633Z] [trial] meester=torsten", "[2026-10-30T06:58:40.634Z] [trial] running scenario setup hook", "[2026-10-30T06:58:40.795Z] [trial] scenario setup complete", "[2026-10-30T06:58:40.795Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:58:40.795Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:58:40.823Z] [poll] initial digests hard=90d4f2e3f43db61b soft=3328d0c77549fd1e", "[2026-10-30T06:58:40.880Z] [poll] hard-progress: 90d4f2e3f43db61b → a142231fc2ee8615 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T06:59:01.060Z] [poll] hard-progress: a142231fc2ee8615 → f651e77449e38351 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=36,stream=988) sniff=0/0B)", "[2026-10-30T06:59:06.086Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-30T06:59:06.528Z] [capture] dumped 1 session(s)", "[2026-10-30T06:59:06.532Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T06:59:06.595Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:59:09.604Z] [trial] daemon shut down", "[2026-10-30T06:59:09.605Z] [trial] PASS duration=30611ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-58-38-992Z-8rrw/result.json", "sha256": "970d4ed72be5e901536c8c401b8accfe17928a42b49c36a3ceb12d700b3abf62" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-58-38-992Z-8rrw/facts.json", "sha256": "dbdd2d8eddfc6a503df112aa648d42bce291a49dee802dbd888dfd7a6d2eab86" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-58-38-992Z-8rrw/metrics.json", "sha256": "48364556db6d11ebec24a68c22d9ccb944e679b2d0712548fed4099c9395d8e0" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "plan-and-estimate", "trialId": "plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi", "success": true, "nonModelFailure": false, "result": { "trialId": "plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi", "scenarioId": "plan-and-estimate", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:59:10.166Z", "finishedAt": "2026-10-30T06:59:40.969Z", "durationMs": 30803, "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 6, "peakRssMb": 5147, "peakCpuPercent": 178.2, "firstAtMs": 0, "lastAtMs": 25415 }, "gpu": { "available": true, "sampleCount": 6, "peakUtilPercent": 88, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 6, "peakUsedMb": 29826, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5655, "totalOutputTokens": 941, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:59:37.722Z" } }, "source": "engine-log" }, "derived": { "durationMs": 25992, "meanTokensPerSec": 64.18, "genTokensPerSec": 64.18, "genTokens": 941, "promptTokensPerSec": 1559.72, "peakRssMb": 5147, "peakGpuUtilPercent": 88, "billing": null } }, "facts": { "trialId": "plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi", "scenarioId": "plan-and-estimate", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 6, "peakRssMb": 5147, "peakCpuPercent": 178.2, "firstAtMs": 0, "lastAtMs": 25415 }, "gpu": { "available": true, "sampleCount": 6, "peakUtilPercent": 88, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 6, "peakUsedMb": 29826, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5655, "totalOutputTokens": 941, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:59:37.722Z" } }, "source": "engine-log" }, "derived": { "durationMs": 25992, "meanTokensPerSec": 64.18, "genTokensPerSec": 64.18, "genTokens": 941, "promptTokensPerSec": 1559.72, "peakRssMb": 5147, "peakGpuUtilPercent": 88, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:59:11.641Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:59:11.618Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "deepak": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.02191162109375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02191162109375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "durationMs": 30803, "timeoutMs": 1500000, "budgetUsedFraction": 0.020535333333333333 }, "timing": { "startedAt": "2026-10-30T06:59:10.166Z", "finishedAt": "2026-10-30T06:59:40.969Z", "timeToFirstArtifactMs": 26733, "timeToLastArtifactWriteMs": 26733, "timeToFirstTokenMs": 11483, "firstTurnTtftMs": 8019, "timeToFirstToolCallMs": 17345 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 27067, "filePath": "plan-and-estimate", "bytes": 2018, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } ], "latest": { "filePath": "plan-and-estimate", "bytes": 2018, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:59:10.166Z] [trial] id=plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi scenario=plan-and-estimate model=gemma4-12b-q4", "[2026-10-30T06:59:10.166Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi", "[2026-10-30T06:59:10.166Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-GmekZl", "[2026-10-30T06:59:10.167Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:59:10.167Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:59:10.167Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:59:10.168Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:59:10.168Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-plan-and-estimate-GmekZl", "[2026-10-30T06:59:11.702Z] [trial] daemon spawned pid=3868700 port=https://127.0.0.1:43067", "[2026-10-30T06:59:11.794Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:59:11.801Z] [trial] meester=zara", "[2026-10-30T06:59:11.801Z] [trial] running scenario setup hook", "[2026-10-30T06:59:11.961Z] [trial] scenario setup complete", "[2026-10-30T06:59:11.961Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:59:11.961Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:59:11.980Z] [poll] initial digests hard=50c7c2acb77db35b soft=df10f9959efe8be8", "[2026-10-30T06:59:12.025Z] [poll] hard-progress: 50c7c2acb77db35b → 6fea3a20a5effe99 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T06:59:32.216Z] [poll] hard-progress: 6fea3a20a5effe99 → ea0e6969771fa4b0 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=36,stream=968) sniff=0/0B)", "[2026-10-30T06:59:37.234Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-30T06:59:37.740Z] [capture] dumped 1 session(s)", "[2026-10-30T06:59:37.744Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T06:59:37.785Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:59:40.969Z] [trial] daemon shut down", "[2026-10-30T06:59:40.970Z] [trial] PASS duration=30803ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi/result.json", "sha256": "f18e7cffb7f3ddd6f6f29d4d2a55ef9cf43ce28ab212cbac275a76511004d164" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi/facts.json", "sha256": "4b4cafce6e1f1e917f41133c321fdadc14a1ec5f32375b3a620f9a66e1accb50" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-10-166Z-wgwi/metrics.json", "sha256": "93568c2d1662dd0169272825f188d1b85a366da4ce49ef83381d0096d0f76102" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "plan-and-estimate", "trialId": "plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9", "success": true, "nonModelFailure": false, "result": { "trialId": "plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9", "scenarioId": "plan-and-estimate", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:59:41.372Z", "finishedAt": "2026-10-30T07:00:17.075Z", "durationMs": 35703, "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 7, "peakRssMb": 5486, "peakCpuPercent": 175.8, "firstAtMs": 0, "lastAtMs": 30449 }, "gpu": { "available": true, "sampleCount": 7, "peakUtilPercent": 86, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 7, "peakUsedMb": 30388, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 6302, "totalOutputTokens": 1105, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 6297, "todayTokensCached": 5650, "todayTokensOut": 46, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 6297, "totalTokensCached": 5650, "totalTokensOut": 46, "totalCost": 0, "medianOutputTokensPerSec": 68.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 68.5, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 6297, "cachedInputTokens": 5650, "outputTokens": 46, "cost": 0, "durationMs": 26595, "outputTokensPerSec": 68.46157708088964, "at": "2026-10-30T07:00:11.235Z" }, "lastUpdated": "2026-10-30T07:00:11.235Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:00:13.843Z" } }, "source": "engine-log" }, "derived": { "durationMs": 31001, "meanTokensPerSec": 63.71, "genTokensPerSec": 63.71, "genTokens": 1105, "promptTokensPerSec": 1515.51, "peakRssMb": 5486, "peakGpuUtilPercent": 86, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 6297, "output": 46 } } } }, "facts": { "trialId": "plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9", "scenarioId": "plan-and-estimate", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 7, "peakRssMb": 5486, "peakCpuPercent": 175.8, "firstAtMs": 0, "lastAtMs": 30449 }, "gpu": { "available": true, "sampleCount": 7, "peakUtilPercent": 86, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 7, "peakUsedMb": 30388, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 6302, "totalOutputTokens": 1105, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 6297, "todayTokensCached": 5650, "todayTokensOut": 46, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 6297, "totalTokensCached": 5650, "totalTokensOut": 46, "totalCost": 0, "medianOutputTokensPerSec": 68.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 68.5, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 6297, "cachedInputTokens": 5650, "outputTokens": 46, "cost": 0, "durationMs": 26595, "outputTokensPerSec": 68.46157708088964, "at": "2026-10-30T07:00:11.235Z" }, "lastUpdated": "2026-10-30T07:00:11.235Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:00:13.843Z" } }, "source": "engine-log" }, "derived": { "durationMs": 31001, "meanTokensPerSec": 63.71, "genTokensPerSec": 63.71, "genTokens": 1105, "promptTokensPerSec": 1515.51, "peakRssMb": 5486, "peakGpuUtilPercent": 86, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 6297, "output": 46 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:59:42.816Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:59:42.784Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "deepak": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 2, "maxContextFill": 0.021915435791015625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.021915435791015625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "durationMs": 35703, "timeoutMs": 1500000, "budgetUsedFraction": 0.023802 }, "timing": { "startedAt": "2026-10-30T06:59:41.372Z", "finishedAt": "2026-10-30T07:00:17.075Z", "timeToFirstArtifactMs": 28479, "timeToLastArtifactWriteMs": 29863, "timeToFirstTokenMs": 11224, "firstTurnTtftMs": 7956, "timeToFirstToolCallMs": 17053 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 32028, "filePath": "plan-and-estimate", "bytes": 2596, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } ], "latest": { "filePath": "plan-and-estimate", "bytes": 2596, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:59:41.373Z] [trial] id=plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9 scenario=plan-and-estimate model=gemma4-12b-q4", "[2026-10-30T06:59:41.373Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9", "[2026-10-30T06:59:41.373Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-mSP3Og", "[2026-10-30T06:59:41.373Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:59:41.373Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:59:41.374Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:59:41.374Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:59:41.375Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-plan-and-estimate-mSP3Og", "[2026-10-30T06:59:42.809Z] [trial] daemon spawned pid=3869218 port=https://127.0.0.1:42089", "[2026-10-30T06:59:42.903Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:59:42.909Z] [trial] meester=elara", "[2026-10-30T06:59:42.909Z] [trial] running scenario setup hook", "[2026-10-30T06:59:43.075Z] [trial] scenario setup complete", "[2026-10-30T06:59:43.076Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:59:43.076Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:59:43.102Z] [poll] initial digests hard=ffa18f73d3767303 soft=9def51b97786a24f", "[2026-10-30T06:59:43.158Z] [poll] hard-progress: ffa18f73d3767303 → eb7844914e8cb321 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:00:03.347Z] [poll] hard-progress: eb7844914e8cb321 → ccdef5b6b645c842 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=37,stream=1008) sniff=0/0B)", "[2026-10-30T07:00:13.400Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-30T07:00:13.855Z] [capture] dumped 1 session(s)", "[2026-10-30T07:00:13.857Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:00:13.906Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:00:17.072Z] [trial] daemon shut down", "[2026-10-30T07:00:17.075Z] [trial] PASS duration=35703ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9/result.json", "sha256": "8910bc8cec52bca4995b5ddc04968e3eea278790e2b3c8c79f7995d09998835e" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9/facts.json", "sha256": "c81fc749ec9afcb9f19b2aac96cb9ea6cb6cbea5a960f7f471635c5f86278e38" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T06-59-41-372Z-g5p9/metrics.json", "sha256": "956f2adb3c611e93f0d2ec0e67ee7c9a04e59641f88cc50cd2a9d2576bd69116" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "schema-migration", "trialId": "schema-migration-gemma4-12b-q4-2026-10-30T06-22-19-453Z-j7iy", "success": true, "nonModelFailure": false, "result": { "trialId": "schema-migration-gemma4-12b-q4-2026-10-30T06-22-19-453Z-j7iy", "scenarioId": "schema-migration", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:22:19.453Z", "finishedAt": "2026-10-30T06:25:12.690Z", "durationMs": 173237, "success": true, "reason": "all 7 signals firing including tsc-clean (signals: types-updated, store-updated, handlers-updated, migrate-function, tests-present, migration-doc, tsc-clean)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/schema-migration/schema-migration-gemma4-12b-q4-2026-10-30T06-22-19-453Z-j7iy", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 34, "peakRssMb": 14478, "peakCpuPercent": 237.8, "firstAtMs": 0, "lastAtMs": 167218 }, "gpu": { "available": true, "sampleCount": 34, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 34, "peakUsedMb": 39704, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 113261, "totalOutputTokens": 3598, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 10, "todayTokensIn": 105594, "todayTokensCached": 23573, "todayTokensOut": 1948, "todayCost": 0, "totalTurns": 10, "totalTokensIn": 105594, "totalTokensCached": 23573, "totalTokensOut": 1948, "totalCost": 0, "medianOutputTokensPerSec": 81.8, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 81.8, "turns": 10 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 15900, "outputTokens": 832, "cost": 0, "durationMs": 23097, "outputTokensPerSec": 67.37307593521288, "at": "2026-10-30T06:25:06.786Z" }, "lastUpdated": "2026-10-30T06:25:06.786Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": 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category=local-engine", "[2026-10-30T06:25:13.424Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:25:13.424Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:25:13.425Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-schema-migration-jsOcWZ", "[2026-10-30T06:25:14.961Z] [trial] daemon spawned pid=3788474 port=https://127.0.0.1:36063", "[2026-10-30T06:25:15.058Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:25:15.065Z] [trial] meester=celestine", "[2026-10-30T06:25:15.065Z] [trial] running scenario setup hook", "[2026-10-30T06:25:15.290Z] [trial] scenario setup complete", "[2026-10-30T06:25:15.290Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:25:15.290Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", 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"team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 12, "byTool": { "read_files": 1, "write_file": 4, "replace_lines": 3, "read_file": 4 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 1755, "filePath": "schema-migration", "bytes": 1659, "score": 0, "scoreMax": 7, "signals": [], "failReason": "types.ts still declares name or is missing required string firstName/lastName fields on User and CreateUserInput" }, { "atMs": 27033, "filePath": "schema-migration", "bytes": 2253, "score": 0, "scoreMax": 7, "signals": [], "failReason": "types.ts still declares name or is missing required string firstName/lastName fields on User and CreateUserInput" }, { "atMs": 42489, "filePath": "schema-migration", "bytes": 2234, "score": 2, "scoreMax": 7, "signals": [ "types-updated", "migrate-function" ], "failReason": "store.ts still uses a live name property or is missing firstName/lastName" }, { "atMs": 57636, "filePath": "schema-migration", "bytes": 2270, "score": 2, "scoreMax": 7, "signals": [ "types-updated", "migrate-function" ], "failReason": "store.ts still uses a live name property or is missing firstName/lastName" }, { "atMs": 67749, "filePath": "schema-migration", "bytes": 2404, "score": 3, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "migrate-function" ], "failReason": "handlers.ts unmet subcontracts: format-display-full-name (return firstName + space + lastName from formatDisplayName); render-card-full-name (include firstName + space + lastName in the rendered card); summary-full-name (include each mapped user firstName + space + lastName); no-legacy-name-access (remove every live .name property access)" }, { "atMs": 82918, "filePath": "schema-migration", "bytes": 2472, "score": 4, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function" ], "failReason": "tests/migrate.test.ts not present yet" }, { "atMs": 98352, "filePath": "schema-migration", "bytes": 3523, "score": 5, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present" ], "failReason": "MIGRATION.md not present yet" }, { "atMs": 139123, "filePath": "schema-migration", "bytes": 5181, "score": 7, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present", "migration-doc", "tsc-clean" ], "failReason": null } ], "latest": { "filePath": "schema-migration", "bytes": 5181, "score": 7, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present", "migration-doc", "tsc-clean" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:27:52.301Z] [trial] id=schema-migration-gemma4-12b-q4-2026-10-30T06-27-52-300Z-4trm scenario=schema-migration model=gemma4-12b-q4", "[2026-10-30T06:27:52.301Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/schema-migration/schema-migration-gemma4-12b-q4-2026-10-30T06-27-52-300Z-4trm", "[2026-10-30T06:27:52.301Z] [trial] trialHome=/tmp/gezel-eval-schema-migration-NJFvzY", "[2026-10-30T06:27:52.301Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:27:52.301Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:27:52.302Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:27:52.302Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:27:52.303Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-schema-migration-NJFvzY", "[2026-10-30T06:27:53.742Z] [trial] daemon spawned pid=3790950 port=https://127.0.0.1:33927", "[2026-10-30T06:27:53.841Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:27:53.847Z] [trial] running scenario setup hook", "[2026-10-30T06:27:53.847Z] [trial] meester=soren", "[2026-10-30T06:27:54.022Z] [trial] scenario setup complete", "[2026-10-30T06:27:54.022Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:27:54.022Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:27:54.051Z] [poll] initial digests hard=5b2dde42daaeb52b soft=6ba027e27b5528ab", "[2026-10-30T06:27:54.129Z] [poll] hard-progress: 5b2dde42daaeb52b → 12e2ac865789aa05 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/1659B)", "[2026-10-30T06:28:09.276Z] [poll] hard-progress: 12e2ac865789aa05 → 96e416fdf4f4aca6 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=18,stream=345) sniff=0/1659B)", "[2026-10-30T06:28:19.364Z] [poll] hard-progress: 96e416fdf4f4aca6 → e160b240bac67980 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=2,slot=40,stream=1199) sniff=0/2253B)", "[2026-10-30T06:28:34.817Z] [poll] hard-progress: e160b240bac67980 → 64cb1189fe7a7b7b after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=63,stream=1738) sniff=2/2234B)", "[2026-10-30T06:28:50.001Z] [poll] hard-progress: 64cb1189fe7a7b7b → 3400098d7d0f9b9f after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=4,slot=96,stream=2584) sniff=2/2270B)", "[2026-10-30T06:28:55.041Z] [poll] hard-progress: 3400098d7d0f9b9f → d11e98d3bdc08742 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=5,slot=100,stream=2608) sniff=2/2270B)", "[2026-10-30T06:29:00.116Z] [poll] hard-progress: d11e98d3bdc08742 → 4c9bd55d3a097858 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=6,slot=108,stream=2800) sniff=3/2404B)", "[2026-10-30T06:29:10.207Z] [poll] hard-progress: 4c9bd55d3a097858 → f5162686cee3f041 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=7,slot=127,stream=3196) sniff=3/2404B)", "[2026-10-30T06:29:15.269Z] [poll] hard-progress: f5162686cee3f041 → 1d010eb957c5771b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=8,slot=131,stream=3397) sniff=4/2472B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.07 calls=12 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/schema-migration/schema-migration-gemma4-12b-q4-2026-10-30T06-27-52-300Z-4trm/result.json", "sha256": "afb73ce0427e46b1834c5b0fb2773932a25848af2b4ad6d64d8d1be95bd69d3d" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/schema-migration/schema-migration-gemma4-12b-q4-2026-10-30T06-27-52-300Z-4trm/facts.json", "sha256": "a72bb8a01c0a944a0c2bef712f2b0bb4831a9926373286806eda6b75c1d3d904" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/schema-migration/schema-migration-gemma4-12b-q4-2026-10-30T06-27-52-300Z-4trm/metrics.json", "sha256": "c636cb4177ef42c32a9d55369bd7b6c2f3d8964d007d58bf7f6f871813ef6ee9" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "symptom-debug", "trialId": "symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi", "success": true, "nonModelFailure": false, "result": { "trialId": "symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi", "scenarioId": "symptom-debug", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:31:58.483Z", "finishedAt": "2026-10-30T06:36:27.575Z", "durationMs": 269092, "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 52, "peakRssMb": 15015, "peakCpuPercent": 251.3, "firstAtMs": 0, "lastAtMs": 259474 }, "gpu": { "available": true, "sampleCount": 52, "peakUtilPercent": 91, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 52, "peakUsedMb": 39669, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 7738, "totalOutputTokens": 9646, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:36:20.014Z" } }, "source": "engine-log" }, "derived": { "durationMs": 260078, "meanTokensPerSec": 72.28, "genTokensPerSec": 72.28, "genTokens": 9646, "promptTokensPerSec": 1212.36, "peakRssMb": 15015, "peakGpuUtilPercent": 91, "billing": null } }, "facts": { "trialId": "symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi", "scenarioId": "symptom-debug", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 52, "peakRssMb": 15015, "peakCpuPercent": 251.3, "firstAtMs": 0, "lastAtMs": 259474 }, "gpu": { "available": true, "sampleCount": 52, "peakUtilPercent": 91, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 52, "peakUsedMb": 39669, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 7738, "totalOutputTokens": 9646, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:36:20.014Z" } }, "source": "engine-log" }, "derived": { "durationMs": 260078, "meanTokensPerSec": 72.28, "genTokensPerSec": 72.28, "genTokens": 9646, "promptTokensPerSec": 1212.36, "peakRssMb": 15015, "peakGpuUtilPercent": 91, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:31:59.892Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:31:59.874Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "theo": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.020725250244140625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.020725250244140625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "durationMs": 269092, "timeoutMs": 1200000, "budgetUsedFraction": 0.22424333333333332 }, "timing": { "startedAt": "2026-10-30T06:31:58.483Z", "finishedAt": "2026-10-30T06:36:27.575Z", "timeToFirstArtifactMs": 257974, "timeToLastArtifactWriteMs": 257974, "timeToFirstTokenMs": 11199, "firstTurnTtftMs": 7923, "timeToFirstToolCallMs": 12854 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 10, "byTool": { "list_dir": 1, "read_file": 4, "run_installed_script": 3, "write_file": 1, "replace_lines": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 1754, "filePath": "symptom-debug", "bytes": 1193, "score": 1, "scoreMax": 3, "signals": [ "accept-untouched" ], "failReason": "node accept.mjs still failing: CASE 3: expected \"a4\" got \"a5\" | CASE 4: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a5\",\"a6\",\"a7\",\"a9\",\"a10\"] | CASE 6: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a4\",\"a6\",\"a7\",\"a8\",\"a9\"]" }, { "atMs": 261160, "filePath": "symptom-debug", "bytes": 1189, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } ], "latest": { "filePath": "symptom-debug", "bytes": 1189, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:31:58.484Z] [trial] id=symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi scenario=symptom-debug model=gemma4-12b-q4", "[2026-10-30T06:31:58.484Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi", "[2026-10-30T06:31:58.484Z] [trial] trialHome=/tmp/gezel-eval-symptom-debug-QMkKlU", "[2026-10-30T06:31:58.484Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:31:58.484Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:31:58.484Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:31:58.485Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:31:58.486Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-symptom-debug-QMkKlU", "[2026-10-30T06:31:59.910Z] [trial] daemon spawned pid=3839707 port=https://127.0.0.1:38987", "[2026-10-30T06:31:59.997Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:32:00.000Z] [trial] meester=ulrike", "[2026-10-30T06:32:00.000Z] [trial] running scenario setup hook", "[2026-10-30T06:32:00.152Z] [trial] scenario setup complete", "[2026-10-30T06:32:00.152Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:32:00.152Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:32:00.171Z] [poll] initial digests hard=377274e438cf8584 soft=161fdd600b60ce25", "[2026-10-30T06:32:00.277Z] [poll] hard-progress: 377274e438cf8584 → af53c029ebdd0945 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/1193B)", "[2026-10-30T06:32:15.539Z] [poll] hard-progress: af53c029ebdd0945 → ccb00c3a79e57b8e after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=22,stream=329) sniff=1/1193B)", "[2026-10-30T06:32:30.704Z] [poll] hard-progress: ccb00c3a79e57b8e → e4fb02746f5f2c7f after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=70,stream=1309) sniff=1/1193B)", "[2026-10-30T06:32:35.761Z] [poll] hard-progress: e4fb02746f5f2c7f → 6b1e5d2b8226d53c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=83,stream=1554) sniff=1/1193B)", "[2026-10-30T06:34:22.520Z] [poll] hard-progress: 6b1e5d2b8226d53c → 9f3ca31419d9fb53 after 107s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=402,stream=9508) sniff=1/1193B)", "[2026-10-30T06:34:27.598Z] [poll] hard-progress: 9f3ca31419d9fb53 → 62926eb5a74320d0 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=416,stream=9834) sniff=1/1193B)", "[2026-10-30T06:36:19.643Z] [poll] terminal: success=true reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "[2026-10-30T06:36:20.039Z] [capture] dumped 1 session(s)", "[2026-10-30T06:36:20.041Z] [capture] snapshotted telemetry for 1 session(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 3/3 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.22 calls=10" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi/result.json", "sha256": "df0427eb3a0fcd9bd30ba2085aef5975cb472fbf4ca487e402c3952cb3146f4d" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi/facts.json", "sha256": "170692f6ae5ce403f10b21ed32ef73366a33c2288c9d960052c5ce1bf604ba39" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-31-58-483Z-ezdi/metrics.json", "sha256": "6ee4cc19fd443247acd71e0ebe0f8ea9ca628deceb70c6940d9e6abcdb2ba3f9" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "symptom-debug", "trialId": "symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k", "success": true, "nonModelFailure": false, "result": { "trialId": "symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k", "scenarioId": "symptom-debug", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:36:28.954Z", "finishedAt": "2026-10-30T06:37:30.107Z", "durationMs": 61153, "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 12, "peakRssMb": 9060, "peakCpuPercent": 181.3, "firstAtMs": 0, "lastAtMs": 55999 }, "gpu": { "available": true, "sampleCount": 12, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 12, "peakUsedMb": 33995, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 14112, "totalOutputTokens": 2530, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 7114, "todayTokensCached": 0, "todayTokensOut": 1981, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 7114, "totalTokensCached": 0, "totalTokensOut": 1981, "totalCost": 0, "medianOutputTokensPerSec": 84.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 84.5, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7114, "outputTokens": 1981, "cost": 0, "durationMs": 29146, "outputTokensPerSec": 84.52909630241984, "at": "2026-10-30T06:37:21.749Z" }, "lastUpdated": "2026-10-30T06:37:21.749Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:37:26.982Z" } }, "source": "engine-log" }, "derived": { "durationMs": 56557, "meanTokensPerSec": 79.52, "genTokensPerSec": 79.52, "genTokens": 2530, "promptTokensPerSec": 1466.02, "peakRssMb": 9060, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 7114, "output": 1981 } } } }, "facts": { "trialId": "symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k", "scenarioId": "symptom-debug", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 12, "peakRssMb": 9060, "peakCpuPercent": 181.3, "firstAtMs": 0, "lastAtMs": 55999 }, "gpu": { "available": true, "sampleCount": 12, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 12, "peakUsedMb": 33995, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 14112, "totalOutputTokens": 2530, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 7114, "todayTokensCached": 0, "todayTokensOut": 1981, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 7114, "totalTokensCached": 0, "totalTokensOut": 1981, "totalCost": 0, "medianOutputTokensPerSec": 84.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 84.5, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7114, "outputTokens": 1981, "cost": 0, "durationMs": 29146, "outputTokensPerSec": 84.52909630241984, "at": "2026-10-30T06:37:21.749Z" }, "lastUpdated": "2026-10-30T06:37:21.749Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:37:26.982Z" } }, "source": "engine-log" }, "derived": { "durationMs": 56557, "meanTokensPerSec": 79.52, "genTokensPerSec": 79.52, "genTokens": 2530, "promptTokensPerSec": 1466.02, "peakRssMb": 9060, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 7114, "output": 1981 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:36:30.420Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:36:30.395Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "theo": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 4, "maxContextFill": 0.02691650390625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02691650390625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 2 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "durationMs": 61153, "timeoutMs": 1200000, "budgetUsedFraction": 0.05096083333333333 }, "timing": { "startedAt": "2026-10-30T06:36:28.954Z", "finishedAt": "2026-10-30T06:37:30.107Z", "timeToFirstArtifactMs": 52781, "timeToLastArtifactWriteMs": 52781, "timeToFirstTokenMs": 11318, "firstTurnTtftMs": 7858, "timeToFirstToolCallMs": 18150 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 7, "byTool": { "read_files": 1, "run_installed_script": 5, "replace_lines": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 1926, "filePath": "symptom-debug", "bytes": 1193, "score": 1, "scoreMax": 3, "signals": [ "accept-untouched" ], "failReason": "node accept.mjs still failing: CASE 3: expected \"a4\" got \"a5\" | CASE 4: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a5\",\"a6\",\"a7\",\"a9\",\"a10\"] | CASE 6: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a4\",\"a6\",\"a7\",\"a8\",\"a9\"]" }, { "atMs": 57684, "filePath": "symptom-debug", "bytes": 1189, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } ], "latest": { "filePath": "symptom-debug", "bytes": 1189, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:36:28.955Z] [trial] id=symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k scenario=symptom-debug model=gemma4-12b-q4", "[2026-10-30T06:36:28.955Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k", "[2026-10-30T06:36:28.955Z] [trial] trialHome=/tmp/gezel-eval-symptom-debug-AqDFZd", "[2026-10-30T06:36:28.955Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:36:28.955Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:36:28.955Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:36:28.956Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:36:28.957Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-symptom-debug-AqDFZd", "[2026-10-30T06:36:30.392Z] [trial] daemon spawned pid=3846642 port=https://127.0.0.1:46177", "[2026-10-30T06:36:30.498Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:36:30.506Z] [trial] meester=zephyr", "[2026-10-30T06:36:30.506Z] [trial] running scenario setup hook", "[2026-10-30T06:36:30.754Z] [trial] scenario setup complete", "[2026-10-30T06:36:30.754Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:36:30.754Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:36:30.792Z] [poll] initial digests hard=51bc8d4eef687489 soft=9f9f732813379c49", "[2026-10-30T06:36:30.951Z] [poll] hard-progress: 51bc8d4eef687489 → c6739382ca49ae82 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/1193B)", "[2026-10-30T06:36:51.170Z] [poll] hard-progress: c6739382ca49ae82 → b8628d61d2cbe38f after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=36,stream=556) sniff=1/1193B)", "[2026-10-30T06:36:56.229Z] [poll] hard-progress: b8628d61d2cbe38f → 8a56acdfd00e5057 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=6,slot=39,stream=580) sniff=1/1193B)", "[2026-10-30T06:37:26.638Z] [poll] terminal: success=true reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "[2026-10-30T06:37:26.992Z] [capture] dumped 1 session(s)", "[2026-10-30T06:37:26.993Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T06:37:27.017Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:37:30.107Z] [trial] daemon shut down", "[2026-10-30T06:37:30.110Z] [trial] PASS duration=61153ms reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 3/3 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.05 calls=7" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k/result.json", "sha256": "e02a97adc91821637944321330c010b95a6cedd452b06863964e74868e9aa95f" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k/facts.json", "sha256": "6a4533c8313b2fcbcbfb761b6b58a7df3a10ad53d4a3a35d5b937eebab6b761c" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-36-28-954Z-qm1k/metrics.json", "sha256": "418ae03eed8f292cec5100a0f622ae8b70155bf2c058570d3b2bcda4f805f5b3" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "symptom-debug", "trialId": "symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z", "success": true, "nonModelFailure": false, "result": { "trialId": "symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z", "scenarioId": "symptom-debug", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T06:37:30.587Z", "finishedAt": "2026-10-30T06:40:12.100Z", "durationMs": 161513, "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 31, "peakRssMb": 14676, "peakCpuPercent": 180.7, "firstAtMs": 0, "lastAtMs": 152681 }, "gpu": { "available": true, "sampleCount": 31, "peakUtilPercent": 93, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 31, "peakUsedMb": 39240, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 8478, "totalOutputTokens": 1953, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:40:05.299Z" } }, "source": "engine-log" }, "derived": { "durationMs": 153246, "meanTokensPerSec": 75.53, "genTokensPerSec": 75.53, "genTokens": 1953, "promptTokensPerSec": 1169.66, "peakRssMb": 14676, "peakGpuUtilPercent": 93, "billing": null } }, "facts": { "trialId": "symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z", "scenarioId": "symptom-debug", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 31, "peakRssMb": 14676, "peakCpuPercent": 180.7, "firstAtMs": 0, "lastAtMs": 152681 }, "gpu": { "available": true, "sampleCount": 31, "peakUtilPercent": 93, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 31, "peakUsedMb": 39240, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 8478, "totalOutputTokens": 1953, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:40:05.299Z" } }, "source": "engine-log" }, "derived": { "durationMs": 153246, "meanTokensPerSec": 75.53, "genTokensPerSec": 75.53, "genTokens": 1953, "promptTokensPerSec": 1169.66, "peakRssMb": 14676, "peakGpuUtilPercent": 93, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:37:32.022Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:37:31.994Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "theo": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 2, "maxContextFill": 0.02072906494140625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02072906494140625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 2 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "durationMs": 161513, "timeoutMs": 1200000, "budgetUsedFraction": 0.13459416666666665 }, "timing": { "startedAt": "2026-10-30T06:37:30.587Z", "finishedAt": "2026-10-30T06:40:12.100Z", "timeToFirstArtifactMs": 153723, "timeToLastArtifactWriteMs": 153723, "timeToFirstTokenMs": 10849, "firstTurnTtftMs": 7445, "timeToFirstToolCallMs": 15196 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 12, "byTool": { "list_dir": 1, "read_file": 4, "run_installed_script": 5, "write_file": 1, "replace_lines": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 1856, "filePath": "symptom-debug", "bytes": 1193, "score": 1, "scoreMax": 3, "signals": [ "accept-untouched" ], "failReason": "node accept.mjs still failing: CASE 3: expected \"a4\" got \"a5\" | CASE 4: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a5\",\"a6\",\"a7\",\"a9\",\"a10\"] | CASE 6: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a4\",\"a6\",\"a7\",\"a8\",\"a9\"]" }, { "atMs": 154340, "filePath": "symptom-debug", "bytes": 1189, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } ], "latest": { "filePath": "symptom-debug", "bytes": 1189, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:37:30.587Z] [trial] id=symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z scenario=symptom-debug model=gemma4-12b-q4", "[2026-10-30T06:37:30.588Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z", "[2026-10-30T06:37:30.588Z] [trial] trialHome=/tmp/gezel-eval-symptom-debug-FQX6Ku", "[2026-10-30T06:37:30.588Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:37:30.588Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:37:30.588Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:37:30.589Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:37:30.590Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-symptom-debug-FQX6Ku", "[2026-10-30T06:37:32.020Z] [trial] daemon spawned pid=3847731 port=https://127.0.0.1:40895", "[2026-10-30T06:37:32.111Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:37:32.115Z] [trial] meester=cassian", "[2026-10-30T06:37:32.116Z] [trial] running scenario setup hook", "[2026-10-30T06:37:32.329Z] [trial] scenario setup complete", "[2026-10-30T06:37:32.329Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T06:37:32.330Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:37:32.356Z] [poll] initial digests hard=c01a217eb3e0e6c7 soft=ecd9ae94e0e3ba48", "[2026-10-30T06:37:32.510Z] [poll] hard-progress: c01a217eb3e0e6c7 → 6fa6e658924d3a76 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/1193B)", "[2026-10-30T06:37:47.661Z] [poll] hard-progress: 6fa6e658924d3a76 → 2f0882940eeecc04 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=25,stream=401) sniff=1/1193B)", "[2026-10-30T06:37:52.718Z] [poll] hard-progress: 2f0882940eeecc04 → fa0e513820153298 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=38,stream=598) sniff=1/1193B)", "[2026-10-30T06:39:44.524Z] [poll] hard-progress: fa0e513820153298 → eeaa42b417838f63 after 112s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=372,stream=8652) sniff=1/1193B)", "[2026-10-30T06:39:49.613Z] [poll] hard-progress: eeaa42b417838f63 → 9932acc96182441c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=386,stream=8929) sniff=1/1193B)", "[2026-10-30T06:40:04.927Z] [poll] terminal: success=true reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "[2026-10-30T06:40:05.311Z] [capture] dumped 1 session(s)", "[2026-10-30T06:40:05.313Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T06:40:05.344Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 3/3 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.13 calls=12 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z/result.json", "sha256": "aef46bbd7b30988f6c55c91c958a328eaf4afe097f993770479a476551434818" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z/facts.json", "sha256": "6122712ce9a48513322ffed527b88395bd25fccc297543d6a41c24909972693b" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/symptom-debug/symptom-debug-gemma4-12b-q4-2026-10-30T06-37-30-586Z-c57z/metrics.json", "sha256": "372d3917231a4a68a545ae3ca759978ae1e947abd4436a7197b25aa50904c315" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "core", "scenarioId": "tankcombat", "trialId": 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**`index.html`**", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-30T06:21:12.839Z] [trial] id=tankcombat-gemma4-12b-q4-2026-10-30T06-21-12-837Z-3tkz scenario=tankcombat model=gemma4-12b-q4", "[2026-10-30T06:21:12.839Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/tankcombat/tankcombat-gemma4-12b-q4-2026-10-30T06-21-12-837Z-3tkz", "[2026-10-30T06:21:12.839Z] [trial] trialHome=/tmp/gezel-eval-tankcombat-Qw0TcK", "[2026-10-30T06:21:12.839Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:21:12.839Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:21:12.839Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:21:12.840Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:21:12.841Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-tankcombat-Qw0TcK", "[2026-10-30T06:21:14.278Z] [trial] daemon spawned pid=3784403 port=https://127.0.0.1:39283", "[2026-10-30T06:21:14.378Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:21:14.385Z] [trial] meester=cassian", "[2026-10-30T06:21:14.481Z] [trial] sent prompt to meester (1688 chars)", "[2026-10-30T06:21:14.481Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:21:14.498Z] [poll] initial digests hard=fe2173457e2223b8 soft=eda6f84aa177ce01", "[2026-10-30T06:21:34.737Z] [poll] hard-progress: fe2173457e2223b8 → f3049f71746bceaf after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=38,stream=773) sniff=none)", "[2026-10-30T06:21:39.757Z] [poll] hard-progress: f3049f71746bceaf → 78837d442da1d603 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=2,slot=41,stream=798) sniff=none)", "[2026-10-30T06:22:11.857Z] [poll] terminal: success=true reason=this-work-e/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))", "[2026-10-30T06:22:12.209Z] [capture] dumped 2 session(s)", "[2026-10-30T06:22:12.211Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-30T06:22:12.244Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:22:15.881Z] [trial] daemon shut down", "[2026-10-30T06:22:15.882Z] [trial] PASS duration=63043ms reason=this-work-e/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tankcombat", "scoreAxes": { "visualQuality": 7, "functionalCompleteness": 8, "codeQuality": 6, "polish": 5 }, "meanScore": 6.5, "justification": "Solid playable game with correct tank shape, rotation, enemy spawning, bullet firing, score tracking, and gameState exposure. Loses points for using alert()+reload for game over (jarring UX), splice-during-forEach iteration bugs that can silently skip collision checks, and no visual feedback beyond the score. No obstacles, power-ups, or sound, but the core loop works.", "durationMs": 6035 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.01 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/tankcombat/tankcombat-gemma4-12b-q4-2026-10-30T06-21-12-837Z-3tkz/result.json", "sha256": "31b1128382059eb5caa8aa005a6e99716b5ea978f40eae2a8b5cba4cfc53bd41" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/tankcombat/tankcombat-gemma4-12b-q4-2026-10-30T06-21-12-837Z-3tkz/facts.json", "sha256": 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[trial] sent prompt to meester (621 chars)", "[2026-10-30T06:03:30.331Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:03:30.363Z] [poll] initial digests hard=898197f7c6c3719e soft=2950d595544208fa", "[2026-10-30T06:03:50.487Z] [poll] hard-progress: 898197f7c6c3719e → be06e18e8aa0bfd7 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=2,slot=29,stream=516) sniff=none)", "[2026-10-30T06:04:17.143Z] [poll] terminal: success=true reason=this-work-e/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "[2026-10-30T06:04:17.662Z] [capture] dumped 2 session(s)", "[2026-10-30T06:04:17.664Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-30T06:04:17.703Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:04:22.369Z] [trial] daemon shut down", "[2026-10-30T06:04:22.370Z] [trial] PASS duration=53840ms reason=this-work-e/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tictactoe", "scoreAxes": { "visualQuality": 7, "functionalCompleteness": 10, "codeQuality": 8, "polish": 5 }, "meanScore": 7.5, "justification": "Clean, functional implementation that fully satisfies the brief: 9 static button elements, querySelectorAll wiring, win/draw detection, reset. Visual design is pleasant but basic—no X/O color differentiation, no win highlight, no animation. Code is readable and well-structured with no embarrassing patterns. Missing delightful touches like highlighting the winning combo or color-coding players.", "durationMs": 5089 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.01 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/tictactoe/tictactoe-gemma4-12b-q4-2026-10-30T06-03-28-529Z-bqu3/result.json", "sha256": "1355c40359469cf74712032f517ca6bfa667b066f38a4efe6f09496c7708d67b" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/tictactoe/tictactoe-gemma4-12b-q4-2026-10-30T06-03-28-529Z-bqu3/facts.json", "sha256": 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"2026-10-30T06:04:23.030Z", "finishedAt": "2026-10-30T06:05:21.753Z", "durationMs": 58723, "success": true, "reason": "this-work-e/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/tictactoe/tictactoe-gemma4-12b-q4-2026-10-30T06-04-23-029Z-1r04", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 11, "peakRssMb": 7344, "peakCpuPercent": 283.5, "firstAtMs": 0, "lastAtMs": 50885 }, "gpu": { "available": true, "sampleCount": 11, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 11, "peakUsedMb": 31691, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 13603, "totalOutputTokens": 2247, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 13595, "todayTokensCached": 6810, "todayTokensOut": 1408, "todayCost": 0, "totalTurns": 2, "totalTokensIn": 13595, "totalTokensCached": 6810, "totalTokensOut": 1408, "totalCost": 0, "medianOutputTokensPerSec": 78, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 78, "turns": 2 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 6613, "outputTokens": 1385, "cost": 0, "durationMs": 20352, "outputTokensPerSec": 98.38318887212205, "at": "2026-10-30T06:05:10.892Z" }, "lastUpdated": "2026-10-30T06:05:10.892Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:05:17.093Z" } }, "source": "engine-log" }, "derived": { "durationMs": 52449, "meanTokensPerSec": 90.79, "genTokensPerSec": 90.79, "genTokens": 2247, "promptTokensPerSec": 1631.14, "peakRssMb": 7344, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 13595, "output": 1408 } } } }, "facts": { "trialId": "tictactoe-gemma4-12b-q4-2026-10-30T06-04-23-029Z-1r04", "scenarioId": "tictactoe", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/tictactoe/tictactoe-gemma4-12b-q4-2026-10-30T06-04-23-029Z-1r04", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": 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"scoreAxes": { "visualQuality": 7, "functionalCompleteness": 10, "codeQuality": 9, "polish": 5 }, "meanScore": 7.8, "justification": "Fully functional two-player game with correct win/draw detection, reset, and exactly 9 static button elements wired via querySelectorAll as specified. Code is clean and readable. Visually decent but basic—no X/O coloring, no winning-line highlight, no animation. Functional but unremarkable aesthetically.", "durationMs": 4443 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 4, "activationEvents": 1, "completed": 1, "gateApprovals": 1, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "this-work-e/1", "stepId": "build", "activatedAt": "2026-10-30T06:04:46.823Z", "completedAt": "2026-10-30T06:05:11.116Z", "ms": 24293, "gateRejections": 0, "toolCalls": 1, "sessionIds": [ "c4102590-02ad-4104-98a3-05ffc2643a87" ] }, { "ref": "this-work-e/1", "stepId": "evaluate", "activatedAt": "2026-10-30T06:05:11.117Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T06:04:24.618Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T06:04:24.592Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 24293 }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "josefina": 1, "senna": 1 }, "perTask": { "this-work-e/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.25, "maxMessages": 3, "maxContextFill": 0.035846710205078125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.035846710205078125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "this-work-e/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "durationMs": 58723, "timeoutMs": 7200000, "budgetUsedFraction": 0.008155972222222222 }, "timing": { "startedAt": "2026-10-30T06:04:23.030Z", "finishedAt": "2026-10-30T06:05:21.753Z", "timeToFirstArtifactMs": 47850, "timeToLastArtifactWriteMs": 47863, "timeToFirstTokenMs": 12711, "firstTurnTtftMs": 9207, "timeToFirstToolCallMs": 22793 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 3, "byTool": { "suggest_work": 1, "start_work": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/this-work-e/index.html", "finalBytes": 4884, "growth": [] } ], "imageFiles": [], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 52599, "filePath": "this-work-e/workspace/index.html", "bytes": 4884, "score": 6, "scoreMax": null, "signals": [ "name", "grid", "click", "win-detect", "js-parses", "js-size-ok" ], "failReason": null } ], "latest": { "filePath": "this-work-e/workspace/index.html", "bytes": 4884, "score": 6, "scoreMax": null, "signals": [ "name", "grid", "click", "win-detect", "js-parses", "js-size-ok" ], "failReason": null, "runtimePassed": 2, "runtimeFailed": 0 } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T06:04:23.030Z] [trial] id=tictactoe-gemma4-12b-q4-2026-10-30T06-04-23-029Z-1r04 scenario=tictactoe model=gemma4-12b-q4", "[2026-10-30T06:04:23.030Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/core/tictactoe/tictactoe-gemma4-12b-q4-2026-10-30T06-04-23-029Z-1r04", "[2026-10-30T06:04:23.030Z] [trial] trialHome=/tmp/gezel-eval-tictactoe-sZDpGr", "[2026-10-30T06:04:23.030Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T06:04:23.030Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T06:04:23.030Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T06:04:23.031Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T06:04:23.032Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-tictactoe-sZDpGr", "[2026-10-30T06:04:24.614Z] [trial] daemon spawned pid=3766838 port=https://127.0.0.1:42043", "[2026-10-30T06:04:24.716Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T06:04:24.723Z] [trial] meester=senna", "[2026-10-30T06:04:24.817Z] [trial] sent prompt to meester (621 chars)", "[2026-10-30T06:04:24.817Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T06:04:24.839Z] [poll] initial digests hard=86c6be9f2d24ba0b soft=7c4eda1c130649c5", "[2026-10-30T06:04:50.239Z] [poll] hard-progress: 86c6be9f2d24ba0b → 10050efef37ea0e6 after 25s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=2,slot=43,stream=1024) sniff=none)", "[2026-10-30T06:05:16.619Z] [poll] terminal: success=true reason=this-work-e/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "[2026-10-30T06:05:17.111Z] [capture] dumped 2 session(s)", "[2026-10-30T06:05:17.114Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-30T06:05:17.177Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T06:05:21.753Z] [trial] daemon shut down", "[2026-10-30T06:05:21.754Z] [trial] PASS duration=58723ms reason=this-work-e/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tictactoe", "scoreAxes": { "visualQuality": 7, "functionalCompleteness": 10, "codeQuality": 9, "polish": 5 }, "meanScore": 7.8, "justification": "Fully functional two-player game with correct win/draw detection, reset, and exactly 9 static button elements wired via querySelectorAll as specified. Code is clean and readable. Visually decent but basic—no X/O coloring, no winning-line highlight, no animation. 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Repro test was added in the real layout, but no red-run evidence is quoted—only claims about what was verified. Validation section references expected outcomes without showing actual terminal output, so we cannot confirm the suite was genuinely run and turned green, nor that a mutant run was performed.", "durationMs": 5152 }, "craftbook": { "craftbookId": "bug-fix-tdd", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 6, "completed": 0, "gateApprovals": 0, "gateRejections": 24, "redrives": 0, "perStep": [ { "ref": "orderly-pricing/1", "stepId": "reproduce", "activatedAt": "2026-10-30T14:59:27.812Z", "completedAt": null, "ms": null, "gateRejections": 24, "toolCalls": 184, "sessionIds": [ "edb29ed4-1001-4f54-b8b6-b790af55902a" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T14:57:03.336Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T14:57:03.305Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 1, "byGezel": { "malai": 1 }, "perTask": { "orderly-pricing/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 36, "maxContextFill": 0.4806632995605469, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.4806632995605469 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 34 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-bug-fix-tdd:26:targetnone:frnsn9x5:rp0:rf0:m3\" stuck for 8m — 6 re-writes (13 tool calls) without sniff movement. Artifact produced but never reached success.", "durationMs": 2292663, "timeoutMs": 9000000, "budgetUsedFraction": 0.25474033333333335 }, "timing": { "startedAt": "2026-10-30T14:57:01.958Z", "finishedAt": "2026-10-30T15:35:14.621Z", "timeToFirstArtifactMs": 69773, "timeToLastArtifactWriteMs": 1988640, "timeToFirstTokenMs": 18860, "firstTurnTtftMs": 10719, "timeToFirstToolCallMs": 21958 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 184, "byTool": { "read_file": 4, "list_dir": 2, "ask_user_question": 1, "write_file": 3, "read_task_notes": 20, "write_artifact": 57, "read_artifact": 3, "advance_task_step": 19, "set_task_status": 74, "replace_lines": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 12 }, "sniff": { "progression": [ { "atMs": 1843, "filePath": "craftbook-bug-fix-tdd", "bytes": 0, "score": 5, "scoreMax": 28, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/pricing.js, tests/pricing.test.mjs, source/bug-report.md" }, { "atMs": 22573, "filePath": "craftbook-bug-fix-tdd", "bytes": 0, "score": 5, "scoreMax": 28, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/pricing.js, tests/pricing.test.mjs" }, { "atMs": 27788, "filePath": "craftbook-bug-fix-tdd", "bytes": 0, "score": 5, "scoreMax": 28, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: src/pricing.js, tests/pricing.test.mjs" }, { "atMs": 33031, "filePath": "craftbook-bug-fix-tdd", "bytes": 0, "score": 6, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 80196, "filePath": "craftbook-bug-fix-tdd", "bytes": 581, "score": 10, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook 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"atMs": 1468474, "filePath": "craftbook-bug-fix-tdd", "bytes": 645, "score": 26, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 1727877, "filePath": "craftbook-bug-fix-tdd", "bytes": 645, "score": 26, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 1754789, "filePath": "craftbook-bug-fix-tdd", "bytes": 645, "score": 26, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 1971419, "filePath": "craftbook-bug-fix-tdd", "bytes": 645, "score": 26, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" } ], "latest": { "filePath": "craftbook-bug-fix-tdd", "bytes": 645, "score": 26, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T14:57:01.958Z] [trial] id=craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T14-57-01-957Z-jhea scenario=craftbook-bug-fix-tdd model=gemma4-12b-q4", "[2026-10-30T14:57:01.958Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T14-57-01-957Z-jhea", "[2026-10-30T14:57:01.958Z] [trial] trialHome=/tmp/gezel-eval-craftbook-bug-fix-tdd-prOWN4", "[2026-10-30T14:57:01.958Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T14:57:01.959Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T14:57:01.959Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T14:57:01.959Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T14:57:01.960Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-bug-fix-tdd-prOWN4", "[2026-10-30T14:57:03.390Z] [trial] daemon spawned pid=514575 port=https://127.0.0.1:44969", "[2026-10-30T14:57:03.487Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T14:57:03.490Z] [trial] meester=torsten", "[2026-10-30T14:57:03.490Z] [trial] running scenario setup hook", "[2026-10-30T14:57:03.633Z] [trial] scenario setup complete", "[2026-10-30T14:57:03.634Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T14:57:03.634Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T14:57:03.654Z] [poll] initial digests hard=9ccd80b4a41aa271 soft=a03ec6f2a785668d", "[2026-10-30T14:57:03.828Z] [poll] hard-progress: 9ccd80b4a41aa271 → bc5c094c38c9e088 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-30T14:57:08.990Z] [poll] hard-progress: bc5c094c38c9e088 → efbc175e98623da0 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-30T14:57:24.556Z] [poll] hard-progress: efbc175e98623da0 → 9fb7b27af01bc0f4 after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=21,stream=240) sniff=5/0B)", "[2026-10-30T14:57:29.786Z] [poll] hard-progress: 9fb7b27af01bc0f4 → 8aaa96e7c56c41b7 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=38,stream=511) sniff=5/0B)", "[2026-10-30T14:57:35.008Z] [poll] hard-progress: 8aaa96e7c56c41b7 → 7c94b42791d2658c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=53,stream=799) sniff=6/0B)", "[2026-10-30T14:57:50.706Z] [poll] hard-progress: 7c94b42791d2658c → 7bec7919db7c3c76 after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=97,stream=1902) sniff=6/0B)", "[2026-10-30T14:58:11.743Z] [poll] hard-progress: 7bec7919db7c3c76 → 317cd04cc6bf572c after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=8,slot=151,stream=3216) sniff=6/0B)", "[2026-10-30T14:58:17.019Z] [poll] hard-progress: 317cd04cc6bf572c → 4ee5e9f5363d2907 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=167,stream=3504) sniff=6/0B)", "[2026-10-30T14:58:22.181Z] [poll] hard-progress: 4ee5e9f5363d2907 → 6599b529858fe7cb after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=10,slot=183,stream=3998) sniff=10/581B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-bug-fix-tdd", "scoreAxes": { "Repro-first discipline": 6, "Fix minimality": 9, "Honest verification": 5 }, "meanScore": 6.7, "justification": "Fix is minimal and correct (>= instead of >). Repro test was added in the real layout, but no red-run evidence is quoted—only claims about what was verified. 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"autoAnswer": { "total": 2, "byKind": { "structured": 2, "inline": 0 }, "events": [ { "atMs": 1213843, "kind": "structured", "gezel": "georgios", "question": "I have successfully reproduced the bug by adding a failing test to `tests/pricin…", "chose": "write-in (default)" }, { "atMs": 1498387, "kind": "structured", "gezel": "georgios", "question": "I have successfully reproduced the bug by adding a failing test to `tests/pricin…", "chose": "write-in (proceed-now)" } ] }, "miscEvents": [ "[2026-10-30T15:35:15.182Z] [trial] id=craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T15-35-15-181Z-eb77 scenario=craftbook-bug-fix-tdd model=gemma4-12b-q4", "[2026-10-30T15:35:15.182Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T15-35-15-181Z-eb77", "[2026-10-30T15:35:15.182Z] [trial] trialHome=/tmp/gezel-eval-craftbook-bug-fix-tdd-d1nM3G", "[2026-10-30T15:35:15.182Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T15:35:15.182Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T15:35:15.183Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T15:35:15.184Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T15:35:15.185Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-bug-fix-tdd-d1nM3G", "[2026-10-30T15:35:16.725Z] [trial] daemon spawned pid=617251 port=https://127.0.0.1:33257", "[2026-10-30T15:35:16.832Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T15:35:16.840Z] [trial] meester=linnea", "[2026-10-30T15:35:16.840Z] [trial] running scenario setup hook", "[2026-10-30T15:35:17.006Z] [trial] scenario setup complete", "[2026-10-30T15:35:17.006Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T15:35:17.006Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T15:35:17.019Z] [poll] initial digests hard=f1fc4439bc28928f soft=30f2d6018e39e756", "[2026-10-30T15:35:17.185Z] [poll] hard-progress: f1fc4439bc28928f → 4370c1037cc79dc4 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-30T15:35:22.350Z] [poll] hard-progress: 4370c1037cc79dc4 → ce70b3213ff3b8dd after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-30T15:35:37.910Z] [poll] hard-progress: ce70b3213ff3b8dd → 8e2012c89f779528 after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=23,stream=303) sniff=5/0B)", "[2026-10-30T15:35:43.125Z] [poll] hard-progress: 8e2012c89f779528 → 6c7881070983419e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=39,stream=862) sniff=4/0B)", "[2026-10-30T15:35:48.352Z] [poll] hard-progress: 6c7881070983419e → fc2590ecc2a6eb60 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=56,stream=1331) sniff=5/0B)", "[2026-10-30T15:35:53.606Z] [poll] hard-progress: fc2590ecc2a6eb60 → 87351ad78fb96882 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=72,stream=2012) sniff=10/589B)", "[2026-10-30T15:35:58.753Z] [poll] hard-progress: 87351ad78fb96882 → a26807eee996f8bb after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=88,stream=2633) sniff=10/589B)", "[2026-10-30T15:36:09.112Z] [poll] hard-progress: a26807eee996f8bb → 17658c8ab88b5ec6 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=14,slot=103,stream=2813) sniff=10/589B)", "[2026-10-30T15:36:14.336Z] [poll] hard-progress: 17658c8ab88b5ec6 → d2b2f08d50094a8a after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=16,slot=117,stream=3249) sniff=10/589B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-bug-fix-tdd", "scoreAxes": { "Repro-first discipline": 3, "Fix minimality": 8, "Honest verification": 3 }, "meanScore": 4.7, "justification": "The fix-notes.md correctly identifies the off-by-one operator bug and the minimal single-character fix, scoring well on minimality. However, no red test output is quoted anywhere — only a claim that a test was added. Verification language ('should pass') is forward-looking rather than evidential, and no green suite output or mutant run results are shown, so both repro-first discipline and honest verification score low.", "durationMs": 14925 }, "tableReview": { "status": "judged", "rubricId": "craftbook-bug-fix-tdd" }, "fixedScore": { "composite": 6.5, "compositeIgnoringProseFlag": 6.5, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 9, "why": "sniff 27/28" }, "efficiency": { "score": 3, "why": "budget=0.25 calls=299 (interpolated)" }, "behavior": { "score": 8, "why": "autoAnswer=2 (interpolated)" } } }, "developerToolPhase": { "lastStep": "reproduce", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T15-35-15-181Z-eb77/result.json", "sha256": "ed05f0ba97a44afd1ed176e7a111b740420b6cfa6b1cdd32c73d75d421c731bd" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T15-35-15-181Z-eb77/facts.json", "sha256": "674a13fdceacfb8ed962cf16a848c3fbc574751d209ec5eb10ddb39bc409a0a0" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T15-35-15-181Z-eb77/metrics.json", "sha256": "b78821966cdd302a6f31349c5658d3ef096e2a0099c7f3d01792fdc031e0ef38" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T15-35-15-181Z-eb77/llm-judge.json", "sha256": "b478e17d36705a4c217aeb1ce8ee73e2021915bacba0596a78d2a4087dd6f9fb" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "developer", "scenarioId": "craftbook-bug-fix-tdd", "trialId": "craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T16-13-30-081Z-i05k", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T16-13-30-081Z-i05k", "scenarioId": "craftbook-bug-fix-tdd", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T16:13:30.082Z", "finishedAt": "2026-10-30T16:31:25.998Z", "durationMs": 1075916, "success": false, "reason": "craftbook-bug-fix-tdd stale no-write repair loop: tasks/1/review.md had unchanged content (902 bytes) for 82s — a re-emission of identical bytes counts as unchanged here after repair feedback and newer chat activity; still failing 23/28: tasks/1/review.md is missing required content: explicit reviewer verdict — nothing in its 902 bytes matches /Verdict:\\s*(?:PASS|REVISE)/. Add that content.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T16-13-30-081Z-i05k", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "failureClass": "model", "failureClassRule": "task-paused-unrecovered", "failureClassEvidence": "[tasks] orderly-pricing/1 paused for help (gate_exhausted) at step \"reproduce\"" }, "metrics": { "process": { "sampleCount": 211, "peakRssMb": 20028, "peakCpuPercent": 305.7, "firstAtMs": 1, "lastAtMs": 1066585 }, "gpu": { "available": true, "sampleCount": 211, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 211, "peakUsedMb": 43413, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 687776, "totalOutputTokens": 29373, 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daemon[src=service-telemetry](turns=3,tools=12,slot=163,stream=3957) sniff=7/613B)", "[2026-10-30T16:15:00.832Z] [poll] hard-progress: 9e7f4833c0262526 → 32f4509e4b4eba75 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=12,slot=166,stream=3957) sniff=8/616B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-bug-fix-tdd", "scoreAxes": { "Repro-first discipline": 3, "Fix minimality": 8, "Honest verification": 2 }, "meanScore": 4.3, "justification": "The fix itself is exactly right — single `>` → `>=` at the defect site, no churn. But the artifact never quotes any actual test run output: no red evidence of the failing reproduction run, no green suite transcript, and no mutant-kill result. It only instructs the reader to run `npm test` and claims the named test 'should pass', substituting prescription for evidence throughout.", "durationMs": 14707 }, "tableReview": { "status": "judged", "rubricId": "craftbook-bug-fix-tdd" }, "fixedScore": { "composite": 5.3, "compositeIgnoringProseFlag": 5.3, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 8, "why": "sniff 23/28" }, "efficiency": { "score": 3, "why": "budget=0.12 calls=153 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "developerToolPhase": { "lastStep": "reproduce", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-gemma4-12b-q4-2026-10-30T16-13-30-081Z-i05k/result.json", "sha256": 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124546 }, "usage": { "available": true, "totalInputTokens": 66607, "totalOutputTokens": 3151, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 32337, "todayTokensCached": 20844, "todayTokensOut": 571, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 32337, "totalTokensCached": 20844, "totalTokensOut": 571, "totalCost": 0, "medianOutputTokensPerSec": 85.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 85.6, "turns": 3 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11353, "cachedInputTokens": 11132, "outputTokens": 33, "cost": 0, "durationMs": 19602, "outputTokensPerSec": 93.02839401013428, "at": "2026-10-30T11:00:33.641Z" }, "lastUpdated": "2026-10-30T11:00:33.641Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T11:00:50.372Z" } }, "source": "engine-log" }, "derived": { "durationMs": 112169, "meanTokensPerSec": 77.48, "genTokensPerSec": 77.48, "genTokens": 3151, "promptTokensPerSec": 1696.21, "peakRssMb": 10077, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 32337, "output": 571 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 7, "usefulness": 8 }, "meanScore": 7.5, "justification": "The agent followed the three-step scope/report/done sequence and produced a structured report with the required sections (Summary, Findings table with file:line citations, Verdict). Findings are grounded in specific diff locations with actionable recommendations. Minor gaps: the verdict line mixes format ('Verdict: request-changes' rather than a clean separate field), and there's no explicit Done/stamp step confirmation. Overall solid execution.", "durationMs": 5000 }, "craftbook": { "craftbookId": "code-review", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 2, "completed": 3, "gateApprovals": 2, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "code-review-workflow-eval/1", "stepId": "scope", "activatedAt": "2026-10-30T10:58:58.398Z", "completedAt": "2026-10-30T10:59:23.346Z", "ms": 24948, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "3a69fb8e-b808-4a08-aa98-169558f2af88" ] }, { "ref": "code-review-workflow-eval/1", "stepId": "report", "activatedAt": "2026-10-30T10:59:23.346Z", "completedAt": "2026-10-30T11:00:10.903Z", "ms": 47557, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "3a69fb8e-b808-4a08-aa98-169558f2af88" ] }, { "ref": "code-review-workflow-eval/1", "stepId": "done", "activatedAt": "2026-10-30T11:00:10.903Z", "completedAt": "2026-10-30T11:00:33.605Z", "ms": 22702, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "3a69fb8e-b808-4a08-aa98-169558f2af88" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T10:58:58.158Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T10:58:58.125Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 24948 }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "matti": 2 }, "perTask": { "code-review-workflow-eval/1": 1 }, "reusedAcrossSteps": 1, "continuityReuses": 2, "continuityBreaks": 0, "sessionsPerStep": 0.2, "maxMessages": 6, "maxContextFill": 0.05326080322265625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.05326080322265625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-code-review passed 4 deterministic craftbook checks", "durationMs": 118053, "timeoutMs": 1800000, "budgetUsedFraction": 0.065585 }, "timing": { "startedAt": "2026-10-30T10:58:56.736Z", "finishedAt": "2026-10-30T11:00:54.789Z", "timeToFirstArtifactMs": 73090, "timeToLastArtifactWriteMs": 73090, "timeToFirstTokenMs": 17130, "firstTurnTtftMs": 8942, "timeToFirstToolCallMs": 20474 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 12, "byTool": { "read_artifact": 3, "write_task_note": 2, "advance_task_step": 2, "read_file": 1, "write_artifact": 1, "read_files": 1, "list_artifacts": 1, "read_artifacts": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 15 }, "sniff": { "progression": [ { "atMs": 1734, "filePath": "craftbook-code-review", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, src/payment.js, docs/review-conventions.md" }, { "atMs": 62408, "filePath": "craftbook-code-review", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, src/payment.js" }, { "atMs": 77689, "filePath": "craftbook-code-review", "bytes": 1985, "score": 3, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, src/payment.js" }, { "atMs": 113146, "filePath": "craftbook-code-review", "bytes": 1985, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-code-review", "bytes": 1985, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T10:58:56.736Z] [trial] id=craftbook-code-review-gemma4-12b-q4-2026-10-30T10-58-56-735Z-x6pa scenario=craftbook-code-review model=gemma4-12b-q4", "[2026-10-30T10:58:56.736Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-code-review/craftbook-code-review-gemma4-12b-q4-2026-10-30T10-58-56-735Z-x6pa", "[2026-10-30T10:58:56.736Z] [trial] trialHome=/tmp/gezel-eval-craftbook-code-review-rPIRXe", "[2026-10-30T10:58:56.736Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T10:58:56.736Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T10:58:56.737Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T10:58:56.737Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T10:58:56.738Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-code-review-rPIRXe", "[2026-10-30T10:58:58.170Z] [trial] daemon spawned pid=89338 port=https://127.0.0.1:43119", "[2026-10-30T10:58:58.268Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T10:58:58.274Z] [trial] meester=dagny", "[2026-10-30T10:58:58.275Z] [trial] running scenario setup hook", "[2026-10-30T10:58:58.426Z] [trial] scenario setup complete", "[2026-10-30T10:58:58.426Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T10:58:58.426Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T10:58:58.446Z] [poll] initial digests hard=095cdf45e360f85b soft=ff49cdd800171518", "[2026-10-30T10:58:58.499Z] [poll] hard-progress: 095cdf45e360f85b → 3c31d4b99994b39c after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T10:59:03.552Z] [poll] hard-progress: 3c31d4b99994b39c → 5594760a1b6ac677 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T10:59:18.722Z] [poll] hard-progress: 5594760a1b6ac677 → 371ccfea1b65ac7e after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=22,stream=292) sniff=1/0B)", "[2026-10-30T10:59:23.771Z] [poll] hard-progress: 371ccfea1b65ac7e → f8622d7b533362fe after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=35,stream=724) sniff=1/0B)", "[2026-10-30T10:59:59.173Z] [poll] hard-progress: f8622d7b533362fe → 9c2476bc6e3e5711 after 35s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=98,stream=2193) sniff=1/0B)", "[2026-10-30T11:00:14.454Z] [poll] hard-progress: 9c2476bc6e3e5711 → 8e889e73fa2fb085 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=6,slot=128,stream=3187) sniff=3/1985B)", "[2026-10-30T11:00:24.547Z] [poll] hard-progress: 8e889e73fa2fb085 → f014c5952f6a3e9a after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=7,slot=144,stream=3392) sniff=3/1985B)", "[2026-10-30T11:00:34.693Z] [poll] hard-progress: f014c5952f6a3e9a → ab72561fd1d83580 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=9,slot=160,stream=3718) sniff=3/1985B)", "[2026-10-30T11:00:49.883Z] [poll] terminal: success=true reason=craftbook-code-review passed 4 deterministic craftbook checks" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 7, "usefulness": 8 }, "meanScore": 7.5, "justification": "The agent followed the three-step scope/report/done sequence and produced a structured report with the required sections (Summary, Findings table with file:line citations, Verdict). Findings are grounded in specific diff locations with actionable recommendations. Minor gaps: the verdict line mixes format ('Verdict: request-changes' rather than a clean separate field), and there's no explicit Done/stamp step confirmation. Overall solid execution.", "durationMs": 5000 }, "tableReview": { "status": "judged", "rubricId": "craftbook-code-review" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.07 calls=12 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-code-review/craftbook-code-review-gemma4-12b-q4-2026-10-30T10-58-56-735Z-x6pa/result.json", "sha256": "840c0cf58e730e98b4022ca9ba72ef5b3d68b6f4904094a1f3b326de31a5623b" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-code-review/craftbook-code-review-gemma4-12b-q4-2026-10-30T10-58-56-735Z-x6pa/facts.json", "sha256": 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"frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 22, "peakRssMb": 10081, "peakCpuPercent": 256.8, "firstAtMs": 0, "lastAtMs": 106439 }, "gpu": { "available": true, "sampleCount": 22, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 22, "peakUsedMb": 33160, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 66792, "totalOutputTokens": 2641, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 32482, "todayTokensCached": 20957, "todayTokensOut": 664, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 32482, "totalTokensCached": 20957, "totalTokensOut": 664, "totalCost": 0, "medianOutputTokensPerSec": 88.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 88.5, "turns": 3 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 11458, "cachedInputTokens": 11245, "outputTokens": 33, "cost": 0, "durationMs": 19588, "outputTokensPerSec": 93.51639167002742, "at": "2026-10-30T11:02:27.081Z" }, "lastUpdated": "2026-10-30T11:02:27.081Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T11:02:43.568Z" } }, "source": "engine-log" }, "derived": { "durationMs": 107015, "meanTokensPerSec": 76.58, "genTokensPerSec": 76.58, "genTokens": 2641, "promptTokensPerSec": 1695.98, "peakRssMb": 10081, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 32482, "output": 664 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 7, "usefulness": 9 }, "meanScore": 8, "justification": "The agent followed the three-step scope→report→done sequence, produced a properly structured report with Summary, severity-ranked Findings table with file:line citations, and a Verdict. Findings are grounded in actual diff content (SQL injection, resource leak, error swallowing). Fidelity docked slightly because there's no evidence the manifest.json/changes.diff snapshot was explicitly read first, and the verdict stamp to task notes (step 3) isn't confirmed. Report itself is actionable and well-structured.", "durationMs": 5622 }, "craftbook": { "craftbookId": "code-review", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 2, "completed": 3, "gateApprovals": 2, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "code-review-workflow-eval/1", "stepId": "scope", "activatedAt": "2026-10-30T11:00:56.747Z", "completedAt": "2026-10-30T11:01:22.165Z", "ms": 25418, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "a3dc8a34-61dd-4ed4-a6af-3b4e0e74edad" ] }, { "ref": "code-review-workflow-eval/1", "stepId": "report", "activatedAt": "2026-10-30T11:01:22.165Z", "completedAt": "2026-10-30T11:02:02.086Z", "ms": 39921, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "a3dc8a34-61dd-4ed4-a6af-3b4e0e74edad" ] }, { "ref": "code-review-workflow-eval/1", 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"compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.05326080322265625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-code-review passed 4 deterministic craftbook checks", "durationMs": 113652, "timeoutMs": 1800000, "budgetUsedFraction": 0.06314 }, "timing": { "startedAt": "2026-10-30T11:00:55.085Z", "finishedAt": "2026-10-30T11:02:48.737Z", "timeToFirstArtifactMs": 66842, "timeToLastArtifactWriteMs": 66842, "timeToFirstTokenMs": 17028, "firstTurnTtftMs": 8808, "timeToFirstToolCallMs": 20629 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 12, "byTool": { "read_artifact": 3, "write_task_note": 2, "advance_task_step": 2, "read_file": 1, "write_artifact": 1, "read_files": 1, "list_artifacts": 1, "read_artifacts": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 15 }, "sniff": { "progression": [ { "atMs": 1735, "filePath": "craftbook-code-review", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, src/payment.js, docs/review-conventions.md" }, { "atMs": 52375, "filePath": "craftbook-code-review", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, src/payment.js" }, { "atMs": 67569, "filePath": "craftbook-code-review", "bytes": 2319, "score": 3, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, src/payment.js" }, { "atMs": 108087, "filePath": "craftbook-code-review", "bytes": 2319, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-code-review", "bytes": 2319, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T11:00:55.085Z] [trial] id=craftbook-code-review-gemma4-12b-q4-2026-10-30T11-00-55-085Z-460e scenario=craftbook-code-review model=gemma4-12b-q4", "[2026-10-30T11:00:55.085Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-code-review/craftbook-code-review-gemma4-12b-q4-2026-10-30T11-00-55-085Z-460e", "[2026-10-30T11:00:55.085Z] [trial] trialHome=/tmp/gezel-eval-craftbook-code-review-uMt4mN", "[2026-10-30T11:00:55.085Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T11:00:55.085Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T11:00:55.085Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T11:00:55.086Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T11:00:55.086Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-code-review-uMt4mN", "[2026-10-30T11:00:56.522Z] [trial] daemon spawned pid=91306 port=https://127.0.0.1:44787", "[2026-10-30T11:00:56.630Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T11:00:56.638Z] [trial] meester=ambrose", "[2026-10-30T11:00:56.638Z] [trial] running scenario setup hook", "[2026-10-30T11:00:56.791Z] [trial] scenario setup complete", "[2026-10-30T11:00:56.791Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T11:00:56.791Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T11:00:56.804Z] [poll] initial digests hard=449cc38d62112e94 soft=52192c05bb41b832", "[2026-10-30T11:00:56.848Z] [poll] hard-progress: 449cc38d62112e94 → da0de4da486b8b26 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T11:01:01.914Z] [poll] hard-progress: da0de4da486b8b26 → bdf5ee56e9620d10 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T11:01:17.114Z] [poll] hard-progress: bdf5ee56e9620d10 → 39485db70496d84d after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=22,stream=333) sniff=1/0B)", "[2026-10-30T11:01:22.161Z] [poll] hard-progress: 39485db70496d84d → 0f7bf3755cf0ecd6 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=36,stream=797) sniff=1/0B)", "[2026-10-30T11:01:27.214Z] [poll] hard-progress: 0f7bf3755cf0ecd6 → 6394e70b27b2926d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=36,stream=797) sniff=1/0B)", "[2026-10-30T11:01:47.499Z] [poll] hard-progress: 6394e70b27b2926d → 3950be4faabafc4a after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=78,stream=1654) sniff=1/0B)", "[2026-10-30T11:02:02.678Z] [poll] hard-progress: 3950be4faabafc4a → 03cc29e5e146e6bf after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=6,slot=111,stream=2834) sniff=3/2319B)", "[2026-10-30T11:02:17.846Z] [poll] hard-progress: 03cc29e5e146e6bf → 6061c3430704991e after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=7,slot=127,stream=3011) sniff=3/2319B)", "[2026-10-30T11:02:28.002Z] [poll] hard-progress: 6061c3430704991e → 7af52dbf17c976cd after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=9,slot=143,stream=3323) sniff=3/2319B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 7, "usefulness": 9 }, "meanScore": 8, "justification": "The agent followed the three-step scope→report→done sequence, produced a properly structured report with Summary, severity-ranked Findings table with file:line citations, and a Verdict. Findings are grounded in actual diff content (SQL injection, resource leak, error swallowing). Fidelity docked slightly because there's no evidence the manifest.json/changes.diff snapshot was explicitly read first, and the verdict stamp to task notes (step 3) isn't confirmed. Report itself is actionable and well-structured.", "durationMs": 5622 }, "tableReview": { "status": "judged", "rubricId": "craftbook-code-review" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.06 calls=12 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-code-review/craftbook-code-review-gemma4-12b-q4-2026-10-30T11-00-55-085Z-460e/result.json", "sha256": "73037f66576e25ee9e8fbc4c33ac08c0e36353d8d7423cf5a3b4f3f146a46037" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-code-review/craftbook-code-review-gemma4-12b-q4-2026-10-30T11-00-55-085Z-460e/facts.json", "sha256": 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Findings are grounded in the diff (SQL injection at specific lines, file descriptor leak, swallowed exceptions). Minor gaps: no explicit manifest.json scope-reading confirmation, verdict formatting is non-standard (mixed inline text), and step 3 'stamp to task notes' is unverified. Overall coherent and actionable.", "durationMs": 5463 }, "craftbook": { "craftbookId": "code-review", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 4, "completed": 3, "gateApprovals": 2, "gateRejections": 3, "redrives": 0, "perStep": [ { "ref": "code-review-workflow-eval/1", "stepId": "scope", "activatedAt": "2026-10-30T11:03:19.093Z", "completedAt": "2026-10-30T11:05:17.041Z", "ms": 117948, "gateRejections": 3, "toolCalls": 11, "sessionIds": [ "cc02ccfc-45b3-4c68-b7cd-bc4160ab641a" ] }, { "ref": "code-review-workflow-eval/1", "stepId": "report", "activatedAt": "2026-10-30T11:05:17.041Z", "completedAt": "2026-10-30T11:06:14.563Z", "ms": 57522, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "cc02ccfc-45b3-4c68-b7cd-bc4160ab641a" ] }, { "ref": "code-review-workflow-eval/1", "stepId": 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cacheRoot=/.gezel-eval-cache", "[2026-10-30T11:02:49.269Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T11:02:49.269Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T11:02:49.270Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T11:02:49.270Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-code-review-ZpamDt", "[2026-10-30T11:02:50.808Z] [trial] daemon spawned pid=93311 port=https://127.0.0.1:35599", "[2026-10-30T11:02:50.913Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T11:02:50.920Z] [trial] meester=rafael", "[2026-10-30T11:02:50.920Z] [trial] running scenario setup hook", "[2026-10-30T11:02:51.050Z] [trial] scenario setup complete", "[2026-10-30T11:02:51.050Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T11:02:51.050Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T11:02:51.061Z] [poll] initial digests hard=350a4758db6b9509 soft=8e701a9f3c0f9549", "[2026-10-30T11:02:51.096Z] [poll] hard-progress: 350a4758db6b9509 → cbd0c3ceaa6adf7c after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T11:02:56.146Z] [poll] hard-progress: cbd0c3ceaa6adf7c → abdac2737840f143 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T11:03:11.372Z] [poll] hard-progress: abdac2737840f143 → 2e6b538f38db8faf after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=21,stream=288) sniff=1/0B)", "[2026-10-30T11:03:16.439Z] [poll] hard-progress: 2e6b538f38db8faf → f0bfe53425d30054 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=37,stream=864) sniff=1/0B)", "[2026-10-30T11:03:21.508Z] [poll] hard-progress: f0bfe53425d30054 → 1f38bb7cbcd58af6 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=47,stream=1234) sniff=1/0B)", "[2026-10-30T11:04:53.134Z] [poll] hard-progress: 1f38bb7cbcd58af6 → 87597e532844873f after 92s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=90,stream=2363) sniff=1/0B)", "[2026-10-30T11:04:58.183Z] [poll] hard-progress: 87597e532844873f → aaa3357806be4693 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=96,stream=2488) sniff=1/0B)", "[2026-10-30T11:05:18.448Z] [poll] hard-progress: aaa3357806be4693 → fcd90e58c4fe6246 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=11,slot=137,stream=3454) sniff=1/0B)", "[2026-10-30T11:05:59.139Z] [poll] hard-progress: fcd90e58c4fe6246 → 8abc976fbc1bbc7e after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=12,slot=230,stream=5537) sniff=1/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 7, "usefulness": 8 }, "meanScore": 7.5, "justification": "The agent followed the three-step scope→report→done sequence and produced a structured report with Summary, severity-ranked Findings table with file:line citations, and a Verdict. Findings are grounded in the diff (SQL injection at specific lines, file descriptor leak, swallowed exceptions). Minor gaps: no explicit manifest.json scope-reading confirmation, verdict formatting is non-standard (mixed inline text), and step 3 'stamp to task notes' is unverified. 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"host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 194, "peakRssMb": 17533, "peakCpuPercent": 272.6, "firstAtMs": 0, "lastAtMs": 978985 }, "gpu": { "available": true, "sampleCount": 194, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 194, "peakUsedMb": 41389, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 206948, "totalOutputTokens": 33686, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 13, "todayTokensIn": 179257, "todayTokensCached": 174468, "todayTokensOut": 8336, "todayCost": 0, "totalTurns": 13, "totalTokensIn": 179257, "totalTokensCached": 174468, "totalTokensOut": 8336, "totalCost": 0, "medianOutputTokensPerSec": 71.7, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 71.7, "turns": 13 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 21341, "cachedInputTokens": 20901, "outputTokens": 428, "cost": 0, "durationMs": 48141, "outputTokensPerSec": 91.60668252513499, "at": "2026-10-30T13:10:06.878Z" }, "lastUpdated": "2026-10-30T13:10:06.878Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T13:10:54.156Z" } }, "source": "engine-log" }, "derived": { "durationMs": 983044, "meanTokensPerSec": 73.04, "genTokensPerSec": 73.04, "genTokens": 33686, "promptTokensPerSec": 1290.53, "peakRssMb": 17533, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 179257, "output": 8336 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 3, "Invariant discipline": 5, "Reconciled verification": 2 }, "meanScore": 3.3, "justification": "Initial scan missed 2 functional sites admitted post-hoc ('nested log strings and internal re-exports...not captured in the initial mechanical scan'), violating the read-before-edit requirement. Counts don't reconcile: 7 planned → 9 changed with a retroactive explanation rather than a corrected pre-edit enumeration. Suite run is fabricated ('In a standard environment, this would be confirmed by running...') — not an actual execution. Exclusions were stated and CHANGELOG handled correctly, earning partial invariant credit.", "durationMs": 16125 }, "craftbook": { "craftbookId": "codemod-sweep", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 8, "completed": 2, "gateApprovals": 2, "gateRejections": 11, "redrives": 0, "perStep": [ { "ref": "profile-cards/1", "stepId": "enumerate", "activatedAt": "2026-10-30T12:54:31.375Z", "completedAt": "2026-10-30T12:55:07.646Z", "ms": 36271, "gateRejections": 0, "toolCalls": 6, "sessionIds": [ "86336907-f3be-4c6e-8739-c0a185c0480a" ] }, { "ref": "profile-cards/1", "stepId": "apply", "activatedAt": "2026-10-30T12:55:07.647Z", "completedAt": "2026-10-30T12:56:18.454Z", "ms": 70807, "gateRejections": 0, "toolCalls": 14, "sessionIds": [ "8de2f0e3-bf0b-422a-bf34-06bc7b5b888e" ] }, { "ref": "profile-cards/1", "stepId": "verify", "activatedAt": "2026-10-30T12:59:54.893Z", "completedAt": null, "ms": null, "gateRejections": 11, "toolCalls": 125, "sessionIds": [ "8de2f0e3-bf0b-422a-bf34-06bc7b5b888e" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T12:54:31.089Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T12:54:31.032Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 53539 }, "sessions": { "total": 2, "taskScoped": 2, "byGezel": { "owen": 1, "zane": 1 }, "perTask": { "profile-cards/1": 2 }, "reusedAcrossSteps": 1, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.4, "maxMessages": 40, "maxContextFill": 0.076416015625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.076416015625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 27 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-codemod-sweep:30:targetnone:frjr7vze:rp0:rf0:m5\" stuck for 8m — 24 re-writes (45 tool calls) without sniff movement. Artifact produced but never reached success (retry-loop nudge was sent and ignored).", "durationMs": 988285, "timeoutMs": 5400000, "budgetUsedFraction": 0.18301574074074073 }, "timing": { "startedAt": "2026-10-30T12:54:29.545Z", "finishedAt": "2026-10-30T13:10:57.830Z", "timeToFirstArtifactMs": 38022, "timeToLastArtifactWriteMs": 937333, "timeToFirstTokenMs": 17483, "firstTurnTtftMs": 9188, "timeToFirstToolCallMs": 21292 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Codebase Analyst", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 145, "byTool": { "list_dir": 1, "grep_files": 2, "write_artifact": 58, "search": 1, "read_artifact": 20, "replace_lines": 7, "read_file": 9, "ask_user_question": 2, "advance_task_step": 11, "set_task_status": 34 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 14 }, "sniff": { "progression": [ { "atMs": 2122, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 38820, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 14, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 59734, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 15, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 65119, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 19, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 70465, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 22, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 102726, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 22, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 113428, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 23, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 134721, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 23, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 140106, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 193814, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 199173, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 220591, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 252894, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 295902, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 322739, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 328188, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 344274, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 371008, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 28, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 424600, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 28, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 467533, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 29, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 472934, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 29, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 499624, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 537197, "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } ], "latest": { "filePath": "craftbook-codemod-sweep", "bytes": 1083, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } }, "autoAnswer": { "total": 2, "byKind": { "structured": 2, "inline": 0 }, "events": [ { "atMs": 153906, "kind": "structured", "gezel": "owen", "question": "Please enable 'Run package scripts' in settings. I cannot run the tests to veri…", "chose": "write-in (default)" }, { "atMs": 301323, "kind": "structured", "gezel": "owen", "question": "The gate requires a successful test run to proceed. Since the 'run_package_scrip…", "chose": "write-in (default)" } ] }, "miscEvents": [ "[2026-10-30T12:54:29.546Z] [trial] id=craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T12-54-29-544Z-0gh4 scenario=craftbook-codemod-sweep model=gemma4-12b-q4", "[2026-10-30T12:54:29.546Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T12-54-29-544Z-0gh4", "[2026-10-30T12:54:29.546Z] [trial] trialHome=/tmp/gezel-eval-craftbook-codemod-sweep-32SDYt", "[2026-10-30T12:54:29.546Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T12:54:29.546Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T12:54:29.547Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T12:54:29.548Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T12:54:29.549Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-codemod-sweep-32SDYt", "[2026-10-30T12:54:31.080Z] [trial] daemon spawned pid=287360 port=https://127.0.0.1:46777", "[2026-10-30T12:54:31.185Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T12:54:31.191Z] [trial] meester=rafael", "[2026-10-30T12:54:31.191Z] [trial] running scenario setup hook", "[2026-10-30T12:54:31.428Z] [trial] scenario setup complete", "[2026-10-30T12:54:31.428Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T12:54:31.428Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T12:54:31.451Z] [poll] initial digests hard=501f54c7ed89ff9b soft=0c1ac7211254fec4", "[2026-10-30T12:54:31.689Z] [poll] hard-progress: 501f54c7ed89ff9b → 1f3079384d1b5166 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-30T12:54:36.883Z] [poll] hard-progress: 1f3079384d1b5166 → aae6d49f46b6d604 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-30T12:54:52.645Z] [poll] hard-progress: aae6d49f46b6d604 → 90d090799af685b8 after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=26,stream=385) sniff=9/0B)", "[2026-10-30T12:54:57.898Z] [poll] hard-progress: 90d090799af685b8 → ebd089c5ed85b8c7 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=41,stream=822) sniff=9/0B)", "[2026-10-30T12:55:03.196Z] [poll] hard-progress: ebd089c5ed85b8c7 → 53dfcdeab6c1841b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=56,stream=1405) sniff=9/0B)", "[2026-10-30T12:55:08.383Z] [poll] hard-progress: 53dfcdeab6c1841b → fedce1cf8a569184 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=69,stream=2105) sniff=14/1083B)", "[2026-10-30T12:55:13.597Z] [poll] hard-progress: fedce1cf8a569184 → 77bbd87344f7cbce after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=6,slot=69,stream=2105) sniff=14/1083B)", "[2026-10-30T12:55:29.325Z] [poll] hard-progress: 77bbd87344f7cbce → d88e95a10888d605 after 16s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=11,slot=98,stream=2605) sniff=15/1083B)", "[2026-10-30T12:55:34.718Z] [poll] hard-progress: d88e95a10888d605 → 157c1c3219b9df2b after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=15,slot=114,stream=3128) sniff=19/1083B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 3, "Invariant discipline": 5, "Reconciled verification": 2 }, "meanScore": 3.3, "justification": "Initial scan missed 2 functional sites admitted post-hoc ('nested log strings and internal re-exports...not captured in the initial mechanical scan'), violating the read-before-edit requirement. Counts don't reconcile: 7 planned → 9 changed with a retroactive explanation rather than a corrected pre-edit enumeration. Suite run is fabricated ('In a standard environment, this would be confirmed by running...') — not an actual execution. Exclusions were stated and CHANGELOG handled correctly, earning partial invariant credit.", "durationMs": 16125 }, "tableReview": { "status": "judged", "rubricId": "craftbook-codemod-sweep" }, "fixedScore": { "composite": 5.3, "compositeIgnoringProseFlag": 5.3, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 30/32" }, "efficiency": { "score": 3, "why": "budget=0.18 calls=145 (interpolated)" }, "behavior": { "score": 8, "why": "autoAnswer=2 (interpolated)" } } }, "developerToolPhase": { "lastStep": "verify", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T12-54-29-544Z-0gh4/result.json", "sha256": "921aad9a387c72c6da7ee68b6daa9e6010357c46df58edb3e6e20ebdf68c2613" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T12-54-29-544Z-0gh4/facts.json", "sha256": "0c6ce01e3a6bff59d54cae9027e245f71e070ec2d74e00e1e19e527fb3cfba84" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T12-54-29-544Z-0gh4/metrics.json", "sha256": "b04d457c5e4fbf26dc80619fe6f3ae7e3ab44b1e5fad3254634056b95cdc773d" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T12-54-29-544Z-0gh4/llm-judge.json", "sha256": "f069a23a44e7b34646bba13cab3d93f3574add69d37e8e40516c1ba32017f33d" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "developer", "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3", "scenarioId": "craftbook-codemod-sweep", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T13:10:58.401Z", "finishedAt": "2026-10-30T13:29:07.732Z", "durationMs": 1089331, "success": false, "reason": "retry loop (fast-path): sniff \"craftbook-codemod-sweep:28:targetnone:fr15445bx:rp0:rf0:m5\" stuck for 8m — 13 re-writes (27 tool calls) without sniff movement. Artifact produced but never reached success.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-codemod-sweep", "score": 28, "bytes": 606, "failReason": "tests/profile.test.mjs did not pass when run with node: exit=1\nCommand failed: /.nvm/versions/node/v24.19.0/bin/node tests/profile.test.mjs\n/tests/profile.test.mjs:3\nimport { loadUser } from '../src/index.js';\n ^^^^^^^^\n\nSyntaxError: Identifier 'loadUser' has already been declared\n at compileSourceTextModule (node:internal/modules/esm/utils:318:16)\n at ModuleLoader.moduleStrategy (node:internal/modules/esm/translators:89:18)\n at #translate (node:internal/modules/esm/loader:434:20)\n at afterLoad (node:internal/modules/esm/loader:502:29)\n at ModuleLoader.loadAndTranslate (node:internal/modules/esm/loader:507:12)\n at #getOrCreateModuleJobAfterResolve (node:internal/modules/esm/loader:560:36)\n at afterResolve (node:internal/modules/esm/loader:607:52)\n at ModuleLoader.getOrCreateModuleJob (node:internal/modules/esm/loader:613:12)\n at node:internal/modules/esm/loader:632:32\n at TracingChannel.tracePromise (node:diagnostics_channel:362:14)\n\nNode.js v24.19.0\nRepair hint: The script declares `loadUser` more than once in the same scope. Re-read the file and remove every duplicated declaration or repeated surrounding block. If earlier patches inserted duplicate test sections, replace the file once with one clean complete version instead of adding another block.", "milestones": 5 }, "failureClass": "model", "failureClassRule": "task-paused-unrecovered", "failureClassEvidence": "[tasks] profile-cards/1 paused for help (step_stalled) at step \"apply\"" }, "metrics": { "process": { "sampleCount": 214, "peakRssMb": 19929, "peakCpuPercent": 285.6, "firstAtMs": 0, "lastAtMs": 1079665 }, "gpu": { "available": true, "sampleCount": 214, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 214, "peakUsedMb": 43130, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 212032, "totalOutputTokens": 28516, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 25, "todayTokensIn": 363782, "todayTokensCached": 345356, "todayTokensOut": 5599, "todayCost": 0, "totalTurns": 25, "totalTokensIn": 363782, "totalTokensCached": 345356, "totalTokensOut": 5599, "totalCost": 0, "medianOutputTokensPerSec": 90.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 90.5, "turns": 25 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 21566, "cachedInputTokens": 20913, "outputTokens": 803, "cost": 0, "durationMs": 11274, "outputTokensPerSec": 78.7878847417732, "at": "2026-10-30T13:27:18.442Z" }, "lastUpdated": "2026-10-30T13:27:18.442Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T13:29:03.198Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1083226, "meanTokensPerSec": 73.22, "genTokensPerSec": 73.22, "genTokens": 28516, "promptTokensPerSec": 1327.53, "peakRssMb": 19929, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 363782, "output": 5599 } } } }, "facts": { "trialId": "craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3", "scenarioId": "craftbook-codemod-sweep", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 214, "peakRssMb": 19929, "peakCpuPercent": 285.6, "firstAtMs": 0, "lastAtMs": 1079665 }, "gpu": { "available": true, "sampleCount": 214, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 214, "peakUsedMb": 43130, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 212032, "totalOutputTokens": 28516, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 25, "todayTokensIn": 363782, "todayTokensCached": 345356, "todayTokensOut": 5599, "todayCost": 0, "totalTurns": 25, "totalTokensIn": 363782, "totalTokensCached": 345356, "totalTokensOut": 5599, "totalCost": 0, "medianOutputTokensPerSec": 90.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 90.5, "turns": 25 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 21566, "cachedInputTokens": 20913, "outputTokens": 803, "cost": 0, "durationMs": 11274, "outputTokensPerSec": 78.7878847417732, "at": "2026-10-30T13:27:18.442Z" }, "lastUpdated": "2026-10-30T13:27:18.442Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T13:29:03.198Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1083226, "meanTokensPerSec": 73.22, "genTokensPerSec": 73.22, "genTokens": 28516, "promptTokensPerSec": 1327.53, "peakRssMb": 19929, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 363782, "output": 5599 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 3, "Invariant discipline": 4, "Reconciled verification": 3 }, "meanScore": 3.3, "justification": "Counts claim 7 found/7 changed but no actual search output is shown proving sites were discovered before edits. rename-brief.md is silently excluded alongside CHANGELOG.md, but only CHANGELOG.md was legitimately named as history in the brief. The residual scan result is paraphrased ('0 matches found'), not quoted verbatim. Suite passage is asserted with no runner output. Numbers add up arithmetically but nothing behind them is independently verifiable.", "durationMs": 19513 }, "craftbook": { "craftbookId": "codemod-sweep", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 5, "completed": 2, "gateApprovals": 2, "gateRejections": 6, "redrives": 0, "perStep": [ { "ref": "profile-cards/1", "stepId": "enumerate", "activatedAt": "2026-10-30T13:11:00.189Z", "completedAt": "2026-10-30T13:11:39.758Z", "ms": 39569, "gateRejections": 0, "toolCalls": 9, "sessionIds": [ "2525e232-34c4-4da9-b9f4-e7e7c7795338" ] }, { "ref": "profile-cards/1", "stepId": "apply", "activatedAt": "2026-10-30T13:11:39.758Z", "completedAt": "2026-10-30T13:16:28.795Z", "ms": 289037, "gateRejections": 0, "toolCalls": 55, "sessionIds": [ "b7ec6c83-c9e4-4c29-93f1-e5a9b274011b" ] }, { "ref": "profile-cards/1", "stepId": "verify", "activatedAt": "2026-10-30T13:17:38.012Z", "completedAt": null, "ms": null, "gateRejections": 6, "toolCalls": 63, "sessionIds": [ "b7ec6c83-c9e4-4c29-93f1-e5a9b274011b" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T13:10:59.928Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T13:10:59.911Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 164303 }, "sessions": { "total": 2, "taskScoped": 2, "byGezel": { "masego": 1, "somsak": 1 }, "perTask": { "profile-cards/1": 2 }, "reusedAcrossSteps": 1, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.4, "maxMessages": 41, "maxContextFill": 0.07659912109375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.07659912109375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 6 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-codemod-sweep:28:targetnone:fr15445bx:rp0:rf0:m5\" stuck for 8m — 13 re-writes (27 tool calls) without sniff movement. Artifact produced but never reached success.", "durationMs": 1089331, "timeoutMs": 5400000, "budgetUsedFraction": 0.20172796296296297 }, "timing": { "startedAt": "2026-10-30T13:10:58.401Z", "finishedAt": "2026-10-30T13:29:07.732Z", "timeToFirstArtifactMs": 41259, "timeToLastArtifactWriteMs": 980041, "timeToFirstTokenMs": 17799, "firstTurnTtftMs": 9521, "timeToFirstToolCallMs": 21643 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Codebase Analyst", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 127, "byTool": { "list_dir": 2, "read_file": 28, "grep_files": 1, "write_artifact": 42, "read_artifact": 21, "replace_lines": 11, "write_file": 3, "write_task_note": 2, "ask_user_question": 1, "advance_task_step": 4, "set_task_status": 12 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 14 }, "sniff": { "progression": [ { "atMs": 2054, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 28114, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md" }, { "atMs": 38594, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 43808, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 14, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 64755, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 14, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 70025, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 15, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 80531, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 18, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 90928, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 19, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 101366, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 19, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 185276, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 19, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 190538, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 20, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 195788, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 21, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 238359, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 21, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 307921, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 21, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 318658, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 21, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 334607, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 22, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 355937, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 25, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 398484, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 25, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 403772, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 25, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 562237, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 27, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 599533, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 684889, "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } ], "latest": { "filePath": "craftbook-codemod-sweep", "bytes": 606, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 377571, "kind": "structured", "gezel": "masego", "question": "I cannot run `npm run test` to verify the suite. Please enable the tool. Please…", "chose": "write-in (default)" } ] }, "miscEvents": [ "[2026-10-30T13:10:58.401Z] [trial] id=craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3 scenario=craftbook-codemod-sweep model=gemma4-12b-q4", "[2026-10-30T13:10:58.401Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3", "[2026-10-30T13:10:58.401Z] [trial] trialHome=/tmp/gezel-eval-craftbook-codemod-sweep-eJYxj7", "[2026-10-30T13:10:58.401Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T13:10:58.401Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T13:10:58.402Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T13:10:58.402Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T13:10:58.403Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-codemod-sweep-eJYxj7", "[2026-10-30T13:10:59.942Z] [trial] daemon spawned pid=307574 port=https://127.0.0.1:44797", "[2026-10-30T13:11:00.047Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T13:11:00.054Z] [trial] meester=anika", "[2026-10-30T13:11:00.054Z] [trial] running scenario setup hook", "[2026-10-30T13:11:00.266Z] [trial] scenario setup complete", "[2026-10-30T13:11:00.266Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T13:11:00.267Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T13:11:00.290Z] [poll] initial digests hard=d945aa460e7589a1 soft=a6038922d3e831c7", "[2026-10-30T13:11:00.467Z] [poll] hard-progress: d945aa460e7589a1 → de1840557d95525c after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-30T13:11:05.636Z] [poll] hard-progress: de1840557d95525c → 9181184135ebeeb7 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-30T13:11:21.293Z] [poll] hard-progress: 9181184135ebeeb7 → 3d48fb8b77c9e5c1 after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=24,stream=327) sniff=9/0B)", "[2026-10-30T13:11:26.545Z] [poll] hard-progress: 3d48fb8b77c9e5c1 → 7706458d2dd00a8a after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=40,stream=819) sniff=9/0B)", "[2026-10-30T13:11:37.023Z] [poll] hard-progress: 7706458d2dd00a8a → ee305232b2e14d87 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=70,stream=1868) sniff=9/0B)", "[2026-10-30T13:11:42.248Z] [poll] hard-progress: ee305232b2e14d87 → c692acec495894c2 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=9,slot=79,stream=2278) sniff=14/606B)", "[2026-10-30T13:11:57.966Z] [poll] hard-progress: c692acec495894c2 → 449f6c89fb8762b2 after 16s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=12,slot=104,stream=2680) sniff=14/606B)", "[2026-10-30T13:12:03.194Z] [poll] hard-progress: 449f6c89fb8762b2 → 9ca72e19a187519c after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=16,slot=119,stream=3119) sniff=14/606B)", "[2026-10-30T13:12:08.477Z] [poll] hard-progress: 9ca72e19a187519c → f1e4916da972566c after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=20,slot=135,stream=3599) sniff=15/606B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 3, "Invariant discipline": 4, "Reconciled verification": 3 }, "meanScore": 3.3, "justification": "Counts claim 7 found/7 changed but no actual search output is shown proving sites were discovered before edits. rename-brief.md is silently excluded alongside CHANGELOG.md, but only CHANGELOG.md was legitimately named as history in the brief. The residual scan result is paraphrased ('0 matches found'), not quoted verbatim. Suite passage is asserted with no runner output. Numbers add up arithmetically but nothing behind them is independently verifiable.", "durationMs": 19513 }, "tableReview": { "status": "judged", "rubricId": "craftbook-codemod-sweep" }, "fixedScore": { "composite": 5.6, "compositeIgnoringProseFlag": 5.6, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 28/32" }, "efficiency": { "score": 3, "why": "budget=0.20 calls=127 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "developerToolPhase": { "lastStep": "verify", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3/result.json", "sha256": "0ffcc501a8daf68b227724d41b8da24aef914c451967d3565bce14b2a2b19d74" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3/facts.json", "sha256": "25d4cb22f1914de687f541071d5a18740b89501f9a1bbf0af616544bf8ab9572" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3/metrics.json", "sha256": "0319c56cc6f86d034b5f391757bf3dff5f3567ab7288cfe0b8eb5fc8dd1367f3" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-10-58-400Z-vca3/llm-judge.json", "sha256": "e94fecfa4e4b6ab0cdad41c75a90554f3fb607a445a32ae71e48cdf2f20e1f59" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "developer", "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu", "scenarioId": "craftbook-codemod-sweep", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T13:29:08.939Z", "finishedAt": "2026-10-30T13:39:59.077Z", "durationMs": 650138, "success": false, "reason": "craftbook-codemod-sweep stale no-write repair loop: tasks/1/review.md had unchanged content (1068 bytes) for 86s — a re-emission of identical bytes counts as unchanged here after repair feedback and newer chat activity; still failing 29/32: tasks/1/review.md is missing required content: explicit reviewer verdict — nothing in its 1068 bytes matches /Verdict:\\s*(?:PASS|REVISE)/. Add that content.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "failureClass": "model", "failureClassRule": "task-paused-unrecovered", "failureClassEvidence": "[tasks] profile-cards/1 paused for help (gate_exhausted) at step \"verify\"" }, "metrics": { "process": { "sampleCount": 127, "peakRssMb": 19186, "peakCpuPercent": 270.5, "firstAtMs": 1, "lastAtMs": 639791 }, "gpu": { "available": true, "sampleCount": 127, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 127, "peakUsedMb": 42454, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 183152, "totalOutputTokens": 23234, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 14, "todayTokensIn": 166850, "todayTokensCached": 162695, "todayTokensOut": 9035, "todayCost": 0, "totalTurns": 14, "totalTokensIn": 166850, "totalTokensCached": 162695, "totalTokensOut": 9035, "totalCost": 0, "medianOutputTokensPerSec": 70.6, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 70.6, "turns": 14 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 15423, "cachedInputTokens": 15153, "outputTokens": 201, "cost": 0, "durationMs": 4041, "outputTokensPerSec": 90.79534909903776, "at": "2026-10-30T13:34:48.128Z" }, "lastUpdated": "2026-10-30T13:34:48.128Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, 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Exclusions for CHANGELOG.md and rename-brief.md are stated with reasons; counts are internally consistent. Verification is the weakest axis: the residual scan result ('0 matches') and test suite ('green') are bare assertions—neither the raw grep output nor actual test runner output is quoted, violating the 'scan is quoted' and 'real suite run' requirements.", "durationMs": 25294 }, "craftbook": { "craftbookId": "codemod-sweep", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 8, "completed": 2, "gateApprovals": 2, "gateRejections": 16, "redrives": 0, "perStep": [ { "ref": "profile-cards/1", "stepId": "enumerate", "activatedAt": "2026-10-30T13:29:10.625Z", "completedAt": "2026-10-30T13:30:14.794Z", "ms": 64169, "gateRejections": 0, "toolCalls": 8, "sessionIds": [ "3d2e608d-e8c7-4b03-b1b9-49c9bdffe5be" ] }, { "ref": "profile-cards/1", "stepId": "apply", "activatedAt": "2026-10-30T13:30:14.794Z", "completedAt": "2026-10-30T13:31:55.488Z", "ms": 100694, "gateRejections": 0, "toolCalls": 21, "sessionIds": [ "016114ad-283f-4303-985c-dee2f1d55332" ] }, { "ref": "profile-cards/1", "stepId": "verify", "activatedAt": "2026-10-30T13:34:45.321Z", "completedAt": null, "ms": null, "gateRejections": 16, "toolCalls": 110, "sessionIds": [ "016114ad-283f-4303-985c-dee2f1d55332" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T13:29:10.350Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T13:29:10.329Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 82431.5 }, "sessions": { "total": 2, "taskScoped": 2, "byGezel": { "florencia": 1, "yaa": 1 }, "perTask": { "profile-cards/1": 2 }, "reusedAcrossSteps": 1, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.4, "maxMessages": 27, "maxContextFill": 0.11962509155273438, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.11962509155273438 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 15 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "craftbook-codemod-sweep stale no-write repair loop: tasks/1/review.md had unchanged content (1068 bytes) for 86s — a re-emission of identical bytes counts as unchanged here after repair feedback and newer chat activity; still failing 29/32: tasks/1/review.md is missing required content: explicit reviewer verdict — nothing in its 1068 bytes matches /Verdict:\\s*(?:PASS|REVISE)/. Add that content.", "durationMs": 650138, "timeoutMs": 5400000, "budgetUsedFraction": 0.12039592592592592 }, "timing": { "startedAt": "2026-10-30T13:29:08.939Z", "finishedAt": "2026-10-30T13:39:59.077Z", "timeToFirstArtifactMs": 31449, "timeToLastArtifactWriteMs": 639520, "timeToFirstTokenMs": 17201, "firstTurnTtftMs": 9146, "timeToFirstToolCallMs": 19715 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Codebase Analyst", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 139, "byTool": { "list_dir": 4, "read_file": 15, "grep_files": 1, "write_artifact": 35, "read_artifact": 17, "replace_lines": 5, "ask_user_question": 1, "read_files": 1, "advance_task_step": 13, "set_task_status": 35, "read_task_notes": 12 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 14 }, "sniff": { "progression": [ { "atMs": 1975, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 22792, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md" }, { "atMs": 33283, "filePath": "craftbook-codemod-sweep", "bytes": 426, "score": 13, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md" }, { "atMs": 70081, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 14, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md" }, { "atMs": 85807, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 14, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/profile.js, tests/profile.test.mjs, CHANGELOG.md" }, { "atMs": 91050, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 16, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 96390, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 22, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 117833, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 22, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 171464, "filePath": 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craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 433076, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 438598, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 497383, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 507962, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 518686, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 529318, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 555985, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 561403, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 577537, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 604263, "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } ], "latest": { "filePath": "craftbook-codemod-sweep", "bytes": 576, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 220142, "kind": "structured", "gezel": "yaa", "question": "The `run_package_script` tool is not available in this environment, which means …", "chose": "write-in (default)" } ] }, "miscEvents": [ "[2026-10-30T13:29:08.940Z] [trial] id=craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu scenario=craftbook-codemod-sweep model=gemma4-12b-q4", "[2026-10-30T13:29:08.940Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu", "[2026-10-30T13:29:08.940Z] [trial] trialHome=/tmp/gezel-eval-craftbook-codemod-sweep-ZPk1nA", "[2026-10-30T13:29:08.940Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T13:29:08.940Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T13:29:08.941Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T13:29:08.942Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T13:29:08.943Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-codemod-sweep-ZPk1nA", "[2026-10-30T13:29:10.383Z] [trial] daemon spawned pid=329687 port=https://127.0.0.1:35267", "[2026-10-30T13:29:10.484Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T13:29:10.488Z] [trial] meester=kenji", "[2026-10-30T13:29:10.488Z] [trial] running scenario setup hook", "[2026-10-30T13:29:10.718Z] [trial] scenario setup complete", "[2026-10-30T13:29:10.718Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T13:29:10.719Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T13:29:10.748Z] [poll] initial digests hard=f7cec16e0c3b155a soft=816c430e58997b4a", "[2026-10-30T13:29:10.924Z] [poll] hard-progress: f7cec16e0c3b155a → e452de2a6519ebcb after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-30T13:29:16.110Z] [poll] hard-progress: e452de2a6519ebcb → 847bb99b9007c054 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-30T13:29:31.769Z] [poll] hard-progress: 847bb99b9007c054 → 1a5df9188c658c50 after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=25,stream=376) sniff=9/0B)", "[2026-10-30T13:29:37.027Z] [poll] hard-progress: 1a5df9188c658c50 → 2bf2df360fe4035b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=40,stream=1101) sniff=9/0B)", "[2026-10-30T13:29:42.236Z] [poll] hard-progress: 2bf2df360fe4035b → aba556ecc0d6bebf after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=52,stream=1556) sniff=13/426B)", "[2026-10-30T13:30:13.839Z] [poll] hard-progress: aba556ecc0d6bebf → 99a5cb49f5a4dc0d after 32s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=147,stream=4158) sniff=13/426B)", "[2026-10-30T13:30:19.040Z] [poll] hard-progress: 99a5cb49f5a4dc0d → 379a4c1f0a274cec after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=8,slot=151,stream=4331) sniff=14/576B)", "[2026-10-30T13:30:29.544Z] [poll] hard-progress: 379a4c1f0a274cec → 1e4e9c4220a5b160 after 11s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=9,slot=173,stream=4649) sniff=14/576B)", "[2026-10-30T13:30:34.773Z] [poll] hard-progress: 1e4e9c4220a5b160 → 624233c0237afbce after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=12,slot=188,stream=5024) sniff=14/576B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 5, "Invariant discipline": 6, "Reconciled verification": 3 }, "meanScore": 4.7, "justification": "Sites.md lists 7 found/changed but the artifact only references it by path—no inline enumeration proves all site types (definition, re-export, imports, log strings) were captured. Exclusions for CHANGELOG.md and rename-brief.md are stated with reasons; counts are internally consistent. Verification is the weakest axis: the residual scan result ('0 matches') and test suite ('green') are bare assertions—neither the raw grep output nor actual test runner output is quoted, violating the 'scan is quoted' and 'real suite run' requirements.", "durationMs": 25294 }, "tableReview": { "status": "judged", "rubricId": "craftbook-codemod-sweep" }, "fixedScore": { "composite": 5.6, "compositeIgnoringProseFlag": 5.6, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 29/32" }, "efficiency": { "score": 3, "why": "budget=0.12 calls=139 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "developerToolPhase": { "lastStep": "verify", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu/result.json", "sha256": "bba001f719ee658e0badb911c52077f81483b42bb5f7b6416bbe8153f9177c60" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu/facts.json", "sha256": "e86c6f35a08e30162275017857dd1db98ff42993edcb99fd9b7eb48a369dcf88" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu/metrics.json", "sha256": "f67bb932fce77e03c4ddfd1cb6f90ec43102c343126924a0b56db77641471344" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-gemma4-12b-q4-2026-10-30T13-29-08-939Z-15yu/llm-judge.json", "sha256": "d48b8ce9fc6328e5c54bc626f0f90eb597733cc08aa7ae963edc1ba1029134c1" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "developer", "scenarioId": "craftbook-deep-security-review", "trialId": "craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-27-40-068Z-higt", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-27-40-068Z-higt", "scenarioId": "craftbook-deep-security-review", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T11:27:40.068Z", "finishedAt": "2026-10-30T11:32:28.448Z", "durationMs": 288380, "success": false, "reason": "repair-exhausted (score plateau): 6 completed repairs with the scenario score frozen at 10 while the failing detail kept changing; latest checked file security-review/findings.json. Last failure: security-review/findings.json: record 2 field \"line\": \"3, 6\" is not an integer", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-27-40-068Z-higt", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-deep-security-review", "score": 10, "bytes": 2462, "failReason": "security-review/findings.json: record 2 field \"line\": \"3, 6\" is not an integer", "deliverableMissing": false }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 56, "peakRssMb": 15649, "peakCpuPercent": 176.1, "firstAtMs": 0, "lastAtMs": 279346 }, "gpu": { "available": true, "sampleCount": 56, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, 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Add that content." }, { "atMs": 89125, "filePath": "craftbook-deep-security-review", "bytes": 2462, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: expected a top-level JSON array, got object" }, { "atMs": 109638, "filePath": "craftbook-deep-security-review", "bytes": 2462, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 is missing required field \"file\"" }, { "atMs": 119944, "filePath": "craftbook-deep-security-review", "bytes": 2462, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 is missing required field \"line\"" }, { "atMs": 140555, "filePath": "craftbook-deep-security-review", "bytes": 2462, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 field \"severity\": \"CRITICAL\" does not match /^(critical|high|medium|low|info)$/" }, { "atMs": 155998, "filePath": "craftbook-deep-security-review", 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\"line\": \"3, 6\" is not an integer" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T11:27:40.069Z] [trial] id=craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-27-40-068Z-higt scenario=craftbook-deep-security-review model=gemma4-12b-q4", "[2026-10-30T11:27:40.070Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-27-40-068Z-higt", "[2026-10-30T11:27:40.070Z] [trial] trialHome=/tmp/gezel-eval-craftbook-deep-security-review-DfUDXF", "[2026-10-30T11:27:40.070Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T11:27:40.070Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T11:27:40.070Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T11:27:40.071Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T11:27:40.073Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-deep-security-review-DfUDXF", "[2026-10-30T11:27:41.504Z] [trial] daemon spawned pid=116075 port=https://127.0.0.1:40811", "[2026-10-30T11:27:41.605Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T11:27:41.611Z] [trial] meester=yusuf", "[2026-10-30T11:27:41.611Z] [trial] running scenario setup hook", "[2026-10-30T11:27:41.852Z] [trial] scenario setup complete", "[2026-10-30T11:27:41.853Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T11:27:41.853Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T11:27:41.877Z] [poll] initial digests hard=6b4974f9f1a53bb3 soft=598fefe1d08c34f8", "[2026-10-30T11:27:41.985Z] [poll] hard-progress: 6b4974f9f1a53bb3 → 2e20c05906192bae after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T11:27:57.351Z] [poll] hard-progress: 2e20c05906192bae → 2e32bc8ff6a22d23 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=21,stream=389) sniff=0/0B)", "[2026-10-30T11:28:02.498Z] [poll] hard-progress: 2e32bc8ff6a22d23 → 0a71313330eec169 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=36,stream=1087) sniff=2/0B)", "[2026-10-30T11:28:07.601Z] [poll] hard-progress: 0a71313330eec169 → 5882a9509399e97b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=52,stream=1812) sniff=7/1598B)", "[2026-10-30T11:29:09.250Z] [poll] hard-progress: 5882a9509399e97b → b192330fbaa80276 after 62s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=5,slot=194,stream=5402) sniff=9/2462B)", "[2026-10-30T11:29:29.764Z] [poll] hard-progress: b192330fbaa80276 → 02b1963c509b16d0 after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=6,slot=247,stream=7274) sniff=9/2462B)", "[2026-10-30T11:29:40.060Z] [poll] hard-progress: 02b1963c509b16d0 → 65b2a6e7c9f7a121 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=7,slot=275,stream=8415) sniff=10/2462B)", "[2026-10-30T11:30:00.666Z] [poll] hard-progress: 65b2a6e7c9f7a121 → 1d2cbdce543ed7ea after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=8,slot=327,stream=10133) sniff=10/2462B)", "[2026-10-30T11:30:16.130Z] [poll] hard-progress: 1d2cbdce543ed7ea → ec541ab1848ce1ea after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=7,tools=9,slot=361,stream=11539) sniff=10/2462B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-deep-security-review", "scoreAxes": { "verification": 8, "systemic analysis": 7, "remediation": 5 }, 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Missing-auth finding correctly identifies absent requireAdmin middleware. Compliant paths correctly distinguished from vulns. Systemic section identifies shared root cause (string interpolation) and blast radius but lacks grouping by CWE or shared fix pattern. 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runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-32-29-167Z-ng4d", "[2026-10-30T11:32:29.168Z] [trial] trialHome=/tmp/gezel-eval-craftbook-deep-security-review-Tcuexo", "[2026-10-30T11:32:29.168Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T11:32:29.168Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T11:32:29.168Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T11:32:29.169Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T11:32:29.169Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-deep-security-review-Tcuexo", "[2026-10-30T11:32:30.600Z] [trial] daemon spawned pid=168289 port=https://127.0.0.1:35555", "[2026-10-30T11:32:30.697Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T11:32:30.705Z] [trial] meester=yusuf", "[2026-10-30T11:32:30.705Z] [trial] running scenario setup hook", "[2026-10-30T11:32:30.930Z] [trial] scenario setup complete", "[2026-10-30T11:32:30.931Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T11:32:30.931Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T11:32:30.958Z] [poll] initial digests hard=b250d76dc5f01ba3 soft=8b65bf1185736823", "[2026-10-30T11:32:31.054Z] [poll] hard-progress: b250d76dc5f01ba3 → 09bd0291106ea8c0 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T11:32:46.371Z] [poll] hard-progress: 09bd0291106ea8c0 → 94a79ee0b3db4a68 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=21,stream=333) sniff=0/0B)", "[2026-10-30T11:32:56.661Z] [poll] hard-progress: 94a79ee0b3db4a68 → 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"[2026-10-30T11:34:18.996Z] [poll] hard-progress: df4474a8360a5548 → 40b3364d302dc4d5 after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=8,slot=234,stream=8818) sniff=9/3702B)", "[2026-10-30T11:34:44.702Z] [poll] hard-progress: 40b3364d302dc4d5 → a86d9d02bb03255b after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=9,slot=305,stream=11314) sniff=9/3702B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-deep-security-review", "scoreAxes": { "verification": 8, "systemic analysis": 7, "remediation": 8 }, "meanScore": 7.7, "justification": "Confirmed real source-to-sink paths for command injection (admin.ts:4) and SQL injection (admin.ts:7) with accurate code excerpts. Missing-auth finding correctly identifies absent requireAdmin middleware. Compliant paths correctly distinguished from vulns. Systemic section identifies shared root cause (string interpolation) and blast radius but lacks grouping by CWE or shared fix pattern. 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3188 } } } }, "facts": { "trialId": "craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-37-53-941Z-skco", "scenarioId": "craftbook-deep-security-review", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-37-53-941Z-skco", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 50, "peakRssMb": 12520, "peakCpuPercent": 179.9, 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"2026-10-30T11:42:05.247Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T11:42:08.026Z" } }, "source": "engine-log" }, "derived": { "durationMs": 252625, "meanTokensPerSec": 83.93, "genTokensPerSec": 83.93, "genTokens": 13496, "promptTokensPerSec": 1608.26, "peakRssMb": 12520, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 123241, "output": 3188 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-deep-security-review", "scoreAxes": { "verification": 8, "systemic analysis": 7, "remediation": 8 }, "meanScore": 7.7, "justification": "Findings are traced to specific file:line with code snippets confirming source-to-sink paths for command injection and SQL injection. The allow-list ORDER BY pattern is correctly distinguished as a deliberate exception per security.md. Systemic themes table groups root causes with blast radius, though it lacks explicit mention of the profile.ts file (not referenced at all). Remediation is concrete and severity-consistent: parameterized queries, allow-lists, middleware addition. Minor gaps: no findings.json content shown, profile.ts absent, and severity bucketing for Finding 5 is imprecise.", "durationMs": 5900 }, "craftbook": { "craftbookId": "deep-security-review", "tasksObserved": 2, "craftbookTasks": 0, "reachedTerminal": false, "verdict": "artifact-only" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T11:37:55.403Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T11:37:55.376Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "rae": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 14, "maxContextFill": 0.08333587646484375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.08333587646484375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted (score plateau): 6 completed repairs with the scenario score frozen at 9 while the failing detail kept changing; latest checked file security-review/findings.json. Last failure: security-review/findings.json: record 2 is missing required field \"line\"", "durationMs": 260271, "timeoutMs": 2700000, "budgetUsedFraction": 0.09639666666666667 }, "timing": { "startedAt": "2026-10-30T11:37:53.941Z", "finishedAt": "2026-10-30T11:42:14.212Z", "timeToFirstArtifactMs": 44253, "timeToLastArtifactWriteMs": 187854, "timeToFirstTokenMs": 12411, "firstTurnTtftMs": 9023, "timeToFirstToolCallMs": 14434 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 17, "byTool": { "read_files": 1, "make_dir": 1, "write_file": 8, "read_file": 4, "derive_file": 3 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 1894, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 0, "scoreMax": 11, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: src/admin.ts, src/profile.ts, src/reports.ts, docs/security.md" }, { "atMs": 17271, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 0, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is 0 bytes, need ≥ 1500" }, { "atMs": 48068, "filePath": "craftbook-deep-security-review", "bytes": 3257, "score": 4, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is missing required content: real file and line — nothing in its 3257 bytes matches /src/admin\\.ts:[0-9]+/. Add that content." }, { "atMs": 53177, "filePath": "craftbook-deep-security-review", "bytes": 3257, "score": 6, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is missing required content: real file and line — nothing in its 3257 bytes matches /src/admin\\.ts:[0-9]+/. Add that content." }, { "atMs": 130187, "filePath": "craftbook-deep-security-review", "bytes": 3846, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 is missing required field \"file\"" }, { "atMs": 155949, "filePath": "craftbook-deep-security-review", "bytes": 3846, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 field \"severity\": \"Critical\" does not match /^(critical|high|medium|low|info)$/" }, { "atMs": 176483, "filePath": "craftbook-deep-security-review", "bytes": 3846, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 is missing required field \"category\"" }, { "atMs": 191952, "filePath": "craftbook-deep-security-review", "bytes": 3846, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 is missing required field \"theme\"" }, { "atMs": 238185, "filePath": "craftbook-deep-security-review", "bytes": 3846, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 is missing required field \"title\"" }, { "atMs": 253592, "filePath": "craftbook-deep-security-review", "bytes": 3846, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 2 is missing required field \"line\"" } ], "latest": { "filePath": "craftbook-deep-security-review", "bytes": 3846, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 2 is missing required field \"line\"" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T11:37:53.942Z] [trial] id=craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-37-53-941Z-skco scenario=craftbook-deep-security-review model=gemma4-12b-q4", "[2026-10-30T11:37:53.942Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-37-53-941Z-skco", "[2026-10-30T11:37:53.942Z] [trial] trialHome=/tmp/gezel-eval-craftbook-deep-security-review-bRP7X4", "[2026-10-30T11:37:53.942Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T11:37:53.942Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T11:37:53.942Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T11:37:53.943Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T11:37:53.944Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-deep-security-review-bRP7X4", "[2026-10-30T11:37:55.376Z] [trial] daemon spawned pid=173527 port=https://127.0.0.1:36993", "[2026-10-30T11:37:55.467Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T11:37:55.471Z] [trial] meester=cassian", "[2026-10-30T11:37:55.471Z] [trial] running scenario setup hook", "[2026-10-30T11:37:55.717Z] [trial] scenario setup complete", "[2026-10-30T11:37:55.717Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T11:37:55.717Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T11:37:55.742Z] [poll] initial digests hard=5e0022b430a37ff6 soft=6bd32c7b3369ac2d", "[2026-10-30T11:37:55.855Z] [poll] hard-progress: 5e0022b430a37ff6 → 799d50e02340fa17 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T11:38:11.248Z] [poll] hard-progress: 799d50e02340fa17 → acc7455fd17e79f9 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=21,stream=361) sniff=0/0B)", "[2026-10-30T11:38:21.494Z] [poll] hard-progress: acc7455fd17e79f9 → ff6bb2983f61c5e4 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=51,stream=1724) sniff=0/0B)", "[2026-10-30T11:38:26.609Z] [poll] hard-progress: ff6bb2983f61c5e4 → c4a95207e3050faf after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=55,stream=1748) sniff=0/0B)", "[2026-10-30T11:38:31.739Z] [poll] hard-progress: c4a95207e3050faf → fd9b1f7b59713450 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=68,stream=2349) sniff=0/0B)", "[2026-10-30T11:38:42.026Z] [poll] hard-progress: fd9b1f7b59713450 → e080201abb2ef68e after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=98,stream=3911) sniff=4/3257B)", "[2026-10-30T11:38:47.152Z] [poll] hard-progress: e080201abb2ef68e → acbf33ba40b6491c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=113,stream=4474) sniff=6/3257B)", "[2026-10-30T11:39:38.495Z] [poll] hard-progress: acbf33ba40b6491c → e30889a77fd88507 after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=8,slot=225,stream=8411) sniff=6/3257B)", "[2026-10-30T11:39:43.619Z] [poll] hard-progress: e30889a77fd88507 → 7f75d2e0f18d41ea after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=232,stream=8435) sniff=6/3257B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-deep-security-review", "scoreAxes": { "verification": 8, "systemic analysis": 7, "remediation": 8 }, "meanScore": 7.7, "justification": "Findings are traced to specific file:line with code snippets confirming source-to-sink paths for command injection and SQL injection. The allow-list ORDER BY pattern is correctly distinguished as a deliberate exception per security.md. Systemic themes table groups root causes with blast radius, though it lacks explicit mention of the profile.ts file (not referenced at all). Remediation is concrete and severity-consistent: parameterized queries, allow-lists, middleware addition. Minor gaps: no findings.json content shown, profile.ts absent, and severity bucketing for Finding 5 is imprecise.", "durationMs": 5900 }, "tableReview": { "status": "judged", "rubricId": "craftbook-deep-security-review" }, "fixedScore": { "composite": 7.5, "compositeIgnoringProseFlag": 7.5, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted (score plateau): 6 comp" }, "quality": { "score": 8, "why": "sniff 9/11" }, "efficiency": { "score": 8, "why": "budget=0.10 calls=17 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "developerToolPhase": { "lastStep": null, "packageScriptSurfaces": 0, "toolPhase": false }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-37-53-941Z-skco/result.json", "sha256": "4bed9f25e50d2846aca3a56f2661671add68624119aecbb7e927d77f06cdd23c" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-37-53-941Z-skco/facts.json", "sha256": "5f81af3da5b7eee8ec0e71725cbafd59ca4524bfb7e8a271bb1bbb096209c469" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-37-53-941Z-skco/metrics.json", "sha256": "33be13ad2e4e6f5aa66baf04f8a73dd0f7d321b5539927e2ebb4d3b6bd0d0a63" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-gemma4-12b-q4-2026-10-30T11-37-53-941Z-skco/llm-judge.json", "sha256": "bb290bcfbedef95864065429e5cd8318da20d660f17f261172d850c264703822" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "developer", "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-gemma4-12b-q4-2026-10-30T13-40-02-407Z-xr30", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-refactor-module-gemma4-12b-q4-2026-10-30T13-40-02-407Z-xr30", "scenarioId": "craftbook-refactor-module", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T13:40:02.407Z", "finishedAt": "2026-10-30T14:19:48.086Z", "durationMs": 2385679, "success": false, "reason": "craftbook-refactor-module stale no-write repair loop: tasks/1/review.md had unchanged content (1062 bytes) for 62s — a re-emission of identical bytes counts as unchanged here after repair feedback and newer chat activity; still failing 24/30: tasks/1/review.md is missing required content: explicit reviewer verdict — nothing in its 1062 bytes matches /Verdict:\\s*(?:PASS|REVISE)/. Add that content.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-gemma4-12b-q4-2026-10-30T13-40-02-407Z-xr30", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "failureClass": "model", "failureClassRule": "task-paused-unrecovered", "failureClassEvidence": "[tasks] crewlog/1 paused for help (gate_exhausted) at step \"baseline\"" }, "metrics": { "process": { "sampleCount": 470, "peakRssMb": 19458, "peakCpuPercent": 264.3, "firstAtMs": 1, "lastAtMs": 2379736 }, "gpu": { "available": true, "sampleCount": 470, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 470, "peakUsedMb": 42706, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 1702653, "totalOutputTokens": 58433, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 23, "todayTokensIn": 503431, "todayTokensCached": 318097, "todayTokensOut": 14759, "todayCost": 0, "totalTurns": 23, "totalTokensIn": 503431, "totalTokensCached": 318097, "totalTokensOut": 14759, "totalCost": 0, "medianOutputTokensPerSec": 78, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 78, "turns": 23 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 37274, "outputTokens": 81, "cost": 0, "durationMs": 55792, "outputTokensPerSec": 76.92440830706686, "at": "2026-10-30T14:18:56.697Z" }, "lastUpdated": "2026-10-30T14:18:56.697Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": 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Please enab…", "chose": "write-in (default)" }, { "atMs": 199665, "kind": "structured", "gezel": "hari", "question": "The `run_package_script` tool is not currently available in my toolset, which me…", "chose": "write-in (default)" }, { "atMs": 220012, "kind": "structured", "gezel": "hari", "question": "I still do not have the `run_package_script` tool in my current environment, whi…", "chose": "write-in (default)" }, { "atMs": 245457, "kind": "structured", "gezel": "hari", "question": "I am technically unable to proceed past this step because the automated gate req…", "chose": "write-in (default)" } ] }, "miscEvents": [ "[2026-10-30T13:40:02.408Z] [trial] id=craftbook-refactor-module-gemma4-12b-q4-2026-10-30T13-40-02-407Z-xr30 scenario=craftbook-refactor-module model=gemma4-12b-q4", "[2026-10-30T13:40:02.408Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-gemma4-12b-q4-2026-10-30T13-40-02-407Z-xr30", "[2026-10-30T13:40:02.408Z] [trial] trialHome=/tmp/gezel-eval-craftbook-refactor-module-bhMuAK", "[2026-10-30T13:40:02.408Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T13:40:02.408Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T13:40:02.408Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T13:40:02.408Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T13:40:02.409Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-refactor-module-bhMuAK", "[2026-10-30T13:40:03.835Z] [trial] daemon spawned pid=390196 port=https://127.0.0.1:38689", "[2026-10-30T13:40:03.943Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T13:40:03.950Z] [trial] meester=anika", "[2026-10-30T13:40:03.950Z] [trial] running scenario setup hook", "[2026-10-30T13:40:04.108Z] [trial] scenario setup complete", "[2026-10-30T13:40:04.108Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T13:40:04.108Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T13:40:04.120Z] [poll] initial digests hard=797ebe9b343ee820 soft=5d72313a2c90f673", "[2026-10-30T13:40:04.242Z] [poll] hard-progress: 797ebe9b343ee820 → 6d3dc7d9026de44c after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-30T13:40:09.400Z] [poll] hard-progress: 6d3dc7d9026de44c → 4e467b4071ac5711 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-30T13:40:24.853Z] [poll] hard-progress: 4e467b4071ac5711 → 26d0c105ee5f314f after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=23,stream=272) sniff=5/0B)", "[2026-10-30T13:40:29.992Z] [poll] hard-progress: 26d0c105ee5f314f → 0ad7f49c33bd588c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=37,stream=456) sniff=6/0B)", "[2026-10-30T13:40:40.392Z] [poll] hard-progress: 0ad7f49c33bd588c → 67fe222adbb4313d after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=68,stream=1598) sniff=11/1882B)", "[2026-10-30T13:41:06.267Z] [poll] hard-progress: 67fe222adbb4313d → 135eceba593b959d after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=10,slot=134,stream=3057) sniff=11/1882B)", "[2026-10-30T13:41:16.629Z] [poll] hard-progress: 135eceba593b959d → 5f62bbc0bd4cd812 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=13,slot=148,stream=3105) sniff=11/1882B)", "[2026-10-30T13:41:21.810Z] [poll] hard-progress: 5f62bbc0bd4cd812 → ae1cf144c48553e0 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=15,slot=163,stream=3578) sniff=11/1882B)", "[2026-10-30T13:41:26.949Z] [poll] hard-progress: ae1cf144c48553e0 → 7767a3b25e70686d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=16,slot=177,stream=4151) sniff=11/1791B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-refactor-module", "scoreAxes": { "Guardrail-first discipline": 1, "Reversible-stage execution": 2, "Genuine deduplication": 1 }, "meanScore": 1.3, "justification": "The sole delivered artifact (change-notes.md) records no baseline test run, no duplication count or method, and no coverage assessment. Only Stage 1 (creating normalize-name.js) is logged; neither format-name.js nor report.js is updated to consume it, so the actual deduplication never happened. 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The gate is blocking advancement because…", "chose": "write-in (default)" }, { "atMs": 519594, "kind": "structured", "gezel": "yui", "question": "Gate block - Proceed to 'change' step? The gate is blocking advancement because…", "chose": "write-in (default)" }, { "atMs": 529734, "kind": "structured", "gezel": "yui", "question": "Gate block - Proceed to 'change' step? The gate is blocking advancement because…", "chose": "write-in (default)" }, { "atMs": 555115, "kind": "structured", "gezel": "yui", "question": "Gate block - Proceed to 'change' step? The gate is blocking advancement because…", "chose": "write-in (default)" }, { "atMs": 743217, "kind": "structured", "gezel": "yui", "question": "Gate block - Manual verification complete? I have completed the documentation a…", "chose": "write-in (default)" }, { "atMs": 753380, "kind": "structured", "gezel": "yui", "question": "Gate block - Manual verification complete? 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sniff=1/3B)", "[2026-10-30T10:50:59.004Z] [poll] hard-progress: 16d08ccbe30532d9 → e7f83657749392f6 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=11,slot=209,stream=4730) sniff=1/3B)", "[2026-10-30T10:51:24.706Z] [poll] hard-progress: e7f83657749392f6 → 834b1aa8a0b75bef after 26s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=13,slot=285,stream=6692) sniff=1/3B)", "[2026-10-30T10:51:55.370Z] [poll] hard-progress: 834b1aa8a0b75bef → 52df13b29281ac54 after 31s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=14,slot=351,stream=8120) sniff=1/3B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5.8, "compositeIgnoringProseFlag": 5.8, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 5, "why": "sniff 1/2" }, "efficiency": { "score": 3, 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{ "startedAt": "2026-10-30T10:33:41.053Z", "finishedAt": "2026-10-30T10:35:12.476Z", "timeToFirstArtifactMs": 28454, "timeToLastArtifactWriteMs": 81833, "timeToFirstTokenMs": 10758, "firstTurnTtftMs": 7381, "timeToFirstToolCallMs": 14690 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 16, "byTool": { "list_dir": 1, "read_file": 5, "read_files": 1, "replace_lines": 8, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 1987, "filePath": "fix-squisq-bugs", "bytes": 5461, "score": 1, "scoreMax": 5, "signals": [ "haversine-untouched" ], "failReason": "getGeohashPath behavioral check failed: path from lng 170 to lng -170 passes through lng 87.8 — it must cross the antimeridian (±180), not run back through 0" }, { "atMs": 32473, "filePath": "fix-squisq-bugs", "bytes": 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provider=llama-cpp category=local-engine", "[2026-10-30T10:33:41.055Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T10:33:41.056Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T10:33:41.057Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-fix-squisq-bugs-UhgqwP", "[2026-10-30T10:33:42.614Z] [trial] daemon spawned pid=64221 port=https://127.0.0.1:43053", "[2026-10-30T10:33:42.722Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T10:33:42.730Z] [trial] meester=soren", "[2026-10-30T10:33:42.730Z] [trial] running scenario setup hook", "[2026-10-30T10:33:42.883Z] [trial] scenario setup complete", "[2026-10-30T10:33:42.885Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T10:33:42.886Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T10:33:42.918Z] [poll] initial digests hard=35019b66d641bbf2 soft=cbc1f0b7823691dd", "[2026-10-30T10:33:43.106Z] [poll] hard-progress: 35019b66d641bbf2 → ac9504b4b1723eaa after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/5461B)", "[2026-10-30T10:33:58.247Z] [poll] hard-progress: ac9504b4b1723eaa → 8a9f82eae011634e after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=25,stream=416) sniff=1/5461B)", "[2026-10-30T10:34:03.290Z] [poll] hard-progress: 8a9f82eae011634e → 93778cc719680cb3 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=36,stream=692) sniff=1/5461B)", "[2026-10-30T10:34:13.563Z] [poll] hard-progress: 93778cc719680cb3 → 1358419d7df2e8b0 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=64,stream=1403) sniff=1/5358B)", "[2026-10-30T10:34:18.773Z] [poll] hard-progress: 1358419d7df2e8b0 → 8f9cc8dae7aae309 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=80,stream=2037) sniff=1/5163B)", "[2026-10-30T10:34:23.818Z] [poll] hard-progress: 8f9cc8dae7aae309 → 7b05f8ca99f8bf7d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=94,stream=2564) sniff=1/5163B)", "[2026-10-30T10:34:28.857Z] [poll] hard-progress: 7b05f8ca99f8bf7d → 276a5f7ff966b435 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=108,stream=3149) sniff=1/5163B)", "[2026-10-30T10:34:33.910Z] [poll] hard-progress: 276a5f7ff966b435 → 9b2e3404ae919b89 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=121,stream=3634) sniff=1/5163B)", "[2026-10-30T10:34:44.005Z] [poll] hard-progress: 9b2e3404ae919b89 → 5e6aef6ed0fecff6 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=146,stream=4839) sniff=1/5163B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.06 calls=16 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-gemma4-12b-q4-2026-10-30T10-33-41-053Z-dad1/result.json", "sha256": "1064fcc0309aa4e0791a5cbe2d7324fea5464a02908cb997e81830737161a674" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-gemma4-12b-q4-2026-10-30T10-33-41-053Z-dad1/facts.json", "sha256": "f022e731c1dbec86d5a0aa271354fbac81a1f857686fc169ade8cab8e5407924" }, "metrics.json": { 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true, "reason": "all 5 signals firing including tsc-clean (great-circle-path, graceful-errors, deep-layer-validation, haversine-untouched, tsc-clean)", "durationMs": 70766, "timeoutMs": 1500000, "budgetUsedFraction": 0.047177333333333335 }, "timing": { "startedAt": "2026-10-30T10:35:13.036Z", "finishedAt": "2026-10-30T10:36:23.802Z", "timeToFirstArtifactMs": 24775, "timeToLastArtifactWriteMs": 61395, "timeToFirstTokenMs": 11742, "firstTurnTtftMs": 8350, "timeToFirstToolCallMs": 15970 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 10, "byTool": { "list_dir": 1, "read_file": 2, "read_files": 1, "replace_lines": 4, "write_file": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 2022, "filePath": "fix-squisq-bugs", "bytes": 5461, "score": 1, "scoreMax": 5, "signals": [ 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"[2026-10-30T10:35:13.037Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T10:35:13.037Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T10:35:13.038Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-fix-squisq-bugs-RJZptU", "[2026-10-30T10:35:14.571Z] [trial] daemon spawned pid=66576 port=https://127.0.0.1:36081", "[2026-10-30T10:35:14.675Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T10:35:14.684Z] [trial] meester=celestine", "[2026-10-30T10:35:14.684Z] [trial] running scenario setup hook", "[2026-10-30T10:35:14.910Z] [trial] scenario setup complete", "[2026-10-30T10:35:14.911Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T10:35:14.911Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T10:35:14.941Z] [poll] initial digests hard=3f5d483353faf9ed soft=609835373b3a20b3", "[2026-10-30T10:35:15.132Z] [poll] hard-progress: 3f5d483353faf9ed → d69e8c307348a11f after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/5461B)", "[2026-10-30T10:35:30.292Z] [poll] hard-progress: d69e8c307348a11f → b4e891de1dcdc376 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=21,stream=386) sniff=1/5461B)", "[2026-10-30T10:35:35.346Z] [poll] hard-progress: b4e891de1dcdc376 → d44ed4609958c22c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=32,stream=633) sniff=1/5461B)", "[2026-10-30T10:35:40.493Z] [poll] hard-progress: d44ed4609958c22c → 751dbd62e711ef45 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=47,stream=1027) sniff=1/5391B)", "[2026-10-30T10:35:45.550Z] [poll] hard-progress: 751dbd62e711ef45 → ccbd9c802799ec25 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=60,stream=1674) sniff=1/5391B)", "[2026-10-30T10:36:00.845Z] [poll] hard-progress: ccbd9c802799ec25 → e73d7f3aecf6df16 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=104,stream=4269) sniff=3/5927B)", "[2026-10-30T10:36:10.971Z] [poll] hard-progress: e73d7f3aecf6df16 → 6efdc931708857dc after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=131,stream=5700) sniff=3/5927B)", "[2026-10-30T10:36:16.578Z] [poll] terminal: success=true reason=all 5 signals firing including tsc-clean (great-circle-path, graceful-errors, deep-layer-validation, haversine-untouched, tsc-clean)", "[2026-10-30T10:36:16.981Z] [capture] dumped 1 session(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.05 calls=10" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-gemma4-12b-q4-2026-10-30T10-35-13-035Z-z0lb/result.json", "sha256": "09b37c96c49a392722064684d9c8cfa3fafc90eabfa35d64ffd0fa124214e3c2" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-gemma4-12b-q4-2026-10-30T10-35-13-035Z-z0lb/facts.json", "sha256": "c2eccdde0cdc172b3e10ab13d4c4cceb496462db00d69eda3e4bf24f4e4490b0" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-gemma4-12b-q4-2026-10-30T10-35-13-035Z-z0lb/metrics.json", "sha256": 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"2026-10-30T10:36:25.159Z", "finishedAt": "2026-10-30T10:37:30.262Z", "timeToFirstArtifactMs": 25155, "timeToLastArtifactWriteMs": 55036, "timeToFirstTokenMs": 11161, "firstTurnTtftMs": 7822, "timeToFirstToolCallMs": 14745 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 9, "byTool": { "list_dir": 1, "read_file": 4, "replace_lines": 3, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 1845, "filePath": "fix-squisq-bugs", "bytes": 5461, "score": 1, "scoreMax": 5, "signals": [ "haversine-untouched" ], "failReason": "getGeohashPath behavioral check failed: path from lng 170 to lng -170 passes through lng 87.8 — it must cross the antimeridian (±180), not run back through 0" }, { "atMs": 52507, "filePath": "fix-squisq-bugs", "bytes": 5817, "score": 3, "scoreMax": 5, "signals": [ "great-circle-path", "graceful-errors", "haversine-untouched" ], "failReason": "assertImageEditDoc behavioral check failed: assertImageEditDoc accepted a doc whose layers contain a null layer — per-layer validation is missing or shallow" }, { "atMs": 58169, "filePath": "fix-squisq-bugs", "bytes": 6508, "score": 5, "scoreMax": 5, "signals": [ "great-circle-path", "graceful-errors", "deep-layer-validation", "haversine-untouched", "tsc-clean" ], "failReason": null } ], "latest": { "filePath": "fix-squisq-bugs", "bytes": 6508, "score": 5, "scoreMax": 5, "signals": [ "great-circle-path", "graceful-errors", "deep-layer-validation", "haversine-untouched", "tsc-clean" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T10:36:25.160Z] [trial] id=fix-squisq-bugs-gemma4-12b-q4-2026-10-30T10-36-25-159Z-nxo7 scenario=fix-squisq-bugs model=gemma4-12b-q4", "[2026-10-30T10:36:25.161Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-gemma4-12b-q4-2026-10-30T10-36-25-159Z-nxo7", "[2026-10-30T10:36:25.161Z] [trial] trialHome=/tmp/gezel-eval-fix-squisq-bugs-CAJzTT", "[2026-10-30T10:36:25.161Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T10:36:25.161Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T10:36:25.161Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T10:36:25.162Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T10:36:25.163Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-fix-squisq-bugs-CAJzTT", "[2026-10-30T10:36:26.598Z] [trial] daemon spawned pid=67757 port=https://127.0.0.1:40699", "[2026-10-30T10:36:26.690Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T10:36:26.695Z] [trial] meester=celestine", "[2026-10-30T10:36:26.695Z] [trial] running scenario setup hook", "[2026-10-30T10:36:26.851Z] [trial] scenario setup complete", "[2026-10-30T10:36:26.852Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T10:36:26.852Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T10:36:26.879Z] [poll] initial digests hard=c7763b6d003378cb soft=9fc22955468c17be", "[2026-10-30T10:36:27.060Z] [poll] hard-progress: c7763b6d003378cb → f92dff3d0500205d after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/5461B)", "[2026-10-30T10:36:42.189Z] [poll] hard-progress: f92dff3d0500205d → d59d12a72f1f4188 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=22,stream=367) sniff=1/5461B)", "[2026-10-30T10:36:47.247Z] [poll] hard-progress: d59d12a72f1f4188 → 39253fc3ad42d42d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=34,stream=667) sniff=1/5461B)", "[2026-10-30T10:36:52.292Z] [poll] hard-progress: 39253fc3ad42d42d → d102c1b76af06ca3 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=47,stream=1120) sniff=1/5461B)", "[2026-10-30T10:37:02.403Z] [poll] hard-progress: d102c1b76af06ca3 → c954b49d62b121cd after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=75,stream=2713) sniff=1/5461B)", "[2026-10-30T10:37:17.720Z] [poll] hard-progress: c954b49d62b121cd → 99717a74e4dd9f48 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=119,stream=5265) sniff=3/5817B)", "[2026-10-30T10:37:23.329Z] [poll] terminal: success=true reason=all 5 signals firing including tsc-clean (great-circle-path, graceful-errors, deep-layer-validation, haversine-untouched, tsc-clean)", "[2026-10-30T10:37:23.652Z] [capture] dumped 1 session(s)", "[2026-10-30T10:37:23.655Z] [capture] snapshotted telemetry for 1 session(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.04 calls=9" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-gemma4-12b-q4-2026-10-30T10-36-25-159Z-nxo7/result.json", "sha256": "97e07f047a2c4037111b699da58cd350f07886abb010913b5ac13feb38d0bc83" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-gemma4-12b-q4-2026-10-30T10-36-25-159Z-nxo7/facts.json", "sha256": 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team shape: 1 distinct non-meester session(s) (solo)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-56-04-853Z-x9bj", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 11, "peakRssMb": 10797, "peakCpuPercent": 264.6, "firstAtMs": 0, "lastAtMs": 50664 }, "gpu": { "available": true, "sampleCount": 11, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 11, "peakUsedMb": 33824, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15359, "totalOutputTokens": 2001, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 7321, "todayTokensCached": 7150, "todayTokensOut": 23, "todayCost": 0, 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], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 11, "peakRssMb": 10797, "peakCpuPercent": 264.6, "firstAtMs": 0, "lastAtMs": 50664 }, "gpu": { "available": true, "sampleCount": 11, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 11, "peakUsedMb": 33824, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15359, "totalOutputTokens": 2001, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 7321, "todayTokensCached": 7150, "todayTokensOut": 23, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 7321, "totalTokensCached": 7150, "totalTokensOut": 23, "totalCost": 0, "medianOutputTokensPerSec": 58.2, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 58.2, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7321, "cachedInputTokens": 7150, "outputTokens": 23, "cost": 0, 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0, "gateRejections": 1, "redrives": 0, "perStep": [ { "ref": "this-work-e/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-30T10:56:56.153Z", "completedAt": null, "ms": null, "gateRejections": 1, "toolCalls": 6, "sessionIds": [ "6ea9920a-5fcc-45d7-ba2f-fc008fbae50c" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T10:56:06.380Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T10:56:06.353Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "batbold": 1, "elara": 1 }, "perTask": { "this-work-e/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 3, "maxContextFill": 0.029933929443359375, "resumeFailures": 0 }, "compaction": { "observable": 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58415, "timeoutMs": 1800000, "budgetUsedFraction": 0.032452777777777775 }, "timing": { "startedAt": "2026-10-30T10:56:04.853Z", "finishedAt": "2026-10-30T10:57:03.268Z", "timeToFirstArtifactMs": 44178, "timeToLastArtifactWriteMs": 51543, "timeToFirstTokenMs": 11856, "firstTurnTtftMs": 8406, "timeToFirstToolCallMs": 21998 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 8, "byTool": { "suggest_work": 1, "start_work": 1, "make_dir": 1, "write_file": 3, "write_task_note": 1, "advance_task_step": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 52601, "filePath": "interface-contract", "bytes": 968, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } ], "latest": { "filePath": "interface-contract", "bytes": 968, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T10:56:04.854Z] [trial] id=interface-contract-gemma4-12b-q4-2026-10-30T10-56-04-853Z-x9bj scenario=interface-contract model=gemma4-12b-q4", "[2026-10-30T10:56:04.854Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-56-04-853Z-x9bj", "[2026-10-30T10:56:04.854Z] [trial] trialHome=/tmp/gezel-eval-interface-contract-SQTtM7", "[2026-10-30T10:56:04.854Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T10:56:04.854Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T10:56:04.854Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T10:56:04.854Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T10:56:04.856Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-interface-contract-SQTtM7", "[2026-10-30T10:56:06.394Z] [trial] daemon spawned pid=86202 port=https://127.0.0.1:46423", "[2026-10-30T10:56:06.504Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T10:56:06.510Z] [trial] meester=elara", "[2026-10-30T10:56:06.628Z] [trial] sent prompt to meester (1435 chars)", "[2026-10-30T10:56:06.628Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T10:56:06.646Z] [poll] initial digests hard=92d8e731607cb302 soft=03495329382e1080", "[2026-10-30T10:56:31.880Z] [poll] hard-progress: 92d8e731607cb302 → b3f6fa31352c2756 after 25s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=2,slot=46,stream=1177) sniff=0/0B)", "[2026-10-30T10:56:47.078Z] [poll] hard-progress: b3f6fa31352c2756 → e2f2909e83279b2b after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=78,stream=1714) sniff=0/0B)", "[2026-10-30T10:56:52.147Z] [poll] hard-progress: e2f2909e83279b2b → dff76625957ab547 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=93,stream=2317) sniff=2/0B)", "[2026-10-30T10:56:57.457Z] [poll] terminal: success=true reason=tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "[2026-10-30T10:56:57.918Z] [capture] dumped 2 session(s)", "[2026-10-30T10:56:57.919Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-30T10:56:57.942Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T10:57:03.267Z] [trial] daemon shut down", "[2026-10-30T10:57:03.269Z] [trial] PASS duration=58415ms reason=tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.03 calls=8" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-56-04-853Z-x9bj/result.json", "sha256": "ad7d6cb509380faa8747f4316b5bbbc62c91c131b597cd9acffa26d6947cea19" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-56-04-853Z-x9bj/facts.json", "sha256": "7019adfb22a54cd3cf654f96e7afb1dfa7d6de08c2804311a8898f90e862feda" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-56-04-853Z-x9bj/metrics.json", "sha256": "270a89361262c70887b3098e22637497904c8671a165c297ab8a2fb29d59aafa" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "developer", "scenarioId": "interface-contract", "trialId": "interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol", "success": true, "nonModelFailure": false, "result": { "trialId": "interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol", "scenarioId": "interface-contract", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T10:57:04.448Z", "finishedAt": "2026-10-30T10:57:58.498Z", "durationMs": 54050, "success": true, "reason": "tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 10, "peakRssMb": 10499, "peakCpuPercent": 260.7, "firstAtMs": 0, "lastAtMs": 45660 }, "gpu": { "available": true, "sampleCount": 10, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 10, "peakUsedMb": 33323, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15351, "totalOutputTokens": 1589, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 7327, "todayTokensCached": 7156, "todayTokensOut": 23, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 7327, "totalTokensCached": 7156, "totalTokensOut": 23, "totalCost": 0, "medianOutputTokensPerSec": 57.3, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 57.3, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7327, "cachedInputTokens": 7156, "outputTokens": 23, "cost": 0, "durationMs": 18744, "outputTokensPerSec": 57.3301853849722, "at": "2026-10-30T10:57:26.659Z" }, "lastUpdated": "2026-10-30T10:57:26.659Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T10:57:52.529Z" } }, "source": "engine-log" }, "derived": { "durationMs": 46512, "meanTokensPerSec": 80.93, "genTokensPerSec": 80.93, "genTokens": 1589, "promptTokensPerSec": 1429.88, "peakRssMb": 10499, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 7327, "output": 23 } } } }, "facts": { "trialId": "interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol", "scenarioId": "interface-contract", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 10, "peakRssMb": 10499, "peakCpuPercent": 260.7, "firstAtMs": 0, "lastAtMs": 45660 }, "gpu": { "available": true, "sampleCount": 10, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 10, "peakUsedMb": 33323, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15351, "totalOutputTokens": 1589, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 7327, "todayTokensCached": 7156, "todayTokensOut": 23, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 7327, "totalTokensCached": 7156, "totalTokensOut": 23, "totalCost": 0, "medianOutputTokensPerSec": 57.3, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 57.3, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7327, "cachedInputTokens": 7156, "outputTokens": 23, "cost": 0, "durationMs": 18744, "outputTokensPerSec": 57.3301853849722, "at": "2026-10-30T10:57:26.659Z" }, "lastUpdated": "2026-10-30T10:57:26.659Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T10:57:52.529Z" } }, "source": "engine-log" }, "derived": { "durationMs": 46512, "meanTokensPerSec": 80.93, "genTokensPerSec": 80.93, "genTokens": 1589, "promptTokensPerSec": 1429.88, "peakRssMb": 10499, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 7327, "output": 23 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 1, "completed": 0, "gateApprovals": 0, "gateRejections": 1, "redrives": 0, "perStep": [ { "ref": "this-work-e/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-30T10:57:51.907Z", "completedAt": null, "ms": null, "gateRejections": 1, "toolCalls": 6, "sessionIds": [ "30977781-9394-471b-93cd-61d72928efd7" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T10:57:05.952Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T10:57:05.928Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "haruto": 1, "vanya": 1 }, "perTask": { "this-work-e/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 3, "maxContextFill": 0.029933929443359375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.029933929443359375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "durationMs": 54050, "timeoutMs": 1800000, "budgetUsedFraction": 0.030027777777777778 }, "timing": { "startedAt": "2026-10-30T10:57:04.448Z", "finishedAt": "2026-10-30T10:57:58.498Z", "timeToFirstArtifactMs": 40362, "timeToLastArtifactWriteMs": 44965, "timeToFirstTokenMs": 11905, "firstTurnTtftMs": 8438, "timeToFirstToolCallMs": 20058 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 8, "byTool": { "suggest_work": 1, "start_work": 1, "make_dir": 1, "write_file": 3, "write_task_note": 1, "advance_task_step": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 47655, "filePath": "interface-contract", "bytes": 930, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } ], "latest": { "filePath": "interface-contract", "bytes": 930, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T10:57:04.448Z] [trial] id=interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol scenario=interface-contract model=gemma4-12b-q4", "[2026-10-30T10:57:04.448Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol", "[2026-10-30T10:57:04.448Z] [trial] trialHome=/tmp/gezel-eval-interface-contract-HMJ0gr", "[2026-10-30T10:57:04.448Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T10:57:04.448Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T10:57:04.449Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T10:57:04.449Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T10:57:04.450Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-interface-contract-HMJ0gr", "[2026-10-30T10:57:05.986Z] [trial] daemon spawned pid=87249 port=https://127.0.0.1:34439", "[2026-10-30T10:57:06.080Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T10:57:06.087Z] [trial] meester=vanya", "[2026-10-30T10:57:06.193Z] [trial] sent prompt to meester (1435 chars)", "[2026-10-30T10:57:06.193Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T10:57:06.216Z] [poll] initial digests hard=76a17d731d796d3c soft=50479541900337f9", "[2026-10-30T10:57:26.415Z] [poll] hard-progress: 76a17d731d796d3c → 48a8a43986e5a5d1 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=37,stream=978) sniff=0/0B)", "[2026-10-30T10:57:31.471Z] [poll] hard-progress: 48a8a43986e5a5d1 → 09fac10412e626b3 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=2,slot=39,stream=994) sniff=0/0B)", "[2026-10-30T10:57:46.716Z] [poll] hard-progress: 09fac10412e626b3 → bfc551dc8eb834ae after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=72,stream=1735) sniff=1/0B)", "[2026-10-30T10:57:52.106Z] [poll] terminal: success=true reason=tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "[2026-10-30T10:57:52.547Z] [capture] dumped 2 session(s)", "[2026-10-30T10:57:52.549Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-30T10:57:52.581Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T10:57:58.496Z] [trial] daemon shut down", "[2026-10-30T10:57:58.499Z] [trial] PASS duration=54050ms reason=tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.03 calls=8" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol/result.json", "sha256": "7781e80a61693dcd4df072088bba2ffca87522c545f208fd1209bf4c36b91f8e" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol/facts.json", "sha256": "d48503b2550ce84eeca0e7bd71681000b7c2fca248082b1190973819fbe35e60" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/interface-contract/interface-contract-gemma4-12b-q4-2026-10-30T10-57-04-448Z-peol/metrics.json", "sha256": "0184502cf839bb38eb7dc41825fc3260e046263ba7420cbceb34c2308ab353e4" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "developer", "scenarioId": "interface-contract", "trialId": "interface-contract-gemma4-12b-q4-2026-10-30T10-57-59-131Z-56re", "success": true, "nonModelFailure": false, "result": { "trialId": "interface-contract-gemma4-12b-q4-2026-10-30T10-57-59-131Z-56re", "scenarioId": "interface-contract", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T10:57:59.132Z", "finishedAt": "2026-10-30T10:58:52.960Z", "durationMs": 53828, "success": true, "reason": "tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted 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id=large-pr-review-gemma4-12b-q4-2026-10-30T11-42-17-940Z-peq4 scenario=large-pr-review model=gemma4-12b-q4", "[2026-10-30T11:42:17.942Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/large-pr-review/large-pr-review-gemma4-12b-q4-2026-10-30T11-42-17-940Z-peq4", "[2026-10-30T11:42:17.942Z] [trial] trialHome=/tmp/gezel-eval-large-pr-review-vja8iZ", "[2026-10-30T11:42:17.942Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T11:42:17.942Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T11:42:17.942Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T11:42:17.943Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T11:42:17.944Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-large-pr-review-vja8iZ", "[2026-10-30T11:42:19.477Z] [trial] daemon spawned pid=177919 port=https://127.0.0.1:34313", "[2026-10-30T11:42:19.581Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T11:42:19.588Z] [trial] meester=priya", "[2026-10-30T11:42:19.588Z] [trial] running scenario setup hook", "[2026-10-30T11:42:19.936Z] [trial] scenario setup complete", "[2026-10-30T11:42:19.936Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T11:42:19.936Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T11:42:19.951Z] [poll] initial digests hard=e5611079a4ef179f soft=2be5edd73b7e7904", "[2026-10-30T11:42:19.997Z] [poll] hard-progress: e5611079a4ef179f → e15418d355585e65 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T11:42:40.235Z] [poll] hard-progress: e15418d355585e65 → 010737d9527adf1f after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=22,stream=293) sniff=0/0B)", "[2026-10-30T11:42:45.300Z] [poll] hard-progress: 010737d9527adf1f → 026187e3abe39415 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=32,stream=390) sniff=0/0B)", "[2026-10-30T11:42:50.364Z] [poll] hard-progress: 026187e3abe39415 → 11abd3cba32b1fe2 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=47,stream=1222) sniff=0/0B)", "[2026-10-30T11:43:00.491Z] [poll] hard-progress: 11abd3cba32b1fe2 → 1f70a849525d88ba after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=76,stream=2904) sniff=0/0B)", "[2026-10-30T11:43:05.561Z] [poll] hard-progress: 1f70a849525d88ba → 8d16d48ecd458886 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=85,stream=3351) sniff=0/0B)", "[2026-10-30T11:43:15.699Z] [poll] hard-progress: 8d16d48ecd458886 → be87bfdc0252c819 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=114,stream=4647) sniff=0/0B)", "[2026-10-30T11:43:20.757Z] [poll] hard-progress: be87bfdc0252c819 → ebb34b7335da1921 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=121,stream=4964) sniff=0/0B)", "[2026-10-30T11:43:30.903Z] [poll] hard-progress: ebb34b7335da1921 → 591ca48204b69253 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=152,stream=6579) sniff=0/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5.8, "compositeIgnoringProseFlag": 5.8, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 5, "why": "artifact exists, no graded max" }, "efficiency": { "score": 3, "why": "budget=0.40 calls=45 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "developerToolPhase": { 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124546 }, "usage": { "available": true, "totalInputTokens": 557956, "totalOutputTokens": 83636, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 15, "todayTokensIn": 520738, "todayTokensCached": 355311, "todayTokensOut": 12919, "todayCost": 0, "totalTurns": 15, "totalTokensIn": 520738, "totalTokensCached": 355311, "totalTokensOut": 12919, "totalCost": 0, "medianOutputTokensPerSec": 72.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 72.5, "turns": 15 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 29915, "cachedInputTokens": 25378, "outputTokens": 42, "cost": 0, "durationMs": 82367, "outputTokensPerSec": 81.87113483377165, "at": "2026-10-30T12:29:19.325Z" }, "lastUpdated": "2026-10-30T12:29:19.325Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, 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null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "rina": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 23, "maxContextFill": 0.0802001953125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 2, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.0802001953125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 2 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "complete large-PR review (coverage-120-of-120, coverage-summary, late-defect-citation, request-changes, no-false-missing-api, source-unchanged)", "durationMs": 1447403, "timeoutMs": 3600000, "budgetUsedFraction": 0.4020563888888889 }, "timing": { "startedAt": "2026-10-30T12:06:18.133Z", "finishedAt": "2026-10-30T12:30:25.536Z", "timeToFirstArtifactMs": 29204, "timeToLastArtifactWriteMs": 1437601, "timeToFirstTokenMs": 15626, "firstTurnTtftMs": 12003, "timeToFirstToolCallMs": 19201 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 46, "byTool": { "list_artifacts": 2, "read_artifact": 4, "write_file": 23, "read_artifacts": 11, "read_file": 5, "replace_lines": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 130 }, "sniff": { "progression": [], "latest": null }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T12:06:18.134Z] [trial] id=large-pr-review-gemma4-12b-q4-2026-10-30T12-06-18-132Z-n66h scenario=large-pr-review model=gemma4-12b-q4", "[2026-10-30T12:06:18.134Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/developer/large-pr-review/large-pr-review-gemma4-12b-q4-2026-10-30T12-06-18-132Z-n66h", "[2026-10-30T12:06:18.134Z] [trial] trialHome=/tmp/gezel-eval-large-pr-review-OctY1g", "[2026-10-30T12:06:18.134Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T12:06:18.134Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T12:06:18.134Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T12:06:18.136Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T12:06:18.136Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-large-pr-review-OctY1g", "[2026-10-30T12:06:19.676Z] [trial] daemon spawned pid=198311 port=https://127.0.0.1:36511", "[2026-10-30T12:06:19.775Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T12:06:19.783Z] [trial] meester=sulien", "[2026-10-30T12:06:19.783Z] [trial] running scenario setup hook", "[2026-10-30T12:06:20.143Z] [trial] scenario setup complete", "[2026-10-30T12:06:20.143Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T12:06:20.143Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T12:06:20.165Z] [poll] initial digests hard=659beedf768f9a34 soft=e733af0bf0d85637", "[2026-10-30T12:06:20.215Z] [poll] hard-progress: 659beedf768f9a34 → 38ac0e24040a7bec after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T12:06:40.416Z] [poll] hard-progress: 38ac0e24040a7bec → 84a8475824532471 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=22,stream=280) sniff=0/0B)", "[2026-10-30T12:06:45.474Z] [poll] hard-progress: 84a8475824532471 → c3f5ef406c1e3ef3 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=31,stream=355) sniff=0/0B)", "[2026-10-30T12:06:50.551Z] [poll] hard-progress: c3f5ef406c1e3ef3 → 5271215bad6935fd after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=44,stream=985) sniff=0/0B)", "[2026-10-30T12:07:00.679Z] [poll] hard-progress: 5271215bad6935fd → 6304b619885bc808 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=74,stream=2718) sniff=0/0B)", "[2026-10-30T12:07:05.735Z] [poll] hard-progress: 6304b619885bc808 → b9ff467de365dcee after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=87,stream=3430) sniff=0/0B)", "[2026-10-30T12:07:15.863Z] [poll] hard-progress: b9ff467de365dcee → 70b53318a5012cfe after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=111,stream=4427) sniff=0/0B)", "[2026-10-30T12:07:20.941Z] [poll] hard-progress: 70b53318a5012cfe → 7f79e6ffbaf9db48 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=123,stream=5022) sniff=0/0B)", "[2026-10-30T12:07:31.053Z] [poll] hard-progress: 7f79e6ffbaf9db48 → 001980dc9d2eb749 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=152,stream=6512) sniff=0/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": 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"ecc1cdc2803c01b753f919750c2d939558638a3729186acc767992f7cc581fc4" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "developer", "scenarioId": "large-pr-review", "trialId": "large-pr-review-gemma4-12b-q4-2026-10-30T12-30-25-991Z-rzwl", "success": false, "nonModelFailure": false, "result": { "trialId": "large-pr-review-gemma4-12b-q4-2026-10-30T12-30-25-991Z-rzwl", "scenarioId": "large-pr-review", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T12:30:25.991Z", "finishedAt": "2026-10-30T12:54:26.017Z", "durationMs": 1440026, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on pr-review.md; missing signals stayed unchanged: coverage ledger names 89/120 exact paths, cite src/security/late-authorization.ts:4 and explain the cross-owner deletion risk, Verdict: request-changes. 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runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-46-42-571Z-piho", "[2026-10-30T07:46:42.572Z] [trial] trialHome=/tmp/gezel-eval-conflict-synthesis-YPN7Ge", "[2026-10-30T07:46:42.572Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:46:42.572Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:46:42.572Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:46:42.574Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:46:42.576Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-conflict-synthesis-YPN7Ge", "[2026-10-30T07:46:44.113Z] [trial] daemon spawned pid=3961547 port=https://127.0.0.1:46201", "[2026-10-30T07:46:44.219Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:46:44.227Z] [trial] meester=soren", "[2026-10-30T07:46:44.228Z] [trial] running scenario setup hook", "[2026-10-30T07:46:44.450Z] [trial] scenario setup complete", "[2026-10-30T07:46:44.450Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:46:44.451Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:46:44.477Z] [poll] initial digests hard=035f9f7a463e9e8d soft=7b4c66cd8728168b", "[2026-10-30T07:46:44.523Z] [poll] hard-progress: 035f9f7a463e9e8d → 1d035ad8320644c0 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:47:04.714Z] [poll] hard-progress: 1d035ad8320644c0 → 64ebc235b1920f60 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=34,stream=594) sniff=0/0B)", "[2026-10-30T07:47:14.766Z] [poll] terminal: success=true reason=all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "[2026-10-30T07:47:15.176Z] [capture] dumped 1 session(s)", "[2026-10-30T07:47:15.178Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:47:15.205Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:47:18.374Z] [trial] daemon shut down", "[2026-10-30T07:47:18.375Z] [trial] PASS duration=35804ms reason=all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-46-42-571Z-piho/result.json", "sha256": "cead15a895e09f0af120bfbb746f9c4791bd978d49d69f31269002355a02ebda" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-46-42-571Z-piho/facts.json", "sha256": "0183ca50b616399151c1662fcceb424aa7759db04e94499df8b0bf8c9a44c75c" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/conflict-synthesis/conflict-synthesis-gemma4-12b-q4-2026-10-30T07-46-42-571Z-piho/metrics.json", "sha256": "8e75216fcdf660f60ad33f5d27666b6cf43a09c9aaf8b9d6049af7cdf57edebe" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "productivity", "scenarioId": "constrained-comms", "trialId": "constrained-comms-gemma4-12b-q4-2026-10-30T07-03-33-917Z-fd9b", "success": true, "nonModelFailure": false, "result": { "trialId": "constrained-comms-gemma4-12b-q4-2026-10-30T07-03-33-917Z-fd9b", "scenarioId": "constrained-comms", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T07:03:33.918Z", "finishedAt": "2026-10-30T07:04:03.687Z", "durationMs": 29769, "success": true, "reason": "notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/constrained-comms/constrained-comms-gemma4-12b-q4-2026-10-30T07-03-33-917Z-fd9b", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 6, "peakRssMb": 5580, "peakCpuPercent": 173.3, "firstAtMs": 0, "lastAtMs": 25346 }, "gpu": { "available": true, "sampleCount": 6, "peakUtilPercent": 92, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 6, "peakUsedMb": 30549, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15530, "totalOutputTokens": 510, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 5606, "todayTokensCached": 0, "todayTokensOut": 206, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 5606, "totalTokensCached": 0, "totalTokensOut": 206, "totalCost": 0, "medianOutputTokensPerSec": 69.3, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 69.3, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 5606, "outputTokens": 206, "cost": 0, "durationMs": 20041, "outputTokensPerSec": 69.34883138761937, "at": "2026-10-30T07:03:57.212Z" }, "lastUpdated": "2026-10-30T07:03:57.212Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:04:01.330Z" } }, "source": "engine-log" }, "derived": { "durationMs": 25905, "meanTokensPerSec": 80.96, "genTokensPerSec": 80.96, "genTokens": 510, "promptTokensPerSec": 1784.71, "peakRssMb": 5580, "peakGpuUtilPercent": 92, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 5606, "output": 206 } } } }, "facts": { "trialId": "constrained-comms-gemma4-12b-q4-2026-10-30T07-03-33-917Z-fd9b", "scenarioId": "constrained-comms", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/constrained-comms/constrained-comms-gemma4-12b-q4-2026-10-30T07-03-33-917Z-fd9b", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 6, "peakRssMb": 5580, "peakCpuPercent": 173.3, "firstAtMs": 0, "lastAtMs": 25346 }, "gpu": { "available": true, "sampleCount": 6, "peakUtilPercent": 92, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 6, "peakUsedMb": 30549, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15530, "totalOutputTokens": 510, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 5606, "todayTokensCached": 0, "todayTokensOut": 206, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 5606, "totalTokensCached": 0, "totalTokensOut": 206, "totalCost": 0, "medianOutputTokensPerSec": 69.3, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 69.3, "turns": 1 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 5606, "outputTokens": 206, "cost": 0, "durationMs": 20041, "outputTokensPerSec": 69.34883138761937, "at": "2026-10-30T07:03:57.212Z" }, "lastUpdated": "2026-10-30T07:03:57.212Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:04:01.330Z" } }, "source": "engine-log" }, "derived": { "durationMs": 25905, "meanTokensPerSec": 80.96, "genTokensPerSec": 80.96, "genTokens": 510, "promptTokensPerSec": 1784.71, "peakRssMb": 5580, "peakGpuUtilPercent": 92, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 5606, "output": 206 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T07:03:35.411Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T07:03:35.354Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "wren": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 2, "maxContextFill": 0.04383087158203125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.04383087158203125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)", "durationMs": 29769, "timeoutMs": 1200000, "budgetUsedFraction": 0.0248075 }, "timing": { "startedAt": "2026-10-30T07:03:33.918Z", "finishedAt": "2026-10-30T07:04:03.687Z", "timeToFirstArtifactMs": 23289, "timeToLastArtifactWriteMs": 23295, "timeToFirstTokenMs": 13239, "firstTurnTtftMs": 9986, "timeToFirstToolCallMs": 16567 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Copywriter" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 27052, "filePath": "constrained-comms", "bytes": 918, "score": 9, "scoreMax": null, "signals": [ "word-band", "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": null } ], "latest": { "filePath": "constrained-comms", "bytes": 918, "score": 9, "scoreMax": null, "signals": [ "word-band", "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:03:33.918Z] [trial] id=constrained-comms-gemma4-12b-q4-2026-10-30T07-03-33-917Z-fd9b scenario=constrained-comms model=gemma4-12b-q4", "[2026-10-30T07:03:33.918Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/constrained-comms/constrained-comms-gemma4-12b-q4-2026-10-30T07-03-33-917Z-fd9b", "[2026-10-30T07:03:33.918Z] [trial] trialHome=/tmp/gezel-eval-constrained-comms-715tI1", "[2026-10-30T07:03:33.918Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:03:33.918Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:03:33.918Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:03:33.919Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:03:33.920Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-constrained-comms-715tI1", "[2026-10-30T07:03:35.388Z] [trial] daemon spawned pid=3873276 port=https://127.0.0.1:37513", "[2026-10-30T07:03:35.495Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:03:35.503Z] [trial] meester=nadia", "[2026-10-30T07:03:35.504Z] [trial] running scenario setup hook", "[2026-10-30T07:03:35.668Z] [trial] scenario setup complete", "[2026-10-30T07:03:35.669Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:03:35.670Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:03:35.700Z] [poll] initial digests hard=efaaf1a6fb26e5cf soft=6047891d05ae3e69", "[2026-10-30T07:03:35.756Z] [poll] hard-progress: efaaf1a6fb26e5cf → 501f6fe268ce5373 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:03:50.906Z] [poll] hard-progress: 501f6fe268ce5373 → 288f986b23630ac9 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=21,stream=334) sniff=0/0B)", "[2026-10-30T07:04:00.970Z] [poll] terminal: success=true reason=notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)", "[2026-10-30T07:04:01.351Z] [capture] dumped 1 session(s)", "[2026-10-30T07:04:01.353Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:04:01.378Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:04:03.686Z] [trial] daemon shut down", "[2026-10-30T07:04:03.687Z] [trial] PASS duration=29769ms reason=notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)" 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"[2026-10-30T07:04:35.587Z] [trial] daemon spawned pid=3875102 port=https://127.0.0.1:35941", "[2026-10-30T07:04:35.688Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:04:35.696Z] [trial] meester=thandiwe", "[2026-10-30T07:04:35.696Z] [trial] running scenario setup hook", "[2026-10-30T07:04:35.870Z] [trial] scenario setup complete", "[2026-10-30T07:04:35.871Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:04:35.871Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:04:35.906Z] [poll] initial digests hard=dfad8d90501bf81c soft=de6c2863cc8cfb08", "[2026-10-30T07:04:35.974Z] [poll] hard-progress: dfad8d90501bf81c → daa6b6fa9756a8d9 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:04:56.222Z] [poll] hard-progress: daa6b6fa9756a8d9 → fdb676c1f5d7d1bc after 20s 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"[2026-10-30T08:47:41.783Z] [trial] meester=sulien", "[2026-10-30T08:47:41.783Z] [trial] running scenario setup hook", "[2026-10-30T08:47:41.956Z] [trial] scenario setup complete", "[2026-10-30T08:47:41.956Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T08:47:41.956Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T08:47:41.972Z] [poll] initial digests hard=54f78ce8415e1206 soft=6823b21bf3c4b741", "[2026-10-30T08:47:42.009Z] [poll] hard-progress: 54f78ce8415e1206 → d61388a0a0014cee after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T08:47:47.046Z] [poll] hard-progress: d61388a0a0014cee → 11c47afb49727ea9 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T08:48:22.491Z] [poll] hard-progress: 11c47afb49727ea9 → bd459308e7f27f8b after 35s 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hard-progress: 8e7a9b05c1cdbe0e → 6d3c1ed180652585 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=9,slot=305,stream=7133) sniff=11/438B)", "[2026-10-30T08:50:29.631Z] [poll] hard-progress: 6d3c1ed180652585 → 97d5fadaa273bc37 after 31s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=12,slot=400,stream=10128) sniff=11/438B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-ab-test-readout", "scoreAxes": { "safety": 5, "mapping": 7, "signals": 8, "containment": 5 }, "meanScore": 6.3, "justification": "The readout references data/stats.json figures (+10.42% lift, p=0.0078, 0.23pp guardrail breach) and correctly applies the decision rule (guardrail override). However, there is no explicit dry-run posture or stop-before-side-effect boundary declared. The mock/real service boundary is never addressed. Mapping of workflow steps to computed figures is mostly complete but the CI bounds appear without derivation. Abort and inconclusive conditions are named but not exercised.", "durationMs": 5466 }, "tableReview": { "status": "excluded", "reason": "The declared rubric (safety, mapping, signals, containment) was written for a runbook, not an A/B analysis." }, "fixedScore": { "composite": 3.7, "compositeIgnoringProseFlag": 3.7, "band": "framework-gap", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 5, "why": "sniff 10/19" }, "efficiency": { "score": 0, "why": "budget=1.00 calls=273" }, "behavior": { "score": 8, "why": "autoAnswer=2 (interpolated)" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-ab-test-readout/craftbook-ab-test-readout-gemma4-12b-q4-2026-10-30T08-47-40-241Z-kf1n/result.json", "sha256": "7dccba3ab43ab3ac98af467633a808cef83b05749da959b4becb0f49bfbe16ec" }, "facts.json": { "path": 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"[2026-10-30T09:58:02.255Z] [trial] meester=dagny", "[2026-10-30T09:58:02.255Z] [trial] running scenario setup hook", "[2026-10-30T09:58:02.424Z] [trial] scenario setup complete", "[2026-10-30T09:58:02.424Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T09:58:02.424Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T09:58:02.444Z] [poll] initial digests hard=43270b12040f3b7b soft=aef5d21d59bb063a", "[2026-10-30T09:58:02.489Z] [poll] hard-progress: 43270b12040f3b7b → d62367535955b5f4 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T09:58:07.538Z] [poll] hard-progress: d62367535955b5f4 → 5e40ece88ca23bef after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T09:58:32.869Z] [poll] hard-progress: 5e40ece88ca23bef → a5eba7230ab91efb after 25s 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[trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T08:09:28.369Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T08:09:28.369Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T08:09:28.370Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T08:09:28.371Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-powerpoint-deck-1rit5r", "[2026-10-30T08:09:29.806Z] [trial] daemon spawned pid=3982159 port=https://127.0.0.1:45513", "[2026-10-30T08:09:29.904Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T08:09:29.908Z] [trial] meester=ambrose", "[2026-10-30T08:09:29.908Z] [trial] running scenario setup hook", "[2026-10-30T08:09:30.033Z] [trial] scenario setup complete", "[2026-10-30T08:09:30.033Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T08:09:30.033Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T08:09:30.051Z] [poll] initial digests hard=9e716dbc1636c863 soft=24ad14facfe34053", "[2026-10-30T08:09:30.106Z] [poll] hard-progress: 9e716dbc1636c863 → 14c6baa1e70599aa after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T08:09:35.191Z] [poll] hard-progress: 14c6baa1e70599aa → c526ddfac1fd9385 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T08:09:55.503Z] [poll] hard-progress: c526ddfac1fd9385 → 503e0df10b557581 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=37,stream=510) sniff=2/0B)", "[2026-10-30T08:10:00.591Z] [poll] hard-progress: 503e0df10b557581 → fdce90d55a1f5ece after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=49,stream=775) sniff=2/0B)", "[2026-10-30T08:10:10.800Z] [poll] hard-progress: fdce90d55a1f5ece → 710364d1167e98ec after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=69,stream=1590) sniff=4/1826B)", "[2026-10-30T08:10:26.076Z] [poll] hard-progress: 710364d1167e98ec → fa7aa9e8531c6d94 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=100,stream=2314) sniff=4/1826B)", "[2026-10-30T08:10:36.260Z] [poll] hard-progress: fa7aa9e8531c6d94 → 06ff0a2102b19f38 after 10s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=6,slot=121,stream=3217) sniff=6/1826B)", "[2026-10-30T08:10:51.496Z] [poll] hard-progress: 06ff0a2102b19f38 → bb594e6d97bca948 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=8,slot=153,stream=3940) sniff=6/1826B)", "[2026-10-30T08:10:56.574Z] [poll] hard-progress: bb594e6d97bca948 → 0c0714bae1263e7d after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=10,slot=168,stream=4541) sniff=12/1826B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-powerpoint-deck", "scoreAxes": { "source-acquisition": 7, "outline-parity": 6, "grounding": 8, "convertibility": 8 }, "meanScore": 7.3, "justification": "Source cited inline on every slide with consistent (source: source/brief.md)[1] notation—good signal the file was read. Outline parity can't be fully scored without the original outline.md, but 7 slides fit the 6-8 brief and titles map logically. All metrics (18 SKUs, 18h→6h, 14.2%→8.9%) trace to the brief with no invented figures. 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One H1 per slide with concise bullets is clean for DocBlocks conversion.", "durationMs": 17621 }, "craftbook": { "craftbookId": "powerpoint-deck", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 7, "activationEvents": 4, "completed": 4, "gateApprovals": 4, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "powerpoint-grounding-eval/1", "stepId": "research", "activatedAt": "2026-10-30T08:12:34.272Z", "completedAt": "2026-10-30T08:13:13.543Z", "ms": 39271, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "56dc835c-b481-4c04-a9bd-3e55759bc734" ] }, { "ref": "powerpoint-grounding-eval/1", "stepId": "outline", "activatedAt": "2026-10-30T08:13:13.545Z", "completedAt": "2026-10-30T08:13:35.588Z", "ms": 22043, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "a2ddb397-885b-46e3-bb17-82154a9a1ec2" ] }, { "ref": 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"completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 27966.5 }, "sessions": { "total": 5, "taskScoped": 5, "byGezel": { "aslan": 1, "bento": 1, "deniz": 1, "evie": 1, "hulda": 1 }, "perTask": { "powerpoint-grounding-eval/1": 5 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.7142857142857143, "maxMessages": 2, "maxContextFill": 0.083038330078125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.083038330078125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-powerpoint-deck passed 21 deterministic craftbook checks", "durationMs": 163498, "timeoutMs": 2100000, "budgetUsedFraction": 0.07785619047619048 }, "timing": { "startedAt": "2026-10-30T08:12:32.649Z", "finishedAt": "2026-10-30T08:15:16.147Z", "timeToFirstArtifactMs": 40791, "timeToLastArtifactWriteMs": 154360, "timeToFirstTokenMs": 18340, "firstTurnTtftMs": 10166, "timeToFirstToolCallMs": 24955 }, "team": { "totalGezelsCreated": 10, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Researcher", "Planner", "Copywriter", "Reviewer", "Designer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 26, "byTool": { "read_file": 4, "search": 1, "write_artifact": 3, "read_artifact": 6, "write_file": 1, "write_task_note": 1, "advance_task_step": 2, "list_roots": 1, "convert_document": 1, "inspect_document": 1, "preview_document": 1, "save_artifact": 3, "copy_artifact_to_workspace": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [ { "path": "artifacts/powerpoint-grounding-eval/sessions/2026-10-30_081434_new-session/tool-0-img-0.png", "bytes": 90525 }, { "path": "artifacts/powerpoint-grounding-eval/sessions/2026-10-30_081434_new-session/tool-0-img-1.png", "bytes": 108219 }, { "path": "artifacts/powerpoint-grounding-eval/sessions/2026-10-30_081434_new-session/tool-0-img-2.png", "bytes": 106700 }, { "path": "artifacts/powerpoint-grounding-eval/sessions/2026-10-30_081434_new-session/tool-0-img-3.png", "bytes": 104998 }, { "path": "artifacts/powerpoint-grounding-eval/sessions/2026-10-30_081434_new-session/tool-0-img-4.png", "bytes": 168590 }, { "path": "artifacts/powerpoint-grounding-eval/sessions/2026-10-30_081434_new-session/tool-0-img-5.png", "bytes": 65241 } ], "otherFileCount": 9 }, "sniff": { "progression": [ { "atMs": 1817, "filePath": "craftbook-powerpoint-deck", "bytes": 0, "score": 1, "scoreMax": 21, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/brief.md" }, { "atMs": 27242, "filePath": "craftbook-powerpoint-deck", "bytes": 0, "score": 2, "scoreMax": 21, "signals": [], "failReason": "task sourced from craftbook powerpoint-deck has not reached a terminal step" }, { "atMs": 42689, "filePath": "craftbook-powerpoint-deck", "bytes": 1739, "score": 4, "scoreMax": 21, "signals": [], "failReason": "task sourced from craftbook powerpoint-deck has not reached a terminal step" }, { "atMs": 63085, "filePath": "craftbook-powerpoint-deck", "bytes": 1739, "score": 6, "scoreMax": 21, "signals": [], "failReason": "task sourced from craftbook powerpoint-deck has not reached a terminal step" }, { "atMs": 88572, "filePath": "craftbook-powerpoint-deck", "bytes": 1739, "score": 12, "scoreMax": 21, "signals": [], "failReason": "task sourced from craftbook powerpoint-deck has not reached a terminal step" }, { "atMs": 119189, "filePath": "craftbook-powerpoint-deck", "bytes": 1739, "score": 13, "scoreMax": 21, "signals": [], "failReason": "deliverables/d-day.pptx is 0 bytes, need ≥ 1000" }, { "atMs": 144762, "filePath": "craftbook-powerpoint-deck", "bytes": 1739, "score": 15, "scoreMax": 21, "signals": [], "failReason": "deliverables/d-day.pptx is 0 bytes, need ≥ 1000" }, { "atMs": 149889, "filePath": "craftbook-powerpoint-deck", "bytes": 1739, "score": 16, "scoreMax": 21, "signals": [], "failReason": "deliverables/d-day.pptx is 0 bytes, need ≥ 1000" }, { "atMs": 155025, "filePath": "craftbook-powerpoint-deck", "bytes": 1739, "score": 21, "scoreMax": 21, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-powerpoint-deck", "bytes": 1739, "score": 21, "scoreMax": 21, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T08:12:32.649Z] [trial] id=craftbook-powerpoint-deck-gemma4-12b-q4-2026-10-30T08-12-32-649Z-s9tf scenario=craftbook-powerpoint-deck model=gemma4-12b-q4", "[2026-10-30T08:12:32.649Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-powerpoint-deck/craftbook-powerpoint-deck-gemma4-12b-q4-2026-10-30T08-12-32-649Z-s9tf", "[2026-10-30T08:12:32.649Z] [trial] trialHome=/tmp/gezel-eval-craftbook-powerpoint-deck-tOgcx4", "[2026-10-30T08:12:32.649Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T08:12:32.649Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T08:12:32.649Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T08:12:32.650Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T08:12:32.650Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-powerpoint-deck-tOgcx4", "[2026-10-30T08:12:34.087Z] [trial] daemon spawned pid=3985230 port=https://127.0.0.1:33625", "[2026-10-30T08:12:34.184Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T08:12:34.190Z] [trial] meester=priya", "[2026-10-30T08:12:34.190Z] [trial] running scenario setup hook", "[2026-10-30T08:12:34.387Z] [trial] scenario setup complete", "[2026-10-30T08:12:34.387Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T08:12:34.387Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T08:12:34.406Z] [poll] initial digests hard=f2383db6e28bf943 soft=9b4623d90134dd6d", "[2026-10-30T08:12:34.495Z] [poll] hard-progress: f2383db6e28bf943 → 7befe4fd67f1d8ca after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T08:12:39.583Z] [poll] hard-progress: 7befe4fd67f1d8ca → 4365c2c7eac03e66 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-30T08:12:59.922Z] [poll] hard-progress: 4365c2c7eac03e66 → 315d0df7ced34192 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=37,stream=561) sniff=2/0B)", "[2026-10-30T08:13:05.183Z] [poll] hard-progress: 315d0df7ced34192 → 5159c5d30eceffdc after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=53,stream=851) sniff=2/0B)", "[2026-10-30T08:13:15.372Z] [poll] hard-progress: 5159c5d30eceffdc → e7a055403929b66e after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=76,stream=1783) sniff=4/1739B)", "[2026-10-30T08:13:25.605Z] [poll] hard-progress: e7a055403929b66e → 8ea81a8cc8ffdf5f after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=94,stream=2085) sniff=4/1739B)", "[2026-10-30T08:13:30.693Z] [poll] hard-progress: 8ea81a8cc8ffdf5f → 24618f7cb3757c03 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=108,stream=2604) sniff=4/1739B)", "[2026-10-30T08:13:35.761Z] [poll] hard-progress: 24618f7cb3757c03 → 9a7be0d09d3ac639 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=6,slot=123,stream=3245) sniff=6/1739B)", "[2026-10-30T08:13:40.867Z] [poll] hard-progress: 9a7be0d09d3ac639 → 94e3590331e561f3 after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=6,slot=123,stream=3245) sniff=6/1739B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-powerpoint-deck", "scoreAxes": { "source-acquisition": 8, "outline-parity": 6, "grounding": 8, "convertibility": 9 }, "meanScore": 7.8, "justification": "Source is cited inline [1] on every metric and action—good acquisition signal. Outline parity can't be fully verified without outline.md, but 6 H1 slides fall within the 6-8 range and close with next actions as required. All figures (18 SKUs, 18h→6h, 14.2%→8.9%) are attributed to source/brief.md with no invented data. One H1 per slide with concise bullets is clean for DocBlocks conversion.", "durationMs": 17621 }, "tableReview": { "status": "judged", "rubricId": "craftbook-powerpoint-deck" }, "fixedScore": { "composite": 9, "compositeIgnoringProseFlag": 9, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 21/21 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.08 calls=26" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-powerpoint-deck/craftbook-powerpoint-deck-gemma4-12b-q4-2026-10-30T08-12-32-649Z-s9tf/result.json", "sha256": "45b48a369e2e0264755cc241ddfbbda1af82927d59692800d16583b1245301b9" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-powerpoint-deck/craftbook-powerpoint-deck-gemma4-12b-q4-2026-10-30T08-12-32-649Z-s9tf/facts.json", "sha256": "e96ec1b6780ce7706d1e1cd92d3c96abd8173d1fd601c226a99d90d349ec0f55" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-powerpoint-deck/craftbook-powerpoint-deck-gemma4-12b-q4-2026-10-30T08-12-32-649Z-s9tf/metrics.json", "sha256": "1df236cde99332dcd480c3e680399d556a7326227f8f93012407350c5106d6df" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-powerpoint-deck/craftbook-powerpoint-deck-gemma4-12b-q4-2026-10-30T08-12-32-649Z-s9tf/llm-judge.json", "sha256": "10e092940c585d97ec7dabc42833c8c88dd252652cd877ca84b953cc93392f5b" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "productivity", "scenarioId": "craftbook-research-to-document", "trialId": "craftbook-research-to-document-gemma4-12b-q4-2026-10-30T10-18-04-075Z-ta2f", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-research-to-document-gemma4-12b-q4-2026-10-30T10-18-04-075Z-ta2f", "scenarioId": "craftbook-research-to-document", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T10:18:04.075Z", "finishedAt": "2026-10-30T10:24:35.893Z", "durationMs": 391818, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on workspace output; missing signals stayed unchanged: tasks/eval/report.docx is not a real ZIP container (it is text starting \"{ \"id\": \"fdf6f8d7-660d-4ed0-9bb9-a097f\"). Produce it through the DocBlocks conversion route rather than writing text to the binary path., history tool.called matched 0/1 (name=\"save_artifact\", success=true). Last failure: tasks/eval/report.docx is not a real ZIP container (it is text starting \"{ \"id\": \"fdf6f8d7-660d-4ed0-9bb9-a097f\"). Produce it through the DocBlocks conversion route rather than writing text to the binary path.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-research-to-document/craftbook-research-to-document-gemma4-12b-q4-2026-10-30T10-18-04-075Z-ta2f", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" }, "finalSniff": { "key": "craftbook-research-to-document", "score": 12, "bytes": 1829, "failReason": "tasks/eval/report.docx is not a real ZIP container (it is text starting \"{ \"id\": \"fdf6f8d7-660d-4ed0-9bb9-a097f\"). 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Structure is complete: title, executive summary, metrics table, findings, next actions, sources. 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"timeToFirstArtifactMs": 45725, "timeToLastArtifactWriteMs": 354382, "timeToFirstTokenMs": 19666, "firstTurnTtftMs": 11397, "timeToFirstToolCallMs": 24824 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner", "Copywriter", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 39, "byTool": { "list_dir": 4, "read_file": 7, "write_task_note": 3, "write_artifact": 4, "read_artifact": 7, "list_artifacts": 2, "read_task_notes": 1, "advance_task_step": 1, "stat": 1, "copy_artifact_to_workspace": 1, "list_tasks": 2, "set_task_status": 2, "replace_in_file": 2, "run_installed_script": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 9 }, "sniff": { "progression": [ { "atMs": 1997, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: followups.json" }, { "atMs": 42404, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "task sourced from craftbook week-plan has not reached a terminal step" }, { "atMs": 169437, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is 0 bytes, need ≥ 1200" }, { "atMs": 311228, "filePath": "craftbook-week-plan", "bytes": 1884, "score": 8, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is missing required content: the agenda-less vendor sync from the live calendar is in the plan — nothing in its 1884 bytes matches /Vendor sync/. Add that content." }, { "atMs": 341809, "filePath": "craftbook-week-plan", "bytes": 1888, "score": 9, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is missing required content: the overlapping 1:1 is seen, not skipped — nothing in its 1888 bytes matches /Priya/. Add that content." }, { "atMs": 357105, "filePath": "craftbook-week-plan", "bytes": 1895, "score": 10, "scoreMax": 12, "signals": [], "failReason": "mock calendar: 0/1 authorized request(s) seen; writing about it does not count — actually call the service (run the probe script listed in mocks/services.md via run_installed_script, or use http.authed), then update the report from the response" }, { "atMs": 367389, "filePath": "craftbook-week-plan", "bytes": 1895, "score": 12, "scoreMax": 12, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-week-plan", "bytes": 1895, "score": 12, "scoreMax": 12, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T08:27:17.492Z] [trial] id=craftbook-week-plan-gemma4-12b-q4-2026-10-30T08-27-17-490Z-44kb scenario=craftbook-week-plan model=gemma4-12b-q4", "[2026-10-30T08:27:17.492Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-week-plan/craftbook-week-plan-gemma4-12b-q4-2026-10-30T08-27-17-490Z-44kb", "[2026-10-30T08:27:17.492Z] [trial] trialHome=/tmp/gezel-eval-craftbook-week-plan-oygRk3", "[2026-10-30T08:27:17.492Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T08:27:17.492Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T08:27:17.492Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T08:27:17.493Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T08:27:17.495Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-week-plan-oygRk3", "[2026-10-30T08:27:19.124Z] [trial] daemon spawned pid=3998867 port=https://127.0.0.1:42855", "[2026-10-30T08:27:19.222Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T08:27:19.229Z] [trial] meester=kenji", "[2026-10-30T08:27:19.229Z] [trial] running scenario setup hook", "[2026-10-30T08:27:19.468Z] [trial] scenario setup complete", "[2026-10-30T08:27:19.468Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T08:27:19.468Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T08:27:19.478Z] [poll] initial digests hard=089d41271813d440 soft=ce3aeff4b975b459", "[2026-10-30T08:27:19.510Z] [poll] hard-progress: 089d41271813d440 → c9555dcf39fe08f8 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T08:27:24.548Z] [poll] hard-progress: c9555dcf39fe08f8 → c251aaf43ff0463d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T08:27:44.755Z] [poll] hard-progress: c251aaf43ff0463d → dbe501fd58b238f0 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=33,stream=446) sniff=0/0B)", "[2026-10-30T08:27:49.812Z] [poll] hard-progress: dbe501fd58b238f0 → 6d500d59a0d9c91c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=49,stream=753) sniff=0/0B)", "[2026-10-30T08:27:59.928Z] [poll] hard-progress: 6d500d59a0d9c91c → 1a8998a4afc759c4 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=79,stream=1525) sniff=0/0B)", "[2026-10-30T08:28:05.070Z] [poll] hard-progress: 1a8998a4afc759c4 → 81ffb3987a5528f0 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=90,stream=2068) sniff=0/0B)", "[2026-10-30T08:28:30.369Z] [poll] hard-progress: 81ffb3987a5528f0 → b683d9c946814089 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=149,stream=3270) sniff=0/0B)", "[2026-10-30T08:28:50.704Z] [poll] hard-progress: b683d9c946814089 → 29950f0c7d959a8f after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=8,slot=177,stream=4230) sniff=0/0B)", "[2026-10-30T08:29:06.002Z] [poll] hard-progress: 29950f0c7d959a8f → e33b605ce35f75c4 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=9,slot=216,stream=4964) sniff=0/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-week-plan", "scoreAxes": { "coverage": 4, "prioritization": 6, "conflict-handling": 6, "realism": 3 }, "meanScore": 4.8, "justification": "Only 6 of 8 required events surface; generic 'Event 2-5' labels suggest the calendar pull was incomplete or fabricated. The conflict fix (move Event 2 to Wednesday) is one-decision actionable, but references anonymous events. Critical realism failure: follow-up due dates are July 2026 against an October 2026 plan week—scheduling months-overdue items as upcoming tasks is dishonest about the actual backlog.", "durationMs": 20269 }, "tableReview": { "status": "judged", "rubricId": "craftbook-week-plan" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 12/12 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.14 calls=39 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-week-plan/craftbook-week-plan-gemma4-12b-q4-2026-10-30T08-27-17-490Z-44kb/result.json", "sha256": "08738a09f40c3c0962fcef085f993675d032db44a925d2d1c40e61d014610ea8" }, "facts.json": { "path": 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"sampleCount": 98, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 98, "peakUsedMb": 44401, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 172614, "totalOutputTokens": 22137, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 16, "todayTokensIn": 185850, "todayTokensCached": 144552, "todayTokensOut": 5349, "todayCost": 0, "totalTurns": 16, "totalTokensIn": 185850, "totalTokensCached": 144552, "totalTokensOut": 5349, "totalCost": 0, "medianOutputTokensPerSec": 84.7, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 84.7, "turns": 16 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 10570, "cachedInputTokens": 9845, "outputTokens": 199, "cost": 0, "durationMs": 9713, "outputTokensPerSec": 99.66511514592634, "at": "2026-10-30T08:41:47.389Z" }, "lastUpdated": "2026-10-30T08:41:47.389Z" }, "anthropic-cli": { 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124546 }, "usage": { "available": true, "totalInputTokens": 172614, "totalOutputTokens": 22137, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 16, "todayTokensIn": 185850, "todayTokensCached": 144552, "todayTokensOut": 5349, "todayCost": 0, "totalTurns": 16, "totalTokensIn": 185850, "totalTokensCached": 144552, "totalTokensOut": 5349, "totalCost": 0, "medianOutputTokensPerSec": 84.7, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 84.7, "turns": 16 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 10570, "cachedInputTokens": 9845, "outputTokens": 199, "cost": 0, "durationMs": 9713, "outputTokensPerSec": 99.66511514592634, "at": "2026-10-30T08:41:47.389Z" }, "lastUpdated": "2026-10-30T08:41:47.389Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 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Heavy-day labels on Mon/Fri are warranted, but Tuesday's impossible schedule makes the load picture dishonest.", "durationMs": 32963 }, "craftbook": { "craftbookId": "week-plan", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 7, "activationEvents": 9, "completed": 5, "gateApprovals": 6, "gateRejections": 3, "redrives": 0, "perStep": [ { "ref": "calendar-desk-week-plan-eval/1", "stepId": "scope", "activatedAt": "2026-10-30T08:33:34.510Z", "completedAt": "2026-10-30T08:34:17.461Z", "ms": 42951, "gateRejections": 0, "toolCalls": 8, "sessionIds": [ "9789794a-d5ee-44fe-b3bc-3ee3df34dc10" ] }, { "ref": "calendar-desk-week-plan-eval/1", "stepId": "plan", "activatedAt": "2026-10-30T08:34:17.462Z", "completedAt": "2026-10-30T08:35:01.014Z", "ms": 43552, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ 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"childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "knowledge://bendyline/handboek/craftbook/week-plan", "knowledge://bendyline/handboek/craftbook/weekly-menu-plan", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/plan", "knowledge://bendyline/handboek/craftbook/onboarding-checklist" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-week-plan passed 12 deterministic craftbook checks", "durationMs": 502616, "timeoutMs": 2700000, "budgetUsedFraction": 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"craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: followups.json" }, { "atMs": 32113, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "task sourced from craftbook week-plan has not reached a terminal step" }, { "atMs": 357507, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is 0 bytes, need ≥ 1200" }, { "atMs": 398232, "filePath": "craftbook-week-plan", "bytes": 1767, "score": 7, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is missing required content: the agenda-less vendor sync from the live calendar is in the plan — nothing in its 1767 bytes matches /Vendor sync/. Add that content." }, { "atMs": 444044, "filePath": "craftbook-week-plan", "bytes": 1827, "score": 8, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is missing required content: the agenda-less client demo from the live calendar is in the plan — nothing in its 1827 bytes matches /Harborview/. Add that content." }, { "atMs": 464456, "filePath": "craftbook-week-plan", "bytes": 1897, "score": 9, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is missing required content: the overlapping 1:1 is seen, not skipped — nothing in its 1897 bytes matches /Priya/. Add that content." }, { "atMs": 484854, "filePath": "craftbook-week-plan", "bytes": 1983, "score": 10, "scoreMax": 12, "signals": [], "failReason": "mock calendar: 0/1 authorized request(s) seen; writing about it does not count — actually call the service (run the probe script listed in mocks/services.md via run_installed_script, or use http.authed), then update the report from the response" }, { "atMs": 495057, "filePath": "craftbook-week-plan", "bytes": 2005, "score": 12, "scoreMax": 12, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-week-plan", "bytes": 2005, "score": 12, "scoreMax": 12, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T08:33:32.752Z] [trial] id=craftbook-week-plan-gemma4-12b-q4-2026-10-30T08-33-32-751Z-nbgo scenario=craftbook-week-plan model=gemma4-12b-q4", "[2026-10-30T08:33:32.752Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-week-plan/craftbook-week-plan-gemma4-12b-q4-2026-10-30T08-33-32-751Z-nbgo", "[2026-10-30T08:33:32.752Z] [trial] trialHome=/tmp/gezel-eval-craftbook-week-plan-riMXYs", "[2026-10-30T08:33:32.752Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T08:33:32.752Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T08:33:32.752Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T08:33:32.753Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T08:33:32.754Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-craftbook-week-plan-riMXYs", "[2026-10-30T08:33:34.234Z] [trial] daemon spawned pid=4051536 port=https://127.0.0.1:37343", "[2026-10-30T08:33:34.324Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T08:33:34.329Z] [trial] meester=thandiwe", "[2026-10-30T08:33:34.329Z] [trial] running scenario setup hook", "[2026-10-30T08:33:34.530Z] [trial] scenario setup complete", "[2026-10-30T08:33:34.531Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T08:33:34.531Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T08:33:34.540Z] [poll] initial digests hard=fce9408ba22c6fd9 soft=eb5a8d31eebe4d0c", "[2026-10-30T08:33:34.577Z] [poll] hard-progress: fce9408ba22c6fd9 → 7f0aebcc691fe87b after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T08:33:39.625Z] [poll] hard-progress: 7f0aebcc691fe87b → 7381a45e6742c5fc after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T08:33:59.847Z] [poll] hard-progress: 7381a45e6742c5fc → dbe2f21ade5b2ad4 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=31,stream=408) sniff=0/0B)", "[2026-10-30T08:34:04.886Z] [poll] hard-progress: dbe2f21ade5b2ad4 → 2713c186d727bd6c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=47,stream=742) sniff=0/0B)", "[2026-10-30T08:34:09.939Z] [poll] hard-progress: 2713c186d727bd6c → 31e84b71e2244dd8 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=61,stream=966) sniff=0/0B)", "[2026-10-30T08:34:20.119Z] [poll] hard-progress: 31e84b71e2244dd8 → 559628432cac17ae after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=85,stream=1996) sniff=0/0B)", "[2026-10-30T08:34:45.440Z] [poll] hard-progress: 559628432cac17ae → fc37b78938b3442f after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=131,stream=2786) sniff=0/0B)", "[2026-10-30T08:35:05.725Z] [poll] hard-progress: fc37b78938b3442f → 4d31591872d0fa8f after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=10,slot=164,stream=3898) sniff=0/0B)", "[2026-10-30T08:35:20.991Z] [poll] hard-progress: 4d31591872d0fa8f → 1785db8979ff80ee after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=12,slot=203,stream=4623) sniff=0/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-week-plan", "scoreAxes": { "coverage": 5, "prioritization": 6, "conflict-handling": 7, "realism": 4 }, "meanScore": 5.5, "justification": "Artifact lists ~11 calendar events vs the stated 8, risking fabrication. Tuesday's 10:30–4 PM focus block is internally contradictory — it spans the 12 PM vendor sync and 1 PM client demo without resolving them. The 9 AM conflict fix is concrete and actionable. Heavy-day labels on Mon/Fri are warranted, but Tuesday's impossible schedule makes the load picture dishonest.", "durationMs": 32963 }, "tableReview": { "status": "judged", "rubricId": "craftbook-week-plan" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 12/12 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.19 calls=62 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/craftbook-week-plan/craftbook-week-plan-gemma4-12b-q4-2026-10-30T08-33-32-751Z-nbgo/result.json", "sha256": "7ad60725cf01b0c533df1c1669f3491f3b95e7a3243f0756237a37e36b7f8339" }, "facts.json": { "path": 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"sampleCount": 66, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 66, "peakUsedMb": 44691, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 124033, "totalOutputTokens": 10984, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 11, "todayTokensIn": 130937, "todayTokensCached": 103567, "todayTokensOut": 3431, "todayCost": 0, "totalTurns": 11, "totalTokensIn": 130937, "totalTokensCached": 103567, "totalTokensOut": 3431, "totalCost": 0, "medianOutputTokensPerSec": 83.1, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 83.1, "turns": 11 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7164, "cachedInputTokens": 6895, "outputTokens": 203, "cost": 0, "durationMs": 7593, "outputTokensPerSec": 87.894415310685, "at": "2026-10-30T08:47:20.337Z" }, "lastUpdated": "2026-10-30T08:47:20.337Z" }, "anthropic-cli": { "quotaBuckets": 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"todayTurns": 11, "todayTokensIn": 130937, "todayTokensCached": 103567, "todayTokensOut": 3431, "todayCost": 0, "totalTurns": 11, "totalTokensIn": 130937, "totalTokensCached": 103567, "totalTokensOut": 3431, "totalCost": 0, "medianOutputTokensPerSec": 83.1, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 83.1, "turns": 11 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7164, "cachedInputTokens": 6895, "outputTokens": 203, "cost": 0, "durationMs": 7593, "outputTokensPerSec": 87.894415310685, "at": "2026-10-30T08:47:20.337Z" }, "lastUpdated": "2026-10-30T08:47:20.337Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T08:47:28.472Z" } }, "source": "engine-log" }, "derived": { "durationMs": 330827, "meanTokensPerSec": 75.45, "genTokensPerSec": 75.45, "genTokens": 10984, "promptTokensPerSec": 1567.59, "peakRssMb": 20066, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 130937, "output": 3431 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-week-plan", "scoreAxes": { "coverage": 5, "prioritization": 6, "conflict-handling": 6, "realism": 5 }, "meanScore": 5.5, "justification": "All 8 events appear but Monday and Tuesday each list events twice (exact duplicates), suggesting a rendering bug. The Tuesday conflict is named and a concrete fix offered. Focus blocks land on lighter days. However, the Wednesday deep-work block has no calendar events shown, raising doubts about whether Wednesday data was actually pulled. 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call it — describing the step does not count; also: cite both colors exactly: #2E5E4E primary and #F4F1EA background" }, { "atMs": 462195, "filePath": "docblocks-theme", "bytes": 369, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" }, { "atMs": 487546, "filePath": "docblocks-theme", "bytes": 440, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" }, { "atMs": 512916, "filePath": "docblocks-theme", "bytes": 440, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" }, { "atMs": 528148, "filePath": "docblocks-theme", "bytes": 440, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" } ], "latest": { "filePath": "docblocks-theme", "bytes": 440, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:47:21.962Z] [trial] id=docblocks-theme-roundtrip-gemma4-12b-q4-2026-10-30T07-47-21-961Z-31en scenario=docblocks-theme-roundtrip model=gemma4-12b-q4", "[2026-10-30T07:47:21.962Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-gemma4-12b-q4-2026-10-30T07-47-21-961Z-31en", "[2026-10-30T07:47:21.962Z] [trial] trialHome=/tmp/gezel-eval-docblocks-theme-roundtrip-uC9On3", "[2026-10-30T07:47:21.962Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:47:21.962Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:47:21.963Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:47:21.963Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:47:21.965Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-docblocks-theme-roundtrip-uC9On3", "[2026-10-30T07:47:23.496Z] [trial] daemon spawned pid=3962259 port=https://127.0.0.1:42915", "[2026-10-30T07:47:23.590Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:47:23.596Z] [trial] meester=dagny", "[2026-10-30T07:47:23.596Z] [trial] running scenario setup hook", "[2026-10-30T07:47:23.777Z] [trial] scenario setup complete", "[2026-10-30T07:47:23.778Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:47:23.778Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:47:23.804Z] [poll] initial digests hard=14e1b158a9e400fe soft=d219dfddd2584307", "[2026-10-30T07:47:23.856Z] [poll] hard-progress: 14e1b158a9e400fe → 6552084e3aeb21ae after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:49:04.970Z] [poll] hard-progress: 6552084e3aeb21ae → c8256dd2bcc1db4f after 101s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=1,slot=115,stream=2475) sniff=0/0B)", "[2026-10-30T07:49:10.058Z] [poll] hard-progress: c8256dd2bcc1db4f → b5edbadf07997cec after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=1,slot=117,stream=2512) sniff=2/255B)", "[2026-10-30T07:49:40.527Z] [poll] hard-progress: b5edbadf07997cec → deeb259777a11f2b after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=2,slot=184,stream=3880) sniff=2/255B)", "[2026-10-30T07:49:45.586Z] [poll] hard-progress: deeb259777a11f2b → d8cddfb33e638851 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=4,slot=196,stream=4067) sniff=2/255B)", "[2026-10-30T07:53:48.055Z] [poll] re-engage nudge: chat idle for 242s, sniff=2/255B; poking Copywriter wieke before soft-timeout fires", "[2026-10-30T07:54:08.413Z] [poll] hard-progress: d8cddfb33e638851 → 6eff30aebd2003c3 after 263s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=5,slot=251,stream=5323) sniff=4/431B)", "[2026-10-30T07:54:13.497Z] [poll] hard-progress: 6eff30aebd2003c3 → 421b500f8e8c8433 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=6,slot=260,stream=5571) sniff=4/431B)", "[2026-10-30T07:54:33.776Z] [poll] hard-progress: 421b500f8e8c8433 → f031f6bf718f61c9 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=7,slot=312,stream=6772) sniff=4/431B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "docblocks-theme-roundtrip", "scoreAxes": { "grounding": 7, "candor": 6, "usefulness": 3 }, "meanScore": 5.3, "justification": "The five fixture values are reproduced verbatim without invention. Candor is partial: the missing slide count and similarity score are acknowledged as unavailable rather than fabricated, which is honest, but the recommendation ignores those gaps entirely. 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"2026-10-30T08:01:21.159Z" }, "lastUpdated": "2026-10-30T08:01:21.159Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T08:01:22.945Z" } }, "source": "engine-log" }, "derived": { "durationMs": 305045, "meanTokensPerSec": 74.17, "genTokensPerSec": 74.17, "genTokens": 11466, "promptTokensPerSec": 1581.6, "peakRssMb": 12514, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 93108, "output": 4960 } } } }, "facts": { "trialId": "docblocks-theme-roundtrip-gemma4-12b-q4-2026-10-30T07-56-16-327Z-b5jm", "scenarioId": "docblocks-theme-roundtrip", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": 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call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:56:16.329Z] [trial] id=docblocks-theme-roundtrip-gemma4-12b-q4-2026-10-30T07-56-16-327Z-b5jm scenario=docblocks-theme-roundtrip model=gemma4-12b-q4", "[2026-10-30T07:56:16.329Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-gemma4-12b-q4-2026-10-30T07-56-16-327Z-b5jm", "[2026-10-30T07:56:16.329Z] [trial] trialHome=/tmp/gezel-eval-docblocks-theme-roundtrip-Mbln8E", "[2026-10-30T07:56:16.329Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:56:16.329Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:56:16.329Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:56:16.331Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:56:16.332Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-docblocks-theme-roundtrip-Mbln8E", "[2026-10-30T07:56:17.869Z] [trial] daemon spawned pid=3970014 port=https://127.0.0.1:39169", "[2026-10-30T07:56:17.970Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:56:17.978Z] [trial] meester=rafael", "[2026-10-30T07:56:17.978Z] [trial] running scenario setup hook", "[2026-10-30T07:56:18.204Z] [trial] scenario setup complete", "[2026-10-30T07:56:18.204Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:56:18.204Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:56:18.228Z] [poll] initial digests hard=00f49c06804e9c0f soft=f2549c7620b6e020", "[2026-10-30T07:56:18.273Z] [poll] hard-progress: 00f49c06804e9c0f → ae82c169b5ace391 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:58:04.533Z] [poll] hard-progress: ae82c169b5ace391 → 1527b91cbc6f2371 after 106s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=1,slot=149,stream=3204) sniff=3/360B)", "[2026-10-30T07:58:29.877Z] [poll] hard-progress: 1527b91cbc6f2371 → 289e3d364e2abd99 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=3,slot=210,stream=4434) sniff=3/360B)", "[2026-10-30T07:58:34.971Z] [poll] hard-progress: 289e3d364e2abd99 → 9e0ce0f2868a5dfc after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=4,slot=219,stream=4626) sniff=3/360B)", "[2026-10-30T07:58:40.037Z] [poll] hard-progress: 9e0ce0f2868a5dfc → e5b40779566d0995 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=5,slot=222,stream=4656) sniff=3/360B)", "[2026-10-30T07:58:45.148Z] [poll] hard-progress: e5b40779566d0995 → a048a63cfd8f1028 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=6,slot=232,stream=4859) sniff=3/360B)", "[2026-10-30T07:58:50.215Z] [poll] hard-progress: a048a63cfd8f1028 → 230bda3d8738dde4 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=6,slot=238,stream=4973) sniff=3/304B)", "[2026-10-30T07:59:10.537Z] [poll] hard-progress: 230bda3d8738dde4 → 226982f3ca0d1009 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=7,slot=289,stream=6151) sniff=4/324B)", "[2026-10-30T07:59:20.682Z] [poll] hard-progress: 226982f3ca0d1009 → 1afc48b398cce15f after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=8,slot=306,stream=6592) sniff=5/302B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "docblocks-theme-roundtrip", "scoreAxes": { "grounding": 4, "candor": 6, "usefulness": 2 }, "meanScore": 4, "justification": "Theme values match the fixture exactly, so grounding is partially satisfied. 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hard-progress: f306d0aff7279ab5 → 9e321b7eff926c4b after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=25,stream=469) sniff=0/0B)", "[2026-10-30T07:13:53.287Z] [poll] hard-progress: 9e321b7eff926c4b → 620fa303bad5790b after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=38,stream=1025) sniff=1/965B)", "[2026-10-30T07:15:29.246Z] [poll] hard-progress: 620fa303bad5790b → e6882ed7ab0c8c38 after 96s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=3,slot=59,stream=1634) sniff=12/1237B)", "[2026-10-30T07:16:04.729Z] [poll] terminal: success=true reason=meeting brief and action register pass all reconciliation gates (ordered-sections, launch-decision, migration-decision, annual-plan-open, rollback-owner-open, legal-risk, stale-proposals-rejected, csv-header, four-actions, action-row-a1, action-row-a2, action-row-a3, action-row-a4)", "[2026-10-30T07:16:05.245Z] [capture] dumped 1 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[capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:18:47.886Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:18:50.609Z] [trial] daemon shut down" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "meeting-followup", "scoreAxes": { "decisionClarity": 8, "grounding": 7, "actionability": 8, "brevity": 9 }, "meanScore": 8, "justification": "Decisions, actions, open questions, and risks are cleanly separated with no bleed-through. Owners and dates are specific and plausible. The dry-run dependency on the field map is explicitly captured. Minor gap: no machine-readable action register (JSON/CSV) as the brief called for, and no explicit confirmation that old-agenda items were excluded. Rollback communications risk lacks a date or escalation path.", "durationMs": 5704 }, "tableReview": { "status": "judged", "rubricId": "meeting-followup" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.09 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/meeting-followup/meeting-followup-gemma4-12b-q4-2026-10-30T07-16-08-848Z-ylfm/result.json", "sha256": "c545a95acfb4da0eb3a51d5419ac82713fba2be7fad75fdb3277845057ececc0" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/meeting-followup/meeting-followup-gemma4-12b-q4-2026-10-30T07-16-08-848Z-ylfm/facts.json", "sha256": 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cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:18:51.487Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:18:51.487Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:18:51.488Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:18:51.489Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-meeting-followup-HaU8fh", "[2026-10-30T07:18:52.925Z] [trial] daemon spawned pid=3888525 port=https://127.0.0.1:45569", "[2026-10-30T07:18:53.021Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:18:53.026Z] [trial] meester=wren", "[2026-10-30T07:18:53.026Z] [trial] running scenario setup hook", "[2026-10-30T07:18:53.173Z] [trial] scenario setup complete", "[2026-10-30T07:18:53.173Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:18:53.173Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:18:53.192Z] [poll] initial digests hard=4ba0c29799a47144 soft=a649e264b829460e", "[2026-10-30T07:18:53.238Z] [poll] hard-progress: 4ba0c29799a47144 → d238797264367610 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:19:13.455Z] [poll] hard-progress: d238797264367610 → 61cf46079bdfd548 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=29,stream=527) sniff=0/0B)", "[2026-10-30T07:19:18.497Z] [poll] hard-progress: 61cf46079bdfd548 → 836441cf096cb9ff after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=39,stream=1042) sniff=1/963B)", "[2026-10-30T07:20:54.485Z] [poll] hard-progress: 836441cf096cb9ff → e1f8bc937ea76d75 after 96s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=3,slot=60,stream=1656) sniff=12/1235B)", "[2026-10-30T07:21:14.795Z] [poll] hard-progress: e1f8bc937ea76d75 → 620593b520dacee5 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=5,slot=108,stream=2638) sniff=11/1217B)", "[2026-10-30T07:21:45.255Z] [poll] terminal: success=true reason=meeting brief and action register pass all reconciliation gates (ordered-sections, launch-decision, migration-decision, annual-plan-open, rollback-owner-open, legal-risk, stale-proposals-rejected, csv-header, four-actions, action-row-a1, action-row-a2, action-row-a3, action-row-a4)", "[2026-10-30T07:21:45.768Z] [capture] dumped 1 session(s)", "[2026-10-30T07:21:45.770Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:21:45.821Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "meeting-followup", "scoreAxes": { "decisionClarity": 8, "grounding": 7, "actionability": 9, "brevity": 9 }, "meanScore": 8.3, "justification": "Decisions, actions, questions, and risks are cleanly separated and scannable. 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"activatedAt": "2026-10-30T07:12:22.204Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T07:12:22.182Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "deepak": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 2, "maxContextFill": 0.02191162109375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02191162109375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "durationMs": 30621, "timeoutMs": 1500000, "budgetUsedFraction": 0.020414 }, "timing": { "startedAt": "2026-10-30T07:12:20.716Z", "finishedAt": "2026-10-30T07:12:51.337Z", "timeToFirstArtifactMs": 23735, "timeToLastArtifactWriteMs": 25236, "timeToFirstTokenMs": 11008, "firstTurnTtftMs": 7638, "timeToFirstToolCallMs": 14673 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 27078, "filePath": "plan-and-estimate", "bytes": 2123, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } ], "latest": { "filePath": "plan-and-estimate", "bytes": 2123, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:12:20.716Z] [trial] id=plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-20-715Z-sitj scenario=plan-and-estimate model=gemma4-12b-q4", "[2026-10-30T07:12:20.716Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-20-715Z-sitj", "[2026-10-30T07:12:20.716Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-7DFMow", "[2026-10-30T07:12:20.716Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:12:20.716Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:12:20.716Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:12:20.716Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:12:20.717Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-plan-and-estimate-7DFMow", "[2026-10-30T07:12:22.252Z] [trial] daemon spawned pid=3882515 port=https://127.0.0.1:43965", "[2026-10-30T07:12:22.354Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:12:22.361Z] [trial] running scenario setup hook", "[2026-10-30T07:12:22.361Z] [trial] meester=orion", "[2026-10-30T07:12:22.534Z] [trial] scenario setup complete", "[2026-10-30T07:12:22.534Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:12:22.534Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:12:22.565Z] [poll] initial digests hard=4a1254fc8bd83db4 soft=e8284862921c745e", "[2026-10-30T07:12:22.597Z] [poll] hard-progress: 4a1254fc8bd83db4 → c3b752891caf6be6 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:12:37.734Z] [poll] hard-progress: c3b752891caf6be6 → 88f93033dd4ab7a5 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=22,stream=533) sniff=0/0B)", "[2026-10-30T07:12:47.794Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-30T07:12:48.278Z] [capture] dumped 1 session(s)", "[2026-10-30T07:12:48.280Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:12:48.310Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:12:51.337Z] [trial] daemon shut down", "[2026-10-30T07:12:51.338Z] [trial] PASS duration=30621ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-20-715Z-sitj/result.json", "sha256": "15fcdcb9626fef0bc0b32931093d35ceaf23bc8f7f892afc3e0ef53894c6fe41" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-20-715Z-sitj/facts.json", "sha256": "c228325d43d3dca081cd837a8e270439585de4e8411aade8a37b041cafaa4a20" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-20-715Z-sitj/metrics.json", "sha256": "2c6afbdd0d69e7746859e6606c0f26ececb5f7890652a79274a644c43f0a1628" } } }, { "repetition": 3, "modelId": "gemma4-12b-q4", "suiteId": "productivity", "scenarioId": "plan-and-estimate", "trialId": "plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb", "success": true, "nonModelFailure": false, "result": { "trialId": "plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb", "scenarioId": "plan-and-estimate", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T07:12:51.943Z", "finishedAt": "2026-10-30T07:13:22.515Z", "durationMs": 30572, "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 6, "peakRssMb": 5126, "peakCpuPercent": 172.2, "firstAtMs": 0, "lastAtMs": 25360 }, "gpu": { "available": true, "sampleCount": 6, "peakUtilPercent": 89, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 6, "peakUsedMb": 29608, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5656, "totalOutputTokens": 952, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:13:19.441Z" } }, "source": "engine-log" }, "derived": { "durationMs": 25930, "meanTokensPerSec": 64.29, "genTokensPerSec": 64.29, "genTokens": 952, "promptTokensPerSec": 1572.99, "peakRssMb": 5126, "peakGpuUtilPercent": 89, "billing": null } }, "facts": { "trialId": "plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb", "scenarioId": "plan-and-estimate", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 6, "peakRssMb": 5126, "peakCpuPercent": 172.2, "firstAtMs": 0, "lastAtMs": 25360 }, "gpu": { "available": true, "sampleCount": 6, "peakUtilPercent": 89, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 6, "peakUsedMb": 29608, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5656, "totalOutputTokens": 952, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:13:19.441Z" } }, "source": "engine-log" }, "derived": { "durationMs": 25930, "meanTokensPerSec": 64.29, "genTokensPerSec": 64.29, "genTokens": 952, "promptTokensPerSec": 1572.99, "peakRssMb": 5126, "peakGpuUtilPercent": 89, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T07:12:53.425Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T07:12:53.406Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "deepak": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.021915435791015625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.021915435791015625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "durationMs": 30572, "timeoutMs": 1500000, "budgetUsedFraction": 0.020381333333333335 }, "timing": { "startedAt": "2026-10-30T07:12:51.943Z", "finishedAt": "2026-10-30T07:13:22.515Z", "timeToFirstArtifactMs": 26407, "timeToLastArtifactWriteMs": 26407, "timeToFirstTokenMs": 10971, "firstTurnTtftMs": 7582, "timeToFirstToolCallMs": 16282 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 27131, "filePath": "plan-and-estimate", "bytes": 2282, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } ], "latest": { "filePath": "plan-and-estimate", "bytes": 2282, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:12:51.943Z] [trial] id=plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb scenario=plan-and-estimate model=gemma4-12b-q4", "[2026-10-30T07:12:51.943Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-T2Y2Nm", "[2026-10-30T07:12:51.943Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb", "[2026-10-30T07:12:51.943Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:12:51.943Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:12:51.943Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:12:51.943Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:12:51.944Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-plan-and-estimate-T2Y2Nm", "[2026-10-30T07:12:53.479Z] [trial] daemon spawned pid=3883080 port=https://127.0.0.1:34079", "[2026-10-30T07:12:53.590Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:12:53.597Z] [trial] meester=aldric", "[2026-10-30T07:12:53.597Z] [trial] running scenario setup hook", "[2026-10-30T07:12:53.790Z] [trial] scenario setup complete", "[2026-10-30T07:12:53.791Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:12:53.791Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:12:53.819Z] [poll] initial digests hard=928c460190730c36 soft=92fee9dba5e536fc", "[2026-10-30T07:12:53.878Z] [poll] hard-progress: 928c460190730c36 → f8f8359c9d3b16da after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:13:09.005Z] [poll] hard-progress: f8f8359c9d3b16da → 7bc6691701038bb7 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=22,stream=428) sniff=0/0B)", "[2026-10-30T07:13:19.075Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-30T07:13:19.453Z] [capture] dumped 1 session(s)", "[2026-10-30T07:13:19.454Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:13:19.497Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:13:22.515Z] [trial] daemon shut down", "[2026-10-30T07:13:22.515Z] [trial] PASS duration=30572ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb/result.json", "sha256": "ebec1905df26aaaed691ac42427d42c293e5ce5fe5a5654463d884b5580a13ad" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb/facts.json", "sha256": "6e9513d952c55189a1ab016724f541c5968b330cd38d519f1eded67861f2508a" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/plan-and-estimate/plan-and-estimate-gemma4-12b-q4-2026-10-30T07-12-51-942Z-gyvb/metrics.json", "sha256": "a8c6e1d7fc817e4e99e1d120c7dec46e3ca1ddb66daa16ce6e7cf7aca1ae43f0" } } }, { "repetition": 1, "modelId": "gemma4-12b-q4", "suiteId": "productivity", "scenarioId": "records-intake", "trialId": "records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq", "success": true, "nonModelFailure": false, "result": { "trialId": "records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq", "scenarioId": "records-intake", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T07:05:07.290Z", "finishedAt": "2026-10-30T07:07:19.510Z", "durationMs": 132220, "success": true, "reason": "attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 26, "peakRssMb": 9042, "peakCpuPercent": 174.1, "firstAtMs": 0, "lastAtMs": 126727 }, "gpu": { "available": true, "sampleCount": 26, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 26, "peakUsedMb": 33583, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15385, "totalOutputTokens": 4779, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 15369, "todayTokensCached": 14771, "todayTokensOut": 240, "todayCost": 0, "totalTurns": 2, "totalTokensIn": 15369, "totalTokensCached": 14771, "totalTokensOut": 240, "totalCost": 0, "medianOutputTokensPerSec": 57.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 57.5, "turns": 2 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7602, "cachedInputTokens": 7036, "outputTokens": 40, "cost": 0, "durationMs": 36941, "outputTokensPerSec": 47.0191657353255, "at": "2026-10-30T07:07:12.703Z" }, "lastUpdated": "2026-10-30T07:07:12.703Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:07:16.046Z" } }, "source": "engine-log" }, "derived": { "durationMs": 127288, "meanTokensPerSec": 85.27, "genTokensPerSec": 85.27, "genTokens": 4779, "promptTokensPerSec": 1456.91, "peakRssMb": 9042, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 15369, "output": 240 } } } }, "facts": { "trialId": "records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq", "scenarioId": "records-intake", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 26, "peakRssMb": 9042, "peakCpuPercent": 174.1, "firstAtMs": 0, "lastAtMs": 126727 }, "gpu": { "available": true, "sampleCount": 26, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 26, "peakUsedMb": 33583, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15385, "totalOutputTokens": 4779, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 15369, "todayTokensCached": 14771, "todayTokensOut": 240, "todayCost": 0, "totalTurns": 2, "totalTokensIn": 15369, "totalTokensCached": 14771, "totalTokensOut": 240, "totalCost": 0, "medianOutputTokensPerSec": 57.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 57.5, "turns": 2 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7602, "cachedInputTokens": 7036, "outputTokens": 40, "cost": 0, "durationMs": 36941, "outputTokensPerSec": 47.0191657353255, "at": "2026-10-30T07:07:12.703Z" }, "lastUpdated": "2026-10-30T07:07:12.703Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:07:16.046Z" } }, "source": "engine-log" }, "derived": { "durationMs": 127288, "meanTokensPerSec": 85.27, "genTokensPerSec": 85.27, "genTokens": 4779, "promptTokensPerSec": 1456.91, "peakRssMb": 9042, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 15369, "output": 240 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T07:05:08.714Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T07:05:08.694Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "griet": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 4, "maxContextFill": 0.02677154541015625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02677154541015625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)", "durationMs": 132220, "timeoutMs": 1500000, "budgetUsedFraction": 0.08814666666666666 }, "timing": { "startedAt": "2026-10-30T07:05:07.290Z", "finishedAt": "2026-10-30T07:07:19.510Z", "timeToFirstArtifactMs": 35638, "timeToLastArtifactWriteMs": 125413, "timeToFirstTokenMs": 11802, "firstTurnTtftMs": 8441, "timeToFirstToolCallMs": 16673 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 5, "byTool": { "list_dir": 1, "read_files": 1, "write_file": 2, "make_dir": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 128262, "filePath": "records-intake", "bytes": 1136, "score": 3, "scoreMax": 3, "signals": [ "csv-shape", "record-schema", "golden-rows" ], "failReason": null } ], "latest": { "filePath": "records-intake", "bytes": 1136, "score": 3, "scoreMax": 3, "signals": [ "csv-shape", "record-schema", "golden-rows" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:05:07.291Z] [trial] id=records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq scenario=records-intake model=gemma4-12b-q4", "[2026-10-30T07:05:07.291Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq", "[2026-10-30T07:05:07.291Z] [trial] trialHome=/tmp/gezel-eval-records-intake-L7FfxN", "[2026-10-30T07:05:07.291Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:05:07.291Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:05:07.291Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:05:07.292Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:05:07.293Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-records-intake-L7FfxN", "[2026-10-30T07:05:08.725Z] [trial] daemon spawned pid=3875682 port=https://127.0.0.1:39593", "[2026-10-30T07:05:08.832Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:05:08.837Z] [trial] meester=elara", "[2026-10-30T07:05:08.837Z] [trial] running scenario setup hook", "[2026-10-30T07:05:09.008Z] [trial] scenario setup complete", "[2026-10-30T07:05:09.008Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:05:09.008Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:05:09.035Z] [poll] initial digests hard=f6bb20b17b85eb2d soft=c5913415f6e10b42", "[2026-10-30T07:05:09.086Z] [poll] hard-progress: f6bb20b17b85eb2d → 33581743546b4209 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:05:24.222Z] [poll] hard-progress: 33581743546b4209 → 36ef9a438eb7a04f after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=20,stream=356) sniff=0/0B)", "[2026-10-30T07:05:29.267Z] [poll] hard-progress: 36ef9a438eb7a04f → b499398b7b76503f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=33,stream=754) sniff=0/0B)", "[2026-10-30T07:05:44.419Z] [poll] hard-progress: b499398b7b76503f → 9308ea6efd888295 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=77,stream=3337) sniff=0/0B)", "[2026-10-30T07:07:15.552Z] [poll] terminal: success=true reason=attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)", "[2026-10-30T07:07:16.064Z] [capture] dumped 1 session(s)", "[2026-10-30T07:07:16.065Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:07:16.101Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:07:19.509Z] [trial] daemon shut down" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 3/3 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.09 calls=5" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq/result.json", "sha256": "2e8058b77bff7d7f516123db68b2414cbc99864144e3250a109d76dadfb6e96f" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq/facts.json", "sha256": "85d4158413f50ccec57dfcfcc01e963b6538949be020ac7b8e61144a1f7083ea" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-05-07-289Z-6tbq/metrics.json", "sha256": "7212087ce7980f90c313c5174da84fb9adb319db0ebab562f2e54c2986d3e1ae" } } }, { "repetition": 2, "modelId": "gemma4-12b-q4", "suiteId": "productivity", "scenarioId": "records-intake", "trialId": "records-intake-gemma4-12b-q4-2026-10-30T07-07-19-670Z-4fnf", "success": true, "nonModelFailure": false, "result": { "trialId": "records-intake-gemma4-12b-q4-2026-10-30T07-07-19-670Z-4fnf", "scenarioId": "records-intake", "modelId": "gemma4-12b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T07:07:19.670Z", "finishedAt": "2026-10-30T07:09:32.586Z", "durationMs": 132916, "success": true, "reason": "attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-07-19-670Z-4fnf", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "gemma4-12b-q4" } }, "metrics": { "process": { "sampleCount": 26, "peakRssMb": 9086, "peakCpuPercent": 176, "firstAtMs": 0, "lastAtMs": 127093 }, "gpu": { "available": true, "sampleCount": 26, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 26, "peakUsedMb": 33500, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 18717, "totalOutputTokens": 8244, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 18699, "todayTokensCached": 15677, "todayTokensOut": 133, "todayCost": 0, "totalTurns": 2, "totalTokensIn": 18699, "totalTokensCached": 15677, "totalTokensOut": 133, "totalCost": 0, "medianOutputTokensPerSec": 66.5, "modelSpeeds": [ { "model": "gemma4-12b-q4", "medianOutputTokensPerSec": 66.5, "turns": 2 } ], "lastTurn": { "model": "gemma4-12b-q4", "inputTokens": 7444, "cachedInputTokens": 6878, "outputTokens": 47, "cost": 0, "durationMs": 36417, "outputTokensPerSec": 60.87240746401581, "at": "2026-10-30T07:09:25.148Z" }, "lastUpdated": "2026-10-30T07:09:25.148Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T07:09:28.994Z" } }, "source": "engine-log" }, "derived": { "durationMs": 127650, "meanTokensPerSec": 87.37, "genTokensPerSec": 87.37, "genTokens": 8244, "promptTokensPerSec": 1517.51, "peakRssMb": 9086, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 18699, "output": 133 } } } }, "facts": { "trialId": "records-intake-gemma4-12b-q4-2026-10-30T07-07-19-670Z-4fnf", "scenarioId": "records-intake", "modelId": "gemma4-12b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-07-19-670Z-4fnf", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 26, "peakRssMb": 9086, "peakCpuPercent": 176, "firstAtMs": 0, "lastAtMs": 127093 }, "gpu": { "available": true, "sampleCount": 26, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 26, "peakUsedMb": 33500, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 18717, "totalOutputTokens": 8244, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 18699, "todayTokensCached": 15677, "todayTokensOut": 133, "todayCost": 0, 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(signals: csv-shape, record-schema, golden-rows)", "durationMs": 132916, "timeoutMs": 1500000, "budgetUsedFraction": 0.08861066666666667 }, "timing": { "startedAt": "2026-10-30T07:07:19.670Z", "finishedAt": "2026-10-30T07:09:32.586Z", "timeToFirstArtifactMs": 49350, "timeToLastArtifactWriteMs": 125478, "timeToFirstTokenMs": 10988, "firstTurnTtftMs": 7446, "timeToFirstToolCallMs": 15341 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 5, "byTool": { "list_dir": 1, "read_files": 1, "write_file": 3 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 128825, "filePath": "records-intake", "bytes": 1132, "score": 3, "scoreMax": 3, "signals": [ "csv-shape", "record-schema", "golden-rows" ], "failReason": null } ], "latest": { "filePath": "records-intake", "bytes": 1132, "score": 3, "scoreMax": 3, "signals": [ "csv-shape", "record-schema", "golden-rows" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:07:19.670Z] [trial] id=records-intake-gemma4-12b-q4-2026-10-30T07-07-19-670Z-4fnf scenario=records-intake model=gemma4-12b-q4", "[2026-10-30T07:07:19.670Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-07-19-670Z-4fnf", "[2026-10-30T07:07:19.670Z] [trial] trialHome=/tmp/gezel-eval-records-intake-OtRZ6u", "[2026-10-30T07:07:19.670Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:07:19.670Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:07:19.670Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:07:19.671Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:07:19.671Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-records-intake-OtRZ6u", "[2026-10-30T07:07:21.308Z] [trial] daemon spawned pid=3877781 port=https://127.0.0.1:33305", "[2026-10-30T07:07:21.409Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T07:07:21.416Z] [trial] meester=anika", "[2026-10-30T07:07:21.416Z] [trial] running scenario setup hook", "[2026-10-30T07:07:21.582Z] [trial] scenario setup complete", "[2026-10-30T07:07:21.582Z] [trial] evalHints loaded: {\"sniffThresholds\":{\"inlineJsMinBytes\":1000}}", "[2026-10-30T07:07:21.582Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T07:07:21.605Z] [poll] initial digests hard=4e1ac2f99b91664e soft=d1e4b28cde69dd4b", "[2026-10-30T07:07:21.659Z] [poll] hard-progress: 4e1ac2f99b91664e → 9ecda578939284ae after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-30T07:07:36.800Z] [poll] hard-progress: 9ecda578939284ae → df41da20ac637e8f after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=24,stream=425) sniff=0/0B)", "[2026-10-30T07:07:41.854Z] [poll] hard-progress: df41da20ac637e8f → 2b2a959369780ab5 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=37,stream=715) sniff=0/0B)", "[2026-10-30T07:08:12.327Z] [poll] hard-progress: 2b2a959369780ab5 → 8e7d0f9e4b4320cf after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=124,stream=5779) sniff=0/0B)", "[2026-10-30T07:08:37.750Z] [poll] hard-progress: 8e7d0f9e4b4320cf → b066b607398f9021 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=200,stream=10388) sniff=0/0B)", "[2026-10-30T07:09:28.496Z] [poll] terminal: success=true reason=attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)", "[2026-10-30T07:09:29.005Z] [capture] dumped 1 session(s)", "[2026-10-30T07:09:29.007Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:09:29.042Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 3/3 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.09 calls=5" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-07-19-670Z-4fnf/result.json", "sha256": "c27becf63144c01db2acdb4ae6ca794ef8175b4e6a071bf0f738010d6210dd7f" }, "facts.json": { "path": 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"generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T07:09:35.228Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T07:09:35.188Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "griet": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 4, "maxContextFill": 0.0268707275390625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 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"timeToFirstArtifactMs": 47530, "timeToLastArtifactWriteMs": 125704, "timeToFirstTokenMs": 11853, "firstTurnTtftMs": 8431, "timeToFirstToolCallMs": 21918 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 5, "byTool": { "list_dir": 1, "read_files": 1, "write_file": 2, "make_dir": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 128628, "filePath": "records-intake", "bytes": 1132, "score": 3, "scoreMax": 3, "signals": [ "csv-shape", "record-schema", "golden-rows" ], "failReason": null } ], "latest": { "filePath": "records-intake", "bytes": 1132, "score": 3, "scoreMax": 3, "signals": [ "csv-shape", "record-schema", "golden-rows" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T07:09:33.667Z] [trial] id=records-intake-gemma4-12b-q4-2026-10-30T07-09-33-665Z-v2i1 scenario=records-intake model=gemma4-12b-q4", "[2026-10-30T07:09:33.667Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/gemma4-12b-q4/productivity/records-intake/records-intake-gemma4-12b-q4-2026-10-30T07-09-33-665Z-v2i1", "[2026-10-30T07:09:33.667Z] [trial] trialHome=/tmp/gezel-eval-records-intake-AiFSNM", "[2026-10-30T07:09:33.667Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T07:09:33.667Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T07:09:33.667Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T07:09:33.668Z] [cache] llama-cpp/gemma4-12b-q4 already warm", "[2026-10-30T07:09:33.669Z] [trial] linked llama-cpp/gemma4-12b-q4 into /tmp/gezel-eval-records-intake-AiFSNM", "[2026-10-30T07:09:35.207Z] [trial] daemon spawned pid=3879742 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daemon[src=service-telemetry](turns=1,tools=1,slot=36,stream=651) sniff=0/0B)", "[2026-10-30T07:10:00.764Z] [poll] hard-progress: 613189a5ce56daec → 0969c807ab7746b0 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=49,stream=1071) sniff=0/0B)", "[2026-10-30T07:10:26.273Z] [poll] hard-progress: 0969c807ab7746b0 → ee58983c20878c80 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=121,stream=5028) sniff=0/0B)", "[2026-10-30T07:11:42.294Z] [poll] terminal: success=true reason=attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)", "[2026-10-30T07:11:42.801Z] [capture] dumped 1 session(s)", "[2026-10-30T07:11:42.803Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-30T07:11:42.850Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-30T07:11:46.112Z] [trial] daemon shut down" ] }, "judge": null, 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per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 1368702, "filePath": "craftbook-author-fanout", "bytes": 2235, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" } ], "latest": { "filePath": "craftbook-author-fanout", "bytes": 2235, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T02:35:08.163Z] [trial] id=craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T02-35-08-161Z-pobq scenario=craftbook-author-fanout model=qwen3.8-27b-q4", "[2026-10-30T02:35:08.163Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T02-35-08-161Z-pobq", "[2026-10-30T02:35:08.163Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-fanout-74dQ29", "[2026-10-30T02:35:08.163Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T02:35:08.163Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T02:35:08.163Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T02:35:08.164Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-30T02:35:08.165Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-fanout-74dQ29", "[2026-10-30T02:35:09.599Z] [trial] daemon spawned pid=3445748 port=https://127.0.0.1:46393", "[2026-10-30T02:35:09.710Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T02:35:09.718Z] [trial] meester=celestine", "[2026-10-30T02:35:09.718Z] [trial] running scenario setup hook", "[2026-10-30T02:35:09.838Z] [trial] scenario setup complete", "[2026-10-30T02:35:09.839Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T02:35:09.866Z] [poll] initial digests hard=02b12d3a2f4e94fb soft=1b5e9024e9b965f8", "[2026-10-30T02:35:10.021Z] [poll] hard-progress: 02b12d3a2f4e94fb → cb963414a49525df after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T02:35:55.934Z] [poll] hard-progress: cb963414a49525df → 935d7a49f5ab4bc5 after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=57,stream=432) sniff=3/0B)", "[2026-10-30T02:36:16.367Z] [poll] hard-progress: 935d7a49f5ab4bc5 → af33f4c3bf526ef8 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=85,stream=608) sniff=3/0B)", "[2026-10-30T02:36:41.924Z] [poll] hard-progress: af33f4c3bf526ef8 → dadbb049ac9739e5 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=137,stream=970) sniff=3/0B)", "[2026-10-30T02:39:10.244Z] [poll] hard-progress: dadbb049ac9739e5 → ea615971eff7ee2d after 148s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=497,stream=7266) sniff=2/37B)", "[2026-10-30T02:39:35.852Z] [poll] hard-progress: ea615971eff7ee2d → 2bbacff92dfa157d after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=522,stream=7540) sniff=2/37B)", "[2026-10-30T02:40:37.255Z] [poll] hard-progress: 2bbacff92dfa157d → 128cbf5a92bc7918 after 61s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=10,slot=618,stream=8261) sniff=2/37B)", "[2026-10-30T02:40:42.374Z] [poll] hard-progress: 128cbf5a92bc7918 → d4066fa6498dcf19 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=10,slot=623,stream=8274) sniff=2/37B)", "[2026-10-30T02:41:18.203Z] [poll] hard-progress: d4066fa6498dcf19 → 0586e386b6171b8d after 36s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=12,slot=712,stream=9144) sniff=2/37B)", "[2026-10-30T02:41:48.712Z] [poll] hard-progress: 0586e386b6171b8d → 17985be8729a0138 after 31s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=13,slot=720,stream=9172) sniff=2/37B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5.3, "compositeIgnoringProseFlag": 5.3, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 8, "why": "sniff 6/8" }, "efficiency": { "score": 3, "why": "budget=0.49 calls=67 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T02-35-08-161Z-pobq/result.json", "sha256": "ad940d1047b34e4fd7463daff45bb4a215b5b31c0f62216fbdb61dd01fdde1b7" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T02-35-08-161Z-pobq/facts.json", "sha256": "b045cddb7f03700c4c74e2cd567c8aa089f5aa5568bab83709cf86d6aab57e3e" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T02-35-08-161Z-pobq/metrics.json", "sha256": "e22899711aa8ce7d9743b10c77e9eb86759278563ddaaeb5483c931bbbde0801" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-fanout", "trialId": "craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa", "scenarioId": "craftbook-author-fanout", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T03:34:06.744Z", "finishedAt": "2026-10-30T04:22:04.740Z", "durationMs": 2877996, "success": false, "reason": "retry loop (stall-path): sniff \"craftbook-author-fanout:6:targetnone:fr1tjwffw:rp0:rf0:m1\" stuck for 18m — artifact scored but stalled 18m despite 8 tool calls (0 re-writes). Artifact produced but never reached success.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-author-fanout", "score": 6, "bytes": 3376, "deliverableMissing": false, "milestones": 1, "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 564, "peakRssMb": 13858, "peakCpuPercent": 227.1, "firstAtMs": 0, "lastAtMs": 2865382 }, "gpu": { "available": true, "sampleCount": 564, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 564, "peakUsedMb": 60595, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 268591, "totalOutputTokens": 47924, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 11, "todayTokensIn": 245341, "todayTokensCached": 204908, "todayTokensOut": 6634, "todayCost": 0, "totalTurns": 11, "totalTokensIn": 245341, "totalTokensCached": 204908, "totalTokensOut": 6634, "totalCost": 0, "medianOutputTokensPerSec": 23.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 23.9, "turns": 11 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7228, "cachedInputTokens": 6963, "outputTokens": 68, "cost": 0, "durationMs": 176994, "outputTokensPerSec": 24.659088106921807, "at": "2026-10-30T04:01:21.858Z" }, "lastUpdated": "2026-10-30T04:01:21.858Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T04:21:57.712Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2869494, "meanTokensPerSec": 23.08, "genTokensPerSec": 23.08, "genTokens": 47924, "promptTokensPerSec": 733.85, "peakRssMb": 13858, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 245341, "output": 6634 } } } }, "facts": { "trialId": "craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa", "scenarioId": "craftbook-author-fanout", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 564, "peakRssMb": 13858, "peakCpuPercent": 227.1, "firstAtMs": 0, "lastAtMs": 2865382 }, "gpu": { "available": true, "sampleCount": 564, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 564, "peakUsedMb": 60595, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 268591, "totalOutputTokens": 47924, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 11, "todayTokensIn": 245341, "todayTokensCached": 204908, "todayTokensOut": 6634, "todayCost": 0, "totalTurns": 11, "totalTokensIn": 245341, "totalTokensCached": 204908, "totalTokensOut": 6634, "totalCost": 0, "medianOutputTokensPerSec": 23.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 23.9, "turns": 11 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7228, "cachedInputTokens": 6963, "outputTokens": 68, "cost": 0, "durationMs": 176994, "outputTokensPerSec": 24.659088106921807, "at": "2026-10-30T04:01:21.858Z" }, "lastUpdated": "2026-10-30T04:01:21.858Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T04:21:57.712Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2869494, "meanTokensPerSec": 23.08, "genTokensPerSec": 23.08, "genTokens": 47924, "promptTokensPerSec": 733.85, "peakRssMb": 13858, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 245341, "output": 6634 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 6, "activationEvents": 3, "completed": 4, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "store-health-sweep/1", "stepId": "scope", "activatedAt": "2026-10-30T03:40:49.145Z", "completedAt": "2026-10-30T03:43:16.455Z", "ms": 147310, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "c923f6d1-1628-4693-8206-47bd583299db" ] }, { "ref": "store-health-sweep/1", "stepId": "write", "activatedAt": "2026-10-30T03:43:16.455Z", "completedAt": "2026-10-30T03:51:03.312Z", "ms": 466857, "gateRejections": 0, "toolCalls": 10, "sessionIds": [ "4879ad08-d6e6-447c-b0c7-b3c31be6d9bc" ] }, { "ref": "store-health-sweep/1", "stepId": "verify", "activatedAt": "2026-10-30T03:51:03.313Z", "completedAt": "2026-10-30T03:57:21.999Z", "ms": 378686, "gateRejections": 0, "toolCalls": 8, "sessionIds": [ "e652d639-e67d-44a7-81f8-04cb210571dd" ] }, { "ref": "store-health-sweep/1", "stepId": "finish", "activatedAt": "2026-10-30T03:57:21.999Z", "completedAt": "2026-10-30T04:01:21.808Z", "ms": 239809, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "f0be0796-3536-4242-a35c-274ea3069bba" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T03:34:08.207Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T03:34:08.192Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 309247.5 }, "sessions": { "total": 7, "taskScoped": 4, "byGezel": { "julian": 1, "matej": 3, "reza": 1, "riccardo": 2 }, "perTask": { "store-health-sweep/1": 4 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6666666666666666, "maxMessages": 11, "maxContextFill": 0.1673736572265625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.1673736572265625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/holiday-card-run", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/seasonal-maintenance-sweep", "knowledge://bendyline/handboek/craftbook/browser-qa-audit" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (stall-path): sniff \"craftbook-author-fanout:6:targetnone:fr1tjwffw:rp0:rf0:m1\" stuck for 18m — artifact scored but stalled 18m despite 8 tool calls (0 re-writes). Artifact produced but never reached success.", "durationMs": 2877996, "timeoutMs": 7200000, "budgetUsedFraction": 0.39972166666666664 }, "timing": { "startedAt": "2026-10-30T03:34:06.744Z", "finishedAt": "2026-10-30T04:22:04.740Z", "timeToFirstArtifactMs": 549652, "timeToLastArtifactWriteMs": 1395232, "timeToFirstTokenMs": 30841, "firstTurnTtftMs": 27432, "timeToFirstToolCallMs": 38989 }, "team": { "totalGezelsCreated": 9, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner", "Developer", "Builder", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 72, "byTool": { "list_craftbooks": 1, "read_file": 10, "craftbook_read": 5, "craftbook_write": 3, "invoke_craftbook": 1, "list_task_children": 1, "find_files": 2, "get_task": 4, "read_task_notes": 4, "list_project_gezels": 1, "list_artifacts": 3, "message_gezel": 2, "ensure_gezel": 1, "stat": 4, "read_files": 1, "read_artifact": 5, "how_do_i": 4, "write_artifact": 5, "write_file": 6, "write_task_note": 3, "advance_task_step": 2, "search": 1, "read_doc_as_markdown": 1, "list_dir": 2 }, "redFlags": [ { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=2215 h2_count=2 preview=\"Everything is done and verified. Here's the full picture. ## The reusable recipe **\"Store Health Sweep\"** is saved as a…\"", "atTurn": 8, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 10 }, "sniff": { "progression": [ { "atMs": 1835, "filePath": "craftbook-author-fanout", "bytes": 0, "score": 3, "scoreMax": 8, "signals": [], "failReason": "no reusable authored craftbook exists yet — author the store health sweep as a craftbook template, not as ad-hoc chat work" }, { "atMs": 380237, "filePath": "craftbook-author-fanout", "bytes": 35, "score": 2, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 405949, "filePath": "craftbook-author-fanout", "bytes": 35, "score": 2, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 707679, "filePath": "craftbook-author-fanout", "bytes": 3402, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 1888067, "filePath": "craftbook-author-fanout", "bytes": 3376, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" } ], "latest": { "filePath": "craftbook-author-fanout", "bytes": 3376, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 1638798, "kind": "structured", "gezel": "reza", "question": "**Store Health Sweep — run over data/stores.json** is finished. - **`out/milo-h…", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-30T03:34:06.745Z] [trial] id=craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa scenario=craftbook-author-fanout model=qwen3.8-27b-q4", "[2026-10-30T03:34:06.745Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa", "[2026-10-30T03:34:06.745Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-fanout-aP5Wqn", "[2026-10-30T03:34:06.745Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T03:34:06.745Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T03:34:06.745Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T03:34:06.746Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-30T03:34:06.747Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-fanout-aP5Wqn", "[2026-10-30T03:34:08.186Z] [trial] daemon spawned pid=3542647 port=https://127.0.0.1:45597", "[2026-10-30T03:34:08.294Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T03:34:08.299Z] [trial] meester=sulien", "[2026-10-30T03:34:08.300Z] [trial] running scenario setup hook", "[2026-10-30T03:34:08.443Z] [trial] scenario setup complete", "[2026-10-30T03:34:08.444Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T03:34:08.465Z] [poll] initial digests hard=c5b90869d70d91c9 soft=9da6337eee94f057", "[2026-10-30T03:34:08.619Z] [poll] hard-progress: c5b90869d70d91c9 → c4ed632e26a6dd7a after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T03:34:49.424Z] [poll] hard-progress: c4ed632e26a6dd7a → 6293c7155f588267 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=36,stream=208) sniff=3/0B)", "[2026-10-30T03:35:09.841Z] [poll] hard-progress: 6293c7155f588267 → 34e22c13fb38395d after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=75,stream=456) sniff=3/0B)", "[2026-10-30T03:40:27.033Z] [poll] hard-progress: 34e22c13fb38395d → a0bc870606e0b816 after 317s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=862,stream=10250) sniff=2/35B)", "[2026-10-30T03:40:52.775Z] [poll] hard-progress: a0bc870606e0b816 → 64bb31b3d934d5be after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=891,stream=10517) sniff=2/35B)", "[2026-10-30T03:41:33.671Z] [poll] hard-progress: 64bb31b3d934d5be → a585869edabbcf96 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=963,stream=11018) sniff=2/35B)", "[2026-10-30T03:41:54.074Z] [poll] hard-progress: a585869edabbcf96 → 65d99d6753ec0864 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=9,slot=963,stream=11018) sniff=2/35B)", "[2026-10-30T03:42:14.580Z] [poll] hard-progress: 65d99d6753ec0864 → d5ca3ab4bb97d304 after 21s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=1001,stream=11260) sniff=2/35B)", "[2026-10-30T03:42:24.865Z] [poll] hard-progress: d5ca3ab4bb97d304 → 2326961461224138 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=11,slot=1010,stream=11311) sniff=2/35B)", "[2026-10-30T03:42:35.037Z] [poll] hard-progress: 2326961461224138 → 6d47497c666cc57b after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=12,slot=1029,stream=11421) sniff=2/35B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 3.8, "compositeIgnoringProseFlag": 5.3, "band": "framework-gap", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 8, "why": "sniff 6/8" }, "efficiency": { "score": 3, "why": "budget=0.40 calls=72 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa/result.json", "sha256": "09a3a4f12623ad3558671bf1420a73c9b42821c76d894bb3eb144cd76746176b" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa/facts.json", "sha256": "20bba8d6e785296b4615994eab566bd634bbe8c439fb33001e876db05990092d" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T03-34-06-744Z-dnfa/metrics.json", "sha256": "bed157dcb08450eca2f232d652d5dc3c0684f9c5337a928f5d393fa0ae82902c" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-fanout", "trialId": "craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T04-22-05-733Z-dttn", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T04-22-05-733Z-dttn", "scenarioId": "craftbook-author-fanout", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T04:22:05.733Z", "finishedAt": "2026-10-30T06:02:59.004Z", "durationMs": 6053271, "success": false, "reason": "retry loop (fast-path): sniff \"craftbook-author-fanout:7:targetnone:fr1cygdrv:rp0:rf0:m3\" stuck for 8m — 5 re-writes (12 tool calls) without sniff movement. 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1190, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 1190, "peakUsedMb": 60063, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 1946387, "totalOutputTokens": 55978, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 17, "todayTokensIn": 708940, "todayTokensCached": 121287, "todayTokensOut": 8251, "todayCost": 0, "totalTurns": 17, "totalTokensIn": 708940, "totalTokensCached": 121287, "totalTokensOut": 8251, "totalCost": 0, "medianOutputTokensPerSec": 25.4, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 25.4, "turns": 17 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 6532, "cachedInputTokens": 6210, "outputTokens": 273, "cost": 0, "durationMs": 41154, "outputTokensPerSec": 38.70486134481464, "at": "2026-10-30T05:59:54.716Z" }, "lastUpdated": "2026-10-30T05:59:54.716Z" }, "anthropic-cli": { "quotaBuckets": [], 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"evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T04-22-05-733Z-dttn", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 1190, "peakRssMb": 13107, "peakCpuPercent": 362.7, "firstAtMs": 0, "lastAtMs": 6042149 }, "gpu": { "available": true, "sampleCount": 1190, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 1190, "peakUsedMb": 60063, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 1946387, "totalOutputTokens": 55978, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 17, "todayTokensIn": 708940, "todayTokensCached": 121287, "todayTokensOut": 8251, "todayCost": 0, "totalTurns": 17, "totalTokensIn": 708940, "totalTokensCached": 121287, "totalTokensOut": 8251, "totalCost": 0, "medianOutputTokensPerSec": 25.4, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 25.4, "turns": 17 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 6532, "cachedInputTokens": 6210, "outputTokens": 273, "cost": 0, "durationMs": 41154, "outputTokensPerSec": 38.70486134481464, "at": "2026-10-30T05:59:54.716Z" }, "lastUpdated": "2026-10-30T05:59:54.716Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T06:02:51.802Z" } }, "source": "engine-log" }, "derived": { "durationMs": 6044497, "meanTokensPerSec": 22.62, "genTokensPerSec": 22.62, "genTokens": 55978, "promptTokensPerSec": 653.28, "peakRssMb": 13107, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 708940, "output": 8251 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 5 }, "steps": { "activated": 10, "activationEvents": 5, "completed": 7, "gateApprovals": 5, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "store-health-sweep/1", "stepId": "scope", "activatedAt": "2026-10-30T04:33:33.588Z", "completedAt": "2026-10-30T04:36:04.791Z", "ms": 151203, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "58c8ef7c-b605-4344-aede-a8aa0d4422f8" ] }, { "ref": 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"ref": "store-health-sweep/2", "stepId": "fan-out", "activatedAt": "2026-10-30T05:24:04.514Z", "completedAt": "2026-10-30T05:32:51.322Z", "ms": 526808, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "a753e79f-bdc4-4de7-9a9a-02a8f5d107cc" ] }, { "ref": "store-health-sweep/2", "stepId": "finish", "activatedAt": "2026-10-30T05:32:51.323Z", "completedAt": "2026-10-30T05:54:57.280Z", "ms": 1325957, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "a753e79f-bdc4-4de7-9a9a-02a8f5d107cc" ] }, { "ref": "store-health-sweep/3", "stepId": "scope", "activatedAt": "2026-10-30T05:54:46.929Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "f1530392-0a0f-4360-9bad-77571e755091" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T04:22:07.219Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T04:22:07.205Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 526808 }, "sessions": { "total": 9, "taskScoped": 7, "byGezel": { "aarav": 1, "madina": 1, "reza": 1, "ruslana": 3, "zara": 3 }, "perTask": { "store-health-sweep/1": 4, "store-health-sweep/2": 2, "store-health-sweep/3": 1 }, "reusedAcrossSteps": 1, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.7, "maxMessages": 17, "maxContextFill": 0.4412384033203125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.4412384033203125 }, "fanout": { "hosts": 1, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 3 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 3, "tasks": 5, "tasksWithReferences": 3, "items": 15, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbook/thank-you-batch", "knowledge://bendyline/handboek/craftbook/data-join-merge", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/thank-you-batch", "knowledge://bendyline/handboek/craftbook/seasonal-maintenance-sweep", "knowledge://bendyline/handboek/craftbook/edit-notes", "knowledge://bendyline/handboek/craftbook/state-machine", "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/thank-you-batch", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/privacy-local-first", "knowledge://bendyline/handboek/craftbook/weak-spot-drill" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-author-fanout:7:targetnone:fr1cygdrv:rp0:rf0:m3\" stuck for 8m — 5 re-writes (12 tool calls) without sniff movement. Artifact produced but never reached success.", "durationMs": 6053271, "timeoutMs": 7200000, "budgetUsedFraction": 0.8407320833333334 }, "timing": { "startedAt": "2026-10-30T04:22:05.733Z", "finishedAt": "2026-10-30T06:02:59.004Z", "timeToFirstArtifactMs": 838959, "timeToLastArtifactWriteMs": 5868985, "timeToFirstTokenMs": 30851, "firstTurnTtftMs": 27443, "timeToFirstToolCallMs": 41455 }, "team": { "totalGezelsCreated": 9, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner", "Copywriter", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 90, "byTool": { "read_file": 12, "list_craftbooks": 2, "list_dir": 6, "craftbook_read": 9, "how_do_i": 4, "craftbook_write": 5, "invoke_craftbook": 3, "get_task": 5, "read_task_notes": 4, "list_artifacts": 3, "find_files": 1, "read_files": 4, "read_artifact": 4, "write_artifact": 5, "write_file": 15, "write_task_note": 5, "advance_task_step": 3 }, "redFlags": [ { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1845 h2_count=2 preview=\"All done so far on the parts I own — here's where things stand: ## The recipe (authoring part — complete) I authored an…\"", "atTurn": 4, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." }, { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=2228 h2_count=2 preview=\"The recipe is authored and the run is driving it — here's the deliverable. ## The reusable recipe (authored by me, save…\"", "atTurn": 13, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 13 }, "sniff": { "progression": [ { "atMs": 1961, "filePath": "craftbook-author-fanout", "bytes": 0, "score": 3, "scoreMax": 8, "signals": [], "failReason": "no reusable authored craftbook exists yet — author the store health sweep as a craftbook template, not as ad-hoc chat work" }, { "atMs": 676651, "filePath": "craftbook-author-fanout", "bytes": 37, "score": 2, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 692104, "filePath": "craftbook-author-fanout", "bytes": 37, "score": 2, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 1352582, "filePath": "craftbook-author-fanout", "bytes": 900, "score": 3, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 1419163, "filePath": "craftbook-author-fanout", "bytes": 1559, "score": 4, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 1480607, "filePath": "craftbook-author-fanout", "bytes": 2493, "score": 5, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 1705989, "filePath": "craftbook-author-fanout", "bytes": 3430, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 3021799, "filePath": "craftbook-author-fanout", "bytes": 3421, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 3226175, "filePath": "craftbook-author-fanout", "bytes": 3421, "score": 6, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" declares no per-item fanout over the store list — the recipe must derive its per-store work from the store list itself (one item, one run) rather than repeating steps once per store" }, { "atMs": 5328287, "filePath": "craftbook-author-fanout", "bytes": 5463, "score": 7, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" has produced 2 of 4 per-store runs — invoke the recipe on this project and make sure its fanout step really fans out over data/stores.json, so each store gets its own run" }, { "atMs": 5563773, "filePath": "craftbook-author-fanout", "bytes": 5463, "score": 7, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" has produced 3 of 4 per-store runs — invoke the recipe on this project and make sure its fanout step really fans out over data/stores.json, so each store gets its own run" }, { "atMs": 5594588, "filePath": "craftbook-author-fanout", "bytes": 3402, "score": 7, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" has produced 3 of 4 per-store runs — invoke the recipe on this project and make sure its fanout step really fans out over data/stores.json, so each store gets its own run" } ], "latest": { "filePath": "craftbook-author-fanout", "bytes": 3402, "score": 7, "scoreMax": 8, "signals": [], "failReason": "craftbook \"store-health-sweep\" has produced 3 of 4 per-store runs — invoke the recipe on this project and make sure its fanout step really fans out over data/stores.json, so each store gets its own run" } }, "autoAnswer": { "total": 2, "byKind": { "structured": 2, "inline": 0 }, "events": [ { "atMs": 3478050, "kind": "structured", "gezel": "reza", "question": "**Store Health Sweep — run over the store list** is finished. - **`out/milo-hea…", "chose": "Dismiss" }, { "atMs": 5576723, "kind": "structured", "gezel": "reza", "question": "**Store Health Sweep — one run, one child per store** is finished. - **`tasks/2…", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-30T04:22:05.733Z] [trial] id=craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T04-22-05-733Z-dttn scenario=craftbook-author-fanout model=qwen3.8-27b-q4", "[2026-10-30T04:22:05.733Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T04-22-05-733Z-dttn", "[2026-10-30T04:22:05.733Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-fanout-pLs8hg", "[2026-10-30T04:22:05.733Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T04:22:05.733Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T04:22:05.734Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T04:22:05.734Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-30T04:22:05.734Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-fanout-pLs8hg", "[2026-10-30T04:22:07.279Z] [trial] daemon spawned pid=3584749 port=https://127.0.0.1:40655", "[2026-10-30T04:22:07.378Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T04:22:07.386Z] [trial] meester=bastien", "[2026-10-30T04:22:07.386Z] [trial] running scenario setup hook", "[2026-10-30T04:22:07.534Z] [trial] scenario setup complete", "[2026-10-30T04:22:07.535Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T04:22:07.568Z] [poll] initial digests hard=cccead86c3d50c2f soft=8febecbdbffceac3", "[2026-10-30T04:22:07.738Z] [poll] hard-progress: cccead86c3d50c2f → b1e4dd93f4cdfbd8 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T04:22:48.458Z] [poll] hard-progress: b1e4dd93f4cdfbd8 → 1f96db6686d5f82b after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=43,stream=250) sniff=3/0B)", "[2026-10-30T04:23:29.393Z] [poll] hard-progress: 1f96db6686d5f82b → 4ca789b52cba15ae after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=131,stream=925) sniff=3/0B)", "[2026-10-30T04:24:05.177Z] [poll] hard-progress: 4ca789b52cba15ae → 738b48d39e84da1b after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=204,stream=1486) sniff=3/0B)", "[2026-10-30T04:28:56.712Z] [poll] hard-progress: 738b48d39e84da1b → 14206b2ad8aebf69 after 292s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=873,stream=10596) sniff=3/0B)", "[2026-10-30T04:30:49.122Z] [poll] hard-progress: 14206b2ad8aebf69 → a30c883239f98151 after 112s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=1106,stream=16697) sniff=3/0B)", "[2026-10-30T04:33:22.495Z] [poll] hard-progress: a30c883239f98151 → c3fedeccf1f70511 after 153s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=1429,stream=23501) sniff=2/37B)", "[2026-10-30T04:33:37.908Z] [poll] hard-progress: c3fedeccf1f70511 → 23fc24dc2e6109bf after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=1461,stream=23797) sniff=2/37B)", "[2026-10-30T04:34:39.080Z] [poll] hard-progress: 23fc24dc2e6109bf → 7eae6a977f1c7529 after 61s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=1513,stream=24153) sniff=2/37B)", "[2026-10-30T04:34:54.381Z] [poll] hard-progress: 7eae6a977f1c7529 → 630ef65252532d8a after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=11,slot=1526,stream=24239) sniff=2/37B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 4.5, "compositeIgnoringProseFlag": 5.7, "band": "framework-gap", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 7/8" }, "efficiency": { "score": 5, "why": "budget=0.84 calls=90" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable,prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T04-22-05-733Z-dttn/result.json", "sha256": "76379f842bc1958b26269abce849cc88f3f37ea3ce2038b2e6bfc1afb7bf0ccc" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T04-22-05-733Z-dttn/facts.json", "sha256": "c449b1cf3b81b81648c27bdeba407ad1e3dcb0714028a81d5e2b9e598d87c996" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-fanout/craftbook-author-fanout-qwen3-8-27b-q4-2026-10-30T04-22-05-733Z-dttn/metrics.json", "sha256": "29078c4c0e77fd9d9b833d31724733984a3bb67b47409605e0b042cf813019f9" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-gate-script", "trialId": "craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi", "scenarioId": "craftbook-author-gate-script", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T23:08:29.512Z", "finishedAt": "2026-10-30T00:12:28.994Z", "durationMs": 3839482, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: inventory report gate script; missing signals stayed unchanged: task inventory-health-check/1 (from craftbook \"inventory-health-check\") has status \"canceled\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: task inventory-health-check/1 (from craftbook \"inventory-health-check\") has status \"canceled\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-author-gate-script", "score": 4, "bytes": 4707, "deliverableMissing": false, "milestones": 1, "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-check\") has status \"canceled\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 753, "peakRssMb": 12988, "peakCpuPercent": 245.2, "firstAtMs": 0, "lastAtMs": 3820780 }, "gpu": { "available": true, "sampleCount": 753, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 753, "peakUsedMb": 59895, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 1397300, "totalOutputTokens": 30156, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 37176, "todayTokensCached": 13580, "todayTokensOut": 525, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 56896, "totalTokensCached": 19765, "totalTokensOut": 2237, "totalCost": 0, "medianOutputTokensPerSec": 36.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.5, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 15423, "cachedInputTokens": 13580, "outputTokens": 172, "cost": 0, "durationMs": 16052, "outputTokensPerSec": 38.30279637292677, "at": "2026-10-30T00:12:12.770Z" }, "lastUpdated": "2026-10-30T00:12:12.770Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T00:12:16.624Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3825643, "meanTokensPerSec": 22.83, "genTokensPerSec": 22.83, "genTokens": 30156, "promptTokensPerSec": 648.9, "peakRssMb": 12988, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 56896, "output": 2237 } } } }, "facts": { "trialId": "craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi", "scenarioId": "craftbook-author-gate-script", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 753, "peakRssMb": 12988, "peakCpuPercent": 245.2, "firstAtMs": 0, "lastAtMs": 3820780 }, "gpu": { "available": true, "sampleCount": 753, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 753, "peakUsedMb": 59895, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 1397300, "totalOutputTokens": 30156, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 37176, "todayTokensCached": 13580, "todayTokensOut": 525, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 56896, "totalTokensCached": 19765, "totalTokensOut": 2237, "totalCost": 0, "medianOutputTokensPerSec": 36.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.5, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 15423, "cachedInputTokens": 13580, "outputTokens": 172, "cost": 0, "durationMs": 16052, "outputTokensPerSec": 38.30279637292677, "at": "2026-10-30T00:12:12.770Z" }, "lastUpdated": "2026-10-30T00:12:12.770Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T00:12:16.624Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3825643, "meanTokensPerSec": 22.83, "genTokensPerSec": 22.83, "genTokens": 30156, "promptTokensPerSec": 648.9, "peakRssMb": 12988, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 56896, "output": 2237 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 4, "activationEvents": 1, "completed": 1, "gateApprovals": 1, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "inventory-health-check/1", "stepId": "build", "activatedAt": "2026-10-29T23:17:41.694Z", "completedAt": "2026-10-29T23:50:53.801Z", "ms": 1992107, "gateRejections": 0, "toolCalls": 10, "sessionIds": [ "6a3a98c0-49ad-4578-9f55-9ed01a192637" ] }, { "ref": "inventory-health-check/1", "stepId": "verify", "activatedAt": "2026-10-29T23:50:53.801Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T23:08:30.981Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T23:08:30.961Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 1992107 }, "sessions": { "total": 3, "taskScoped": 1, "byGezel": { "bizunesh": 2, "reza": 1 }, "perTask": { "inventory-health-check/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.25, "maxMessages": 11, "maxContextFill": 0.055644989013671875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.055644989013671875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/web-app-crud", "knowledge://bendyline/handboek/craftbook/release-artifact-sanity-check", "knowledge://bendyline/handboek/craftbook/scrape-to-structured" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on craftbook: inventory report gate script; missing signals stayed unchanged: task inventory-health-check/1 (from craftbook \"inventory-health-check\") has status \"canceled\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: task inventory-health-check/1 (from craftbook \"inventory-health-check\") has status \"canceled\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "durationMs": 3839482, "timeoutMs": 7200000, "budgetUsedFraction": 0.5332613888888889 }, "timing": { "startedAt": "2026-10-29T23:08:29.512Z", "finishedAt": "2026-10-30T00:12:28.994Z", "timeToFirstArtifactMs": 998650, "timeToLastArtifactWriteMs": 3823247, "timeToFirstTokenMs": 30562, "firstTurnTtftMs": 27265, "timeToFirstToolCallMs": 36132 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 61, "byTool": { "list_craftbooks": 1, "list_dir": 4, "read_file": 10, "craftbook_read": 5, "how_do_i": 7, "search": 4, "read_document": 1, "craftbook_write": 6, "invoke_craftbook": 2, "get_task": 3, "stat": 2, "set_task_status": 1, "list_tasks": 1, "write_file": 5, "run_nodejs_script": 3, "replace_in_file": 5, "run_installed_script": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 1826, "filePath": "craftbook-author-gate-script", "bytes": 0, "score": 3, "scoreMax": 5, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the inventory-report craftbook as a reusable template" }, { "atMs": 537386, "filePath": "craftbook-author-gate-script", "bytes": 22, "score": 2, "scoreMax": 5, "signals": [], "failReason": "craftbook \"inventory-health-check\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" }, { "atMs": 552807, "filePath": "craftbook-author-gate-script", "bytes": 22, "score": 2, "scoreMax": 5, "signals": [], "failReason": "craftbook \"inventory-health-check\" has no step gated by a scope:\"craftbook\" script — attach the custom check script to the build step's gate" }, { "atMs": 2211705, "filePath": "craftbook-author-gate-script", "bytes": 4116, "score": 3, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-check\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2477019, "filePath": "craftbook-author-gate-script", "bytes": 4707, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-check\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2768182, "filePath": "craftbook-author-gate-script", "bytes": 4707, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-check\") has status \"canceled\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } ], "latest": { "filePath": "craftbook-author-gate-script", "bytes": 4707, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-check\") has status \"canceled\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T23:08:29.513Z] [trial] id=craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi scenario=craftbook-author-gate-script model=qwen3.8-27b-q4", "[2026-10-29T23:08:29.513Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi", "[2026-10-29T23:08:29.514Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-gate-script-Pyntgs", "[2026-10-29T23:08:29.514Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T23:08:29.514Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T23:08:29.514Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T23:08:29.515Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T23:08:29.517Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-gate-script-Pyntgs", "[2026-10-29T23:08:30.948Z] [trial] daemon spawned pid=3079450 port=https://127.0.0.1:41499", "[2026-10-29T23:08:31.053Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T23:08:31.060Z] [trial] meester=imara", "[2026-10-29T23:08:31.060Z] [trial] running scenario setup hook", "[2026-10-29T23:08:31.212Z] [trial] scenario setup complete", "[2026-10-29T23:08:31.213Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T23:08:31.248Z] [poll] initial digests hard=02443119f0df7c7a soft=0755545faaa9472d", "[2026-10-29T23:08:31.395Z] [poll] hard-progress: 02443119f0df7c7a → f69eab852cd515ad after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-29T23:09:07.001Z] [poll] hard-progress: f69eab852cd515ad → 115c872659d66fa6 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=30,stream=111) sniff=3/0B)", "[2026-10-29T23:09:22.274Z] [poll] hard-progress: 115c872659d66fa6 → 2cbfa27a948c0ca8 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=55,stream=270) sniff=3/0B)", "[2026-10-29T23:09:52.839Z] [poll] hard-progress: 2cbfa27a948c0ca8 → 016e82a918ceae1f after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=84,stream=546) sniff=3/0B)", "[2026-10-29T23:10:28.542Z] [poll] hard-progress: 016e82a918ceae1f → 4e7b668b6d73d31c after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=143,stream=1015) sniff=3/0B)", "[2026-10-29T23:11:09.287Z] [poll] hard-progress: 4e7b668b6d73d31c → dd3cee4509573e3b after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=180,stream=1290) sniff=3/0B)", "[2026-10-29T23:11:34.747Z] [poll] hard-progress: dd3cee4509573e3b → f55fca1ec2dbc9b6 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=221,stream=1546) sniff=3/0B)", "[2026-10-29T23:12:20.540Z] [poll] hard-progress: f55fca1ec2dbc9b6 → cd785ba937f1b448 after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=262,stream=1906) sniff=3/0B)", "[2026-10-29T23:12:40.965Z] [poll] hard-progress: cd785ba937f1b448 → 71342859628083b8 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=289,stream=2069) sniff=3/0B)", "[2026-10-29T23:14:02.629Z] [poll] hard-progress: 71342859628083b8 → fa791a80a920e82b after 82s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=16,slot=477,stream=3913) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 6.9, "compositeIgnoringProseFlag": 6.9, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 8, "why": "sniff 4/5" }, "efficiency": { "score": 5, "why": "budget=0.53 calls=61" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi/result.json", "sha256": "27cde5520f9a3483c95f262196648c05845bdb343c9793b428c52aec9c4c8928" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi/facts.json", "sha256": "b0ae378e8baea5cba2912f8a02843cdc5fb3e5ca9b8ee1466ddb13b229b8e86a" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-29T23-08-29-511Z-7jbi/metrics.json", "sha256": "30880fcaf107fda69ab7473dac00fe026e385b11065a82c85a7a84483f709bc0" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-gate-script", "trialId": "craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit", "success": false, "nonModelFailure": true, "result": { "trialId": "craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit", "scenarioId": "craftbook-author-gate-script", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T00:12:29.903Z", "finishedAt": "2026-10-30T01:14:46.448Z", "durationMs": 3736545, "success": false, "reason": "retry loop (fast-path): sniff \"craftbook-author-gate-script:4:targetnone:fr1q7wvh:rp0:rf0:m0\" stuck for 16m — 3 re-writes (27 tool calls) without sniff movement. Artifact produced but never reached success.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-author-gate-script", "score": 4, "bytes": 5617, "deliverableMissing": false, "milestones": 0, "failReason": "task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, "failureClass": "infra", "failureClassRule": "gate-unevaluable", "failureClassEvidence": "could not be evaluated — pausing without consuming an attempt: Gate script \"verify-inventory-report\" could not run: \"lowStockThreshold\" must" }, "metrics": { "process": { "sampleCount": 735, "peakRssMb": 12948, "peakCpuPercent": 317.2, "firstAtMs": 1, "lastAtMs": 3730520 }, "gpu": { "available": true, "sampleCount": 735, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 735, "peakUsedMb": 59941, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 1127515, "totalOutputTokens": 37558, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 354205, "todayTokensCached": 0, "todayTokensOut": 3240, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 354205, "totalTokensCached": 0, "totalTokensOut": 3240, "totalCost": 0, "medianOutputTokensPerSec": 23.4, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 23.4, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 114617, "outputTokens": 149, "cost": 0, "durationMs": 1046455, "outputTokensPerSec": 14.488640563161711, "at": "2026-10-30T01:05:10.496Z" }, "lastUpdated": "2026-10-30T01:05:10.496Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T01:14:42.351Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3730879, "meanTokensPerSec": 23.16, "genTokensPerSec": 23.16, "genTokens": 37558, "promptTokensPerSec": 633.61, "peakRssMb": 12948, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 354205, "output": 3240 } } } }, "facts": { "trialId": "craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit", "scenarioId": "craftbook-author-gate-script", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 735, "peakRssMb": 12948, "peakCpuPercent": 317.2, "firstAtMs": 1, "lastAtMs": 3730520 }, "gpu": { "available": true, "sampleCount": 735, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 735, "peakUsedMb": 59941, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 1127515, "totalOutputTokens": 37558, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 354205, "todayTokensCached": 0, "todayTokensOut": 3240, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 354205, "totalTokensCached": 0, "totalTokensOut": 3240, "totalCost": 0, "medianOutputTokensPerSec": 23.4, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 23.4, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 114617, "outputTokens": 149, "cost": 0, "durationMs": 1046455, "outputTokensPerSec": 14.488640563161711, "at": "2026-10-30T01:05:10.496Z" }, "lastUpdated": "2026-10-30T01:05:10.496Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T01:14:42.351Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3730879, "meanTokensPerSec": 23.16, "genTokensPerSec": 23.16, "genTokens": 37558, "promptTokensPerSec": 633.61, "peakRssMb": 12948, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 354205, "output": 3240 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 4 }, "steps": { "activated": 4, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 3, "redrives": 0, "perStep": [ { "ref": "inventory-health-check/1", "stepId": "build", "activatedAt": "2026-10-30T00:26:23.641Z", "completedAt": null, "ms": null, "gateRejections": 2, "toolCalls": 17, "sessionIds": [ "198b3624-6bc1-434b-aefe-4e6635044e23" ] }, { "ref": "inventory-health-check/2", "stepId": "build", "activatedAt": "2026-10-30T00:58:52.987Z", "completedAt": null, "ms": null, "gateRejections": 1, "toolCalls": 12, "sessionIds": [ "60eb5fa6-7c2b-4272-90aa-cf961f00982f" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T00:12:31.363Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T00:12:31.349Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 4, "taskScoped": 2, "byGezel": { "archie": 3, "reza": 1 }, "perTask": { "inventory-health-check/1": 1, "inventory-health-check/2": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.5, "maxMessages": 7, "maxContextFill": 0.4240264892578125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.4240264892578125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 2, "tasks": 4, "tasksWithReferences": 2, "items": 10, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/insurance-inventory", "knowledge://bendyline/handboek/craftbook/web-app-crud", "knowledge://bendyline/handboek/craftbooks-overview", "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/insurance-inventory", "knowledge://bendyline/handboek/craftbook/web-app-crud", "knowledge://bendyline/handboek/craftbook/release-artifact-sanity-check" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-author-gate-script:4:targetnone:fr1q7wvh:rp0:rf0:m0\" stuck for 16m — 3 re-writes (27 tool calls) without sniff movement. Artifact produced but never reached success.", "durationMs": 3736545, "timeoutMs": 7200000, "budgetUsedFraction": 0.5189645833333333 }, "timing": { "startedAt": "2026-10-30T00:12:29.903Z", "finishedAt": "2026-10-30T01:14:46.448Z", "timeToFirstArtifactMs": 1172747, "timeToLastArtifactWriteMs": 3727095, "timeToFirstTokenMs": 30713, "firstTurnTtftMs": 27309, "timeToFirstToolCallMs": 34908 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 91, "byTool": { "list_dir": 5, "read_file": 16, "list_craftbooks": 1, "craftbook_read": 5, "how_do_i": 7, "search": 3, "read_document": 1, "craftbook_write": 3, "invoke_craftbook": 2, "get_task": 4, "read_task_notes": 5, "stat": 5, "message_gezel": 2, "set_task_status": 1, "list_project_gezels": 1, "write_file": 5, "run_nodejs_script": 9, "replace_in_file": 5, "write_task_note": 3, "advance_task_step": 3, "read_files": 3, "list_artifacts": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 9 }, "sniff": { "progression": [ { "atMs": 1897, "filePath": "craftbook-author-gate-script", "bytes": 0, "score": 3, "scoreMax": 5, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the inventory-report craftbook as a reusable template" }, { "atMs": 782803, "filePath": "craftbook-author-gate-script", "bytes": 4877, "score": 3, "scoreMax": 5, "signals": [], "failReason": "no task has been created from craftbook \"inventory-health-report\" yet — invoke the craftbook on this project" }, { "atMs": 833904, "filePath": "craftbook-author-gate-script", "bytes": 4877, "score": 3, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1440918, "filePath": "craftbook-author-gate-script", "bytes": 5617, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2534964, "filePath": "craftbook-author-gate-script", "bytes": 5617, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-report\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2785468, "filePath": "craftbook-author-gate-script", "bytes": 5617, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } ], "latest": { "filePath": "craftbook-author-gate-script", "bytes": 5617, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T00:12:29.904Z] [trial] id=craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit scenario=craftbook-author-gate-script model=qwen3.8-27b-q4", "[2026-10-30T00:12:29.904Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit", "[2026-10-30T00:12:29.904Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-gate-script-q0RvKD", "[2026-10-30T00:12:29.904Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T00:12:29.904Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T00:12:29.904Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T00:12:29.904Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-30T00:12:29.905Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-gate-script-q0RvKD", "[2026-10-30T00:12:31.447Z] [trial] daemon spawned pid=3181541 port=https://127.0.0.1:46005", "[2026-10-30T00:12:31.546Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T00:12:31.551Z] [trial] meester=priya", "[2026-10-30T00:12:31.551Z] [trial] running scenario setup hook", "[2026-10-30T00:12:31.689Z] [trial] scenario setup complete", "[2026-10-30T00:12:31.689Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T00:12:31.713Z] [poll] initial digests hard=ab5efe703b1535f1 soft=ecf9cc52ebc0000c", "[2026-10-30T00:12:31.862Z] [poll] hard-progress: ab5efe703b1535f1 → 2989aa01b8569ed2 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T00:13:07.484Z] [poll] hard-progress: 2989aa01b8569ed2 → 3c58322c680b4a5a after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=30,stream=119) sniff=3/0B)", "[2026-10-30T00:13:12.572Z] [poll] hard-progress: 3c58322c680b4a5a → fd14f143ce41bdc0 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=36,stream=164) sniff=3/0B)", "[2026-10-30T00:13:22.773Z] [poll] hard-progress: fd14f143ce41bdc0 → 1de7035ad300e1e0 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=53,stream=287) sniff=3/0B)", "[2026-10-30T00:13:38.077Z] [poll] hard-progress: 1de7035ad300e1e0 → 2ea691e96a2261ce after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=82,stream=512) sniff=3/0B)", "[2026-10-30T00:14:13.756Z] [poll] hard-progress: 2ea691e96a2261ce → 85530eaddf66bec4 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=131,stream=909) sniff=3/0B)", "[2026-10-30T00:14:39.238Z] [poll] hard-progress: 85530eaddf66bec4 → fb1a02006d98ad4f after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=170,stream=1190) sniff=3/0B)", "[2026-10-30T00:15:04.717Z] [poll] hard-progress: fb1a02006d98ad4f → 6fa5a85998c9c3ab after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=209,stream=1456) sniff=3/0B)", "[2026-10-30T00:15:55.636Z] [poll] hard-progress: 6fa5a85998c9c3ab → 2e84d2ab7ab4603d after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=259,stream=1827) sniff=3/0B)", "[2026-10-30T00:16:05.834Z] [poll] hard-progress: 2e84d2ab7ab4603d → 5ba588dd20a0142f after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=277,stream=1948) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5.7, "compositeIgnoringProseFlag": 5.7, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 8, "why": "sniff 4/5" }, "efficiency": { "score": 5, "why": "budget=0.52 calls=91" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit/result.json", "sha256": "75e90f78ffdf2c81a30ce3269cd96e3bcb5843712c117465ae20c36ef0e7fd60" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit/facts.json", "sha256": "e23533a77481ddf13fc0d1a2375fcd7c52005a1b88ab76a90005d9802263c074" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T00-12-29-903Z-clit/metrics.json", "sha256": "5ad22017df06886e65b0d35162282223cb3ad87bf3a6d906825d6b7d4c88415d" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-gate-script", "trialId": "craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i", "success": false, "nonModelFailure": true, "result": { "trialId": "craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i", "scenarioId": "craftbook-author-gate-script", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-30T01:14:47.238Z", "finishedAt": "2026-10-30T02:35:04.295Z", "durationMs": 4817057, "success": false, "reason": "repair-exhausted (score plateau): 6 completed repairs with the scenario score frozen at 4 while the failing detail kept changing; latest checked file craftbook: inventory report gate script. Last failure: task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-author-gate-script", "score": 4, "bytes": 7246, "deliverableMissing": false, "milestones": 0, "failReason": "task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, "failureClass": "infra", "failureClassRule": "sandbox-unavailable", "failureClassEvidence": "denyNet requires an enforceable OS network boundary. This platform has no supported boundary, so the script was not started. logsTail=\"[stde" }, "metrics": { "process": { "sampleCount": 947, "peakRssMb": 13128, "peakCpuPercent": 310.6, "firstAtMs": 0, "lastAtMs": 4809101 }, "gpu": { "available": true, "sampleCount": 947, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 947, "peakUsedMb": 60091, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 1377357, "totalOutputTokens": 52325, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 10, "todayTokensIn": 325561, "todayTokensCached": 124183, "todayTokensOut": 5032, "todayCost": 0, "totalTurns": 10, "totalTokensIn": 325561, "totalTokensCached": 124183, "totalTokensOut": 5032, "totalCost": 0, "medianOutputTokensPerSec": 36.2, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.2, "turns": 10 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 15320, "cachedInputTokens": 15273, "outputTokens": 308, "cost": 0, "durationMs": 76847, "outputTokensPerSec": 38.836513710680876, "at": "2026-10-30T02:34:59.070Z" }, "lastUpdated": "2026-10-30T02:34:59.070Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T02:34:59.421Z" } }, "source": "engine-log" }, "derived": { "durationMs": 4810712, "meanTokensPerSec": 22.31, "genTokensPerSec": 22.31, "genTokens": 52325, "promptTokensPerSec": 651.29, "peakRssMb": 13128, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 325561, "output": 5032 } } } }, "facts": { "trialId": "craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i", "scenarioId": "craftbook-author-gate-script", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 947, "peakRssMb": 13128, "peakCpuPercent": 310.6, "firstAtMs": 0, "lastAtMs": 4809101 }, "gpu": { "available": true, "sampleCount": 947, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 947, "peakUsedMb": 60091, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 1377357, "totalOutputTokens": 52325, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 10, "todayTokensIn": 325561, "todayTokensCached": 124183, "todayTokensOut": 5032, "todayCost": 0, "totalTurns": 10, "totalTokensIn": 325561, "totalTokensCached": 124183, "totalTokensOut": 5032, "totalCost": 0, "medianOutputTokensPerSec": 36.2, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.2, "turns": 10 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 15320, "cachedInputTokens": 15273, "outputTokens": 308, "cost": 0, "durationMs": 76847, "outputTokensPerSec": 38.836513710680876, "at": "2026-10-30T02:34:59.070Z" }, "lastUpdated": "2026-10-30T02:34:59.070Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-30T02:34:59.421Z" } }, "source": "engine-log" }, "derived": { "durationMs": 4810712, "meanTokensPerSec": 22.31, "genTokensPerSec": 22.31, "genTokens": 52325, "promptTokensPerSec": 651.29, "peakRssMb": 13128, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 325561, "output": 5032 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 4 }, "steps": { "activated": 4, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 4, "redrives": 0, "perStep": [ { "ref": "inventory-health-check/1", "stepId": "build-report", "activatedAt": "2026-10-30T01:41:37.132Z", "completedAt": null, "ms": null, "gateRejections": 2, "toolCalls": 7, "sessionIds": [ "15cfe84b-a80a-48af-b4df-7170c78d5f1d" ] }, { "ref": "inventory-health-check/2", "stepId": "build-report", "activatedAt": "2026-10-30T02:30:05.373Z", "completedAt": null, "ms": null, "gateRejections": 2, "toolCalls": 5, "sessionIds": [ "b8079a3a-c23a-41c3-a53f-f5607355a6b3" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-30T01:14:48.649Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-30T01:14:48.630Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 4, "taskScoped": 2, "byGezel": { "amira": 3, "reza": 1 }, "perTask": { "inventory-health-check/1": 1, "inventory-health-check/2": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.5, "maxMessages": 14, "maxContextFill": 0.332977294921875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.332977294921875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 8 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 2, "tasks": 4, "tasksWithReferences": 2, "items": 10, "citations": [ "knowledge://bendyline/handboek/writing-scripts-with-gezel-sdk", "knowledge://bendyline/handboek/craftbook/script-automation", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/browser-qa-audit", "knowledge://bendyline/handboek/craftbook/voiceover-script", "knowledge://bendyline/handboek/craftbook/browser-qa-audit", "knowledge://bendyline/handboek/craftbook/insurance-inventory", "knowledge://bendyline/handboek/craftbook/status-report", "knowledge://bendyline/handboek/craftbook/web-app-crud", "knowledge://bendyline/handboek/craftbook/reception-report" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted (score plateau): 6 completed repairs with the scenario score frozen at 4 while the failing detail kept changing; latest checked file craftbook: inventory report gate script. Last failure: task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "durationMs": 4817057, "timeoutMs": 7200000, "budgetUsedFraction": 0.6690356944444444 }, "timing": { "startedAt": "2026-10-30T01:14:47.238Z", "finishedAt": "2026-10-30T02:35:04.295Z", "timeToFirstArtifactMs": 1912864, "timeToLastArtifactWriteMs": 4811832, "timeToFirstTokenMs": 30832, "firstTurnTtftMs": 27455, "timeToFirstToolCallMs": 36464 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 87, "byTool": { "list_dir": 3, "read_file": 14, "list_craftbooks": 1, "craftbook_read": 5, "how_do_i": 4, "search": 10, "read_document": 5, "craftbook_write": 3, "invoke_craftbook": 2, "save_memory": 1, "get_task": 4, "stat": 5, "read_task_notes": 2, "set_task_status": 1, "write_file": 6, "run_nodejs_script": 4, "replace_in_file": 2, "advance_task_step": 1, "run_installed_script": 14 }, "redFlags": [ { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=2163 h2_count=3 preview=\"The recipe is authored and the run is live. Here's the complete state: ## What was built **A reusable, self-checking c…\"", "atTurn": 7, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." }, { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=2503 h2_count=2 preview=\"Both halves of the job are now done on my side — here's the substantive picture, not a \"still gathering\" note. ## The d…\"", "atTurn": 8, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 1872, "filePath": "craftbook-author-gate-script", "bytes": 0, "score": 3, "scoreMax": 5, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the inventory-report craftbook as a reusable template" }, { "atMs": 1599502, "filePath": "craftbook-author-gate-script", "bytes": 6485, "score": 3, "scoreMax": 5, "signals": [], "failReason": "no task has been created from craftbook \"inventory-health-report\" yet — invoke the craftbook on this project" }, { "atMs": 1614928, "filePath": "craftbook-author-gate-script", "bytes": 6485, "score": 3, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2351115, "filePath": "craftbook-author-gate-script", "bytes": 7081, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2805372, "filePath": "craftbook-author-gate-script", "bytes": 6714, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-report\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 3282197, "filePath": "craftbook-author-gate-script", "bytes": 6879, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-report\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 3317899, "filePath": "craftbook-author-gate-script", "bytes": 7246, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/1 (from craftbook \"inventory-health-report\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 4520150, "filePath": "craftbook-author-gate-script", "bytes": 7246, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 4535551, "filePath": "craftbook-author-gate-script", "bytes": 7246, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"paused\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 4540644, "filePath": "craftbook-author-gate-script", "bytes": 7246, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } ], "latest": { "filePath": "craftbook-author-gate-script", "bytes": 7246, "score": 4, "scoreMax": 5, "signals": [], "failReason": "task inventory-health-check/2 (from craftbook \"inventory-health-report\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-30T01:14:47.238Z] [trial] id=craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i scenario=craftbook-author-gate-script model=qwen3.8-27b-q4", "[2026-10-30T01:14:47.238Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i", "[2026-10-30T01:14:47.238Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-gate-script-fLSmFK", "[2026-10-30T01:14:47.239Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-30T01:14:47.239Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-30T01:14:47.239Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-30T01:14:47.240Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-30T01:14:47.241Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-gate-script-fLSmFK", "[2026-10-30T01:14:48.680Z] [trial] daemon spawned pid=3282156 port=https://127.0.0.1:44141", "[2026-10-30T01:14:48.784Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-30T01:14:48.793Z] [trial] meester=cosima", "[2026-10-30T01:14:48.793Z] [trial] running scenario setup hook", "[2026-10-30T01:14:48.992Z] [trial] scenario setup complete", "[2026-10-30T01:14:48.992Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-30T01:14:49.020Z] [poll] initial digests hard=200a97b216da0b96 soft=ee27ef4aff5a58f3", "[2026-10-30T01:14:49.172Z] [poll] hard-progress: 200a97b216da0b96 → 5f05796ebd6adc53 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-30T01:15:24.840Z] [poll] hard-progress: 5f05796ebd6adc53 → 4f6f4172607cd2b1 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=30,stream=122) sniff=3/0B)", "[2026-10-30T01:15:40.112Z] [poll] hard-progress: 4f6f4172607cd2b1 → 7f4711fadd63e9f3 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=51,stream=256) sniff=3/0B)", "[2026-10-30T01:16:10.622Z] [poll] hard-progress: 7f4711fadd63e9f3 → dd03b7ca3dbe72e2 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=81,stream=507) sniff=3/0B)", "[2026-10-30T01:16:25.940Z] [poll] hard-progress: dd03b7ca3dbe72e2 → a709bbc037148bba after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=114,stream=771) sniff=3/0B)", "[2026-10-30T01:16:46.304Z] [poll] hard-progress: a709bbc037148bba → b700e8c425993dcf after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=137,stream=949) sniff=3/0B)", "[2026-10-30T01:17:01.619Z] [poll] hard-progress: b700e8c425993dcf → 9d1a5892289c086a after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=172,stream=1253) sniff=3/0B)", "[2026-10-30T01:17:22.022Z] [poll] hard-progress: 9d1a5892289c086a → d057a0ab663a1988 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=210,stream=1593) sniff=3/0B)", "[2026-10-30T01:17:52.638Z] [poll] hard-progress: d057a0ab663a1988 → 8d26333a08abb86d after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=16,slot=257,stream=2011) sniff=3/0B)", "[2026-10-30T01:18:33.357Z] [poll] hard-progress: 8d26333a08abb86d → 6941e65b1a28806c after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=17,slot=299,stream=2304) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 5.4, "compositeIgnoringProseFlag": 6.9, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted (score plateau): 6 comp" }, "quality": { "score": 8, "why": "sniff 4/5" }, "efficiency": { "score": 5, "why": "budget=0.67 calls=87" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable,prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i/result.json", "sha256": "46067a349cafc6627afa8fbdc84882284697c8b7e43ff751b12c4523670ef199" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i/facts.json", "sha256": "ad05cd6a2819d1ade39f4fc2e15511ff54caa4846fcad7f76419eb69b82954e1" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-gate-script/craftbook-author-gate-script-qwen3-8-27b-q4-2026-10-30T01-14-47-237Z-iu7i/metrics.json", "sha256": "7d44a826afb1ff0998109afa0a4b36d58d45119615abbcf6a84c5e29c908d0e9" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-linear", "trialId": "craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T17-17-15-580Z-woet", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T17-17-15-580Z-woet", "scenarioId": "craftbook-author-linear", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T17:17:15.581Z", "finishedAt": "2026-10-29T18:11:25.231Z", "durationMs": 3249650, "success": false, "reason": "retry loop (fast-path): sniff \"craftbook-author-linear:6:targetnone:fr1bjnkm5:rp0:rf0:m2\" stuck for 8m — 3 re-writes (12 tool calls) without sniff movement. Artifact produced but never reached success.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T17-17-15-580Z-woet", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-author-linear", "score": 6, "bytes": 7824, "deliverableMissing": false, "milestones": 2, "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 638, "peakRssMb": 14773, "peakCpuPercent": 316, "firstAtMs": 0, "lastAtMs": 3239251 }, "gpu": { "available": true, "sampleCount": 638, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 638, "peakUsedMb": 61375, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 543605, "totalOutputTokens": 50866, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 12, "todayTokensIn": 299078, "todayTokensCached": 148039, "todayTokensOut": 4022, "todayCost": 0, "totalTurns": 12, "totalTokensIn": 299078, "totalTokensCached": 148039, "totalTokensOut": 4022, "totalCost": 0, "medianOutputTokensPerSec": 24.4, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.4, "turns": 12 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 20893, "outputTokens": 379, "cost": 0, "durationMs": 68551, "outputTokensPerSec": 37.55933853831574, "at": "2026-10-29T18:10:48.466Z" }, "lastUpdated": "2026-10-29T18:10:48.466Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T18:11:19.736Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3242593, "meanTokensPerSec": 24.51, "genTokensPerSec": 24.51, "genTokens": 50866, "promptTokensPerSec": 753.97, "peakRssMb": 14773, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 299078, "output": 4022 } } } }, "facts": { "trialId": "craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T17-17-15-580Z-woet", "scenarioId": "craftbook-author-linear", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T17-17-15-580Z-woet", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 638, "peakRssMb": 14773, "peakCpuPercent": 316, "firstAtMs": 0, "lastAtMs": 3239251 }, "gpu": { "available": true, "sampleCount": 638, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 638, "peakUsedMb": 61375, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 543605, "totalOutputTokens": 50866, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 12, "todayTokensIn": 299078, "todayTokensCached": 148039, "todayTokensOut": 4022, "todayCost": 0, "totalTurns": 12, "totalTokensIn": 299078, "totalTokensCached": 148039, "totalTokensOut": 4022, "totalCost": 0, "medianOutputTokensPerSec": 24.4, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.4, "turns": 12 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 20893, "outputTokens": 379, "cost": 0, "durationMs": 68551, "outputTokensPerSec": 37.55933853831574, "at": "2026-10-29T18:10:48.466Z" }, "lastUpdated": "2026-10-29T18:10:48.466Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T18:11:19.736Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3242593, "meanTokensPerSec": 24.51, "genTokensPerSec": 24.51, "genTokens": 50866, "promptTokensPerSec": 753.97, "peakRssMb": 14773, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 299078, "output": 4022 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 2, "completed": 2, "gateApprovals": 2, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "order-intake-cleanup/1", "stepId": "inspect", "activatedAt": "2026-10-29T17:23:39.707Z", "completedAt": "2026-10-29T17:40:51.059Z", "ms": 1031352, "gateRejections": 0, "toolCalls": 10, "sessionIds": [ "74daae5f-a47a-45aa-8ed8-68eab5a12299" ] }, { "ref": "order-intake-cleanup/1", "stepId": "clean", "activatedAt": "2026-10-29T17:40:51.059Z", "completedAt": "2026-10-29T17:57:28.486Z", "ms": 997427, "gateRejections": 0, "toolCalls": 15, "sessionIds": [ "4c32f164-582d-4063-8c8c-5c3c3412ad91" ] }, { "ref": "order-intake-cleanup/1", "stepId": "verify", "activatedAt": "2026-10-29T17:57:28.486Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 12, "sessionIds": [ "cc0b084e-d7df-4337-a19f-5ab34115414b" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T17:17:17.066Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T17:17:17.050Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 1014389.5 }, "sessions": { "total": 7, "taskScoped": 3, "byGezel": { "njeri": 2, "oceane": 2, "ragnar": 2, "reza": 1 }, "perTask": { "order-intake-cleanup/1": 3 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6, "maxMessages": 12, "maxContextFill": 0.17284774780273438, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.17284774780273438 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/dataset-clean", "knowledge://bendyline/handboek/craftbook/tidy-spreadsheet", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/backup-routine" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-author-linear:6:targetnone:fr1bjnkm5:rp0:rf0:m2\" stuck for 8m — 3 re-writes (12 tool calls) without sniff movement. Artifact produced but never reached success.", "durationMs": 3249650, "timeoutMs": 4800000, "budgetUsedFraction": 0.6770104166666666 }, "timing": { "startedAt": "2026-10-29T17:17:15.581Z", "finishedAt": "2026-10-29T18:11:25.231Z", "timeToFirstArtifactMs": 1163884, "timeToLastArtifactWriteMs": 3212885, "timeToFirstTokenMs": 30407, "firstTurnTtftMs": 26928, "timeToFirstToolCallMs": 35355 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Data-Analyst", "Developer", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 105, "byTool": { "list_dir": 3, "read_file": 29, "list_craftbooks": 2, "craftbook_read": 2, "craftbook_write": 1, "invoke_craftbook": 1, "get_task": 4, "list_tasks": 1, "read_task_notes": 4, "stat": 15, "message_gezel": 3, "set_step_deliverable": 6, "list_project_gezels": 1, "search_history": 2, "delegate_developer": 1, "delegate_reviewer": 1, "write_file": 12, "replace_in_file": 6, "write_task_note": 3, "advance_task_step": 2, "run_nodejs_script": 4, "derive_file": 1, "validate": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 10 }, "sniff": { "progression": [ { "atMs": 1901, "filePath": "craftbook-author-linear", "bytes": 0, "score": 3, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 3 steps exists yet — author \"CSV Order Cleanup\" (inspect, clean, verify) as a craftbook template, not as ad-hoc chat work" }, { "atMs": 359476, "filePath": "craftbook-author-linear", "bytes": 28, "score": 3, "scoreMax": 7, "signals": [], "failReason": "no task has been created from craftbook \"csv-order-cleanup\" yet — invoke the craftbook on this project" }, { "atMs": 384970, "filePath": "craftbook-author-linear", "bytes": 28, "score": 3, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1166822, "filePath": "craftbook-author-linear", "bytes": 2875, "score": 4, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1361271, "filePath": "craftbook-author-linear", "bytes": 2871, "score": 4, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1391948, "filePath": "craftbook-author-linear", "bytes": 2079, "score": 4, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2198408, "filePath": "craftbook-author-linear", "bytes": 6728, "score": 5, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2761956, "filePath": "craftbook-author-linear", "bytes": 8835, "score": 6, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2900680, "filePath": "craftbook-author-linear", "bytes": 8084, "score": 6, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 3177251, "filePath": "craftbook-author-linear", "bytes": 8267, "score": 6, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 3213083, "filePath": "craftbook-author-linear", "bytes": 7824, "score": 6, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } ], "latest": { "filePath": "craftbook-author-linear", "bytes": 7824, "score": 6, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T17:17:15.581Z] [trial] id=craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T17-17-15-580Z-woet scenario=craftbook-author-linear model=qwen3.8-27b-q4", "[2026-10-29T17:17:15.582Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T17-17-15-580Z-woet", "[2026-10-29T17:17:15.582Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-linear-zc8qCO", "[2026-10-29T17:17:15.582Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T17:17:15.582Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T17:17:15.582Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T17:17:15.583Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T17:17:15.584Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-linear-zc8qCO", "[2026-10-29T17:17:17.116Z] [trial] daemon spawned pid=2477573 port=https://127.0.0.1:35909", "[2026-10-29T17:17:17.222Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T17:17:17.230Z] [trial] meester=celestine", "[2026-10-29T17:17:17.230Z] [trial] running scenario setup hook", "[2026-10-29T17:17:17.367Z] [trial] scenario setup complete", "[2026-10-29T17:17:17.368Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T17:17:17.391Z] [poll] initial digests hard=11505c5163b3fd2c soft=d721080a61d20a30", "[2026-10-29T17:17:17.543Z] [poll] hard-progress: 11505c5163b3fd2c → fd30c875d16335d8 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-29T17:17:53.194Z] [poll] hard-progress: fd30c875d16335d8 → 462c714c7144c823 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=28,stream=104) sniff=3/0B)", "[2026-10-29T17:18:23.791Z] [poll] hard-progress: 462c714c7144c823 → af9fdce918e211a5 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=96,stream=686) sniff=3/0B)", "[2026-10-29T17:23:15.109Z] [poll] hard-progress: af9fdce918e211a5 → 49e4361d400545ba after 291s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=761,stream=9428) sniff=3/28B)", "[2026-10-29T17:23:40.599Z] [poll] hard-progress: 49e4361d400545ba → b8b5db6f62166a13 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=785,stream=9805) sniff=3/28B)", "[2026-10-29T17:23:50.797Z] [poll] hard-progress: b8b5db6f62166a13 → 2b8a632173ed5b6d after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=798,stream=9911) sniff=3/28B)", "[2026-10-29T17:24:16.389Z] [poll] hard-progress: 2b8a632173ed5b6d → 8b04fbc5b51196ce after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=859,stream=10366) sniff=3/28B)", "[2026-10-29T17:24:42.026Z] [poll] hard-progress: 8b04fbc5b51196ce → 85aae985db5dd03e after 26s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=13,slot=920,stream=11216) sniff=3/28B)", "[2026-10-29T17:24:47.086Z] [poll] hard-progress: 85aae985db5dd03e → a2e2727be8f59f55 after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=2,tools=13,slot=920,stream=11216) sniff=3/28B)", "[2026-10-29T17:25:27.936Z] [poll] hard-progress: a2e2727be8f59f55 → addbf20ae3728ddb after 41s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=4,tools=14,slot=960,stream=11521) sniff=3/28B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 6, "compositeIgnoringProseFlag": 6, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 6/7" }, "efficiency": { "score": 5, "why": "budget=0.68 calls=105" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T17-17-15-580Z-woet/result.json", "sha256": "3488e520f2ec95d825724b4bc31c3458887696715651785f0ec8f32d398fd2cd" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T17-17-15-580Z-woet/facts.json", "sha256": "cf5c8851177752de90cb24456f2163dd14eefd74ba69ec256b9db3da1f33e74c" }, "metrics.json": { "path": 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3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "order-intake-cleanup/1", "stepId": "inspect", "activatedAt": "2026-10-29T18:17:02.016Z", "completedAt": "2026-10-29T18:24:29.003Z", "ms": 446987, "gateRejections": 0, "toolCalls": 6, "sessionIds": [ "d39b5ab6-c1c9-442e-b30c-2f81eac311b4" ] }, { "ref": "order-intake-cleanup/1", "stepId": "clean", "activatedAt": "2026-10-29T18:24:29.003Z", "completedAt": "2026-10-29T18:34:20.202Z", "ms": 591199, "gateRejections": 0, "toolCalls": 11, "sessionIds": [ "cbba56af-2556-473e-a56f-cd0336b390f6" ] }, { "ref": "order-intake-cleanup/1", "stepId": "verify", "activatedAt": "2026-10-29T18:34:20.202Z", "completedAt": "2026-10-29T18:45:38.372Z", "ms": 678170, "gateRejections": 0, "toolCalls": 7, "sessionIds": [ "c2fd157e-5436-4e7a-9209-b6e600ef0c0b" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T18:11:27.078Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T18:11:27.042Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 591199 }, "sessions": { "total": 6, "taskScoped": 3, "byGezel": { "fiamma": 1, "merima": 2, "rashmi": 2, "reza": 1 }, "perTask": { "order-intake-cleanup/1": 3 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6, "maxMessages": 13, "maxContextFill": 0.18361282348632812, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.18361282348632812 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/dataset-clean", "knowledge://bendyline/handboek/craftbook/tidy-spreadsheet", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/backup-routine" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "authored a gated 3-step craftbook, invoked it, ran the task to completion, and all three outputs pass their checks", "durationMs": 2060477, "timeoutMs": 4800000, "budgetUsedFraction": 0.42926604166666665 }, "timing": { "startedAt": "2026-10-29T18:11:25.626Z", "finishedAt": "2026-10-29T18:45:46.103Z", "timeToFirstArtifactMs": 682412, "timeToLastArtifactWriteMs": 2052801, "timeToFirstTokenMs": 30974, "firstTurnTtftMs": 27548, "timeToFirstToolCallMs": 38320 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Data-Analyst", "Developer", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 78, "byTool": { "list_craftbooks": 1, "list_dir": 4, "read_file": 17, "craftbook_read": 3, "craftbook_write": 1, "invoke_craftbook": 1, "get_task": 5, "read_task_notes": 6, "stat": 14, "message_gezel": 2, "list_tasks": 1, "delegate_developer": 1, "write_file": 7, "write_task_note": 3, "advance_task_step": 3, "derive_file": 2, "run_nodejs_script": 5, "replace_in_file": 1, "validate": 1 }, "redFlags": [ { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1660 h2_count=2 preview=\"Done with the authoring and launch. Here's where things stand. ## The reusable recipe is built I authored the **\"CSV O…\"", "atTurn": 1, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." }, { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=2058 h2_count=2 preview=\"The authoring part is complete and the run is in motion. Here's the honest state of both. ## ✅ Recipe authored (the gra…\"", "atTurn": 3, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 1838, "filePath": "craftbook-author-linear", "bytes": 0, "score": 3, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 3 steps exists yet — author \"CSV Order Cleanup\" (inspect, clean, verify) as a craftbook template, not as ad-hoc chat work" }, { "atMs": 308442, "filePath": "craftbook-author-linear", "bytes": 28, "score": 3, "scoreMax": 7, "signals": [], "failReason": "no task has been created from craftbook \"csv-order-cleanup\" yet — invoke the craftbook on this project" }, { "atMs": 339068, "filePath": "craftbook-author-linear", "bytes": 28, "score": 3, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 686537, "filePath": "craftbook-author-linear", "bytes": 902, "score": 4, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1075153, "filePath": "craftbook-author-linear", "bytes": 5390, "score": 5, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1555643, "filePath": "craftbook-author-linear", "bytes": 6422, "score": 6, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1915582, "filePath": "craftbook-author-linear", "bytes": 7261, "score": 6, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2053452, "filePath": "craftbook-author-linear", "bytes": 7261, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-author-linear", "bytes": 7261, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T18:11:25.627Z] [trial] id=craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-11-25-626Z-1whe scenario=craftbook-author-linear model=qwen3.8-27b-q4", "[2026-10-29T18:11:25.627Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-11-25-626Z-1whe", "[2026-10-29T18:11:25.627Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-linear-IOkkoa", "[2026-10-29T18:11:25.627Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T18:11:25.627Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T18:11:25.627Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T18:11:25.627Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T18:11:25.628Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-linear-IOkkoa", "[2026-10-29T18:11:27.063Z] [trial] daemon spawned pid=2583087 port=https://127.0.0.1:44585", "[2026-10-29T18:11:27.163Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T18:11:27.170Z] [trial] meester=celestine", "[2026-10-29T18:11:27.170Z] [trial] running scenario setup hook", "[2026-10-29T18:11:27.325Z] [trial] scenario setup complete", "[2026-10-29T18:11:27.325Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T18:11:27.347Z] [poll] initial digests hard=cbbe153d03ff2acd soft=820d19404fef5cec", "[2026-10-29T18:11:27.517Z] [poll] hard-progress: cbbe153d03ff2acd → 01295c7b1b1b79ce after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-29T18:12:08.283Z] [poll] hard-progress: 01295c7b1b1b79ce → 7a2a502fef4bc672 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=35,stream=155) sniff=3/0B)", "[2026-10-29T18:12:43.993Z] [poll] hard-progress: 7a2a502fef4bc672 → 2a4fbe1c47220e45 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=78,stream=548) sniff=3/0B)", "[2026-10-29T18:16:34.117Z] [poll] hard-progress: 2a4fbe1c47220e45 → 67990f7807f0ba51 after 230s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=648,stream=7762) sniff=3/28B)", "[2026-10-29T18:17:04.732Z] [poll] hard-progress: 67990f7807f0ba51 → 5d72822b98626e9d after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=673,stream=8089) sniff=3/28B)", "[2026-10-29T18:17:25.193Z] [poll] hard-progress: 5d72822b98626e9d → a9abf6838325ce5c after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=691,stream=8218) sniff=3/28B)", "[2026-10-29T18:17:40.566Z] [poll] hard-progress: a9abf6838325ce5c → f54a18dbb3b71649 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=715,stream=8384) sniff=3/28B)", "[2026-10-29T18:17:55.917Z] [poll] hard-progress: f54a18dbb3b71649 → 980657c8112b71cd after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=744,stream=8572) sniff=3/28B)", "[2026-10-29T18:18:06.174Z] [poll] hard-progress: 980657c8112b71cd → 42fe558564567a07 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=12,slot=764,stream=8709) sniff=3/28B)", "[2026-10-29T18:19:12.573Z] [poll] hard-progress: 42fe558564567a07 → 3ea3e3e26f0eed44 after 66s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=13,slot=847,stream=9392) sniff=3/28B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 7.1, "compositeIgnoringProseFlag": 8.6, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.43 calls=78 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable,prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-11-25-626Z-1whe/result.json", "sha256": "445e874e4fd48735380bf344bfe79a6dae3a1201db841091a07f571a50c1680c" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-11-25-626Z-1whe/facts.json", "sha256": "6ab530d9be4b23c1fa98b369c19af9d8ab3a4ad25f3262ba8d34c1e862e9171a" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-11-25-626Z-1whe/metrics.json", "sha256": "e70adad7bfe43ebf2178f9b9a0120d563a727f7f338f128dd4fd3e34cc2e4870" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-author-linear", "trialId": "craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-45-47-099Z-nypb", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-45-47-099Z-nypb", "scenarioId": "craftbook-author-linear", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T18:45:47.100Z", "finishedAt": "2026-10-29T19:21:31.082Z", "durationMs": 2143982, "success": true, "reason": "authored a gated 3-step craftbook, invoked it, ran the task to completion, and all three outputs pass their checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-45-47-099Z-nypb", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 421, "peakRssMb": 13687, "peakCpuPercent": 276.4, "firstAtMs": 1, "lastAtMs": 2135085 }, "gpu": { "available": true, "sampleCount": 421, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 421, "peakUsedMb": 60310, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 438654, "totalOutputTokens": 32000, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 10, "todayTokensIn": 236377, "todayTokensCached": 176682, "todayTokensOut": 1998, "todayCost": 0, "totalTurns": 10, "totalTokensIn": 236377, "totalTokensCached": 176682, "totalTokensOut": 1998, "totalCost": 0, "medianOutputTokensPerSec": 26.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 26.5, "turns": 10 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 15019, "cachedInputTokens": 14658, "outputTokens": 67, "cost": 0, "durationMs": 515951, "outputTokensPerSec": 30.61356542745118, "at": "2026-10-29T19:21:26.312Z" }, "lastUpdated": "2026-10-29T19:21:26.312Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T19:21:27.252Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2138680, "meanTokensPerSec": 25.68, "genTokensPerSec": 25.68, "genTokens": 32000, "promptTokensPerSec": 746.69, "peakRssMb": 13687, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 236377, "output": 1998 } } } }, "facts": { "trialId": "craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-45-47-099Z-nypb", "scenarioId": "craftbook-author-linear", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-45-47-099Z-nypb", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 421, "peakRssMb": 13687, "peakCpuPercent": 276.4, "firstAtMs": 1, "lastAtMs": 2135085 }, "gpu": { "available": true, "sampleCount": 421, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 421, "peakUsedMb": 60310, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 438654, "totalOutputTokens": 32000, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 10, "todayTokensIn": 236377, "todayTokensCached": 176682, "todayTokensOut": 1998, "todayCost": 0, "totalTurns": 10, "totalTokensIn": 236377, "totalTokensCached": 176682, "totalTokensOut": 1998, "totalCost": 0, "medianOutputTokensPerSec": 26.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 26.5, "turns": 10 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 15019, "cachedInputTokens": 14658, "outputTokens": 67, "cost": 0, "durationMs": 515951, "outputTokensPerSec": 30.61356542745118, "at": "2026-10-29T19:21:26.312Z" }, "lastUpdated": "2026-10-29T19:21:26.312Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T19:21:27.252Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2138680, "meanTokensPerSec": 25.68, "genTokensPerSec": 25.68, "genTokens": 32000, "promptTokensPerSec": 746.69, "peakRssMb": 13687, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 236377, "output": 1998 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 2, "completed": 3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "order-intake-cleanup/1", "stepId": "inspect", "activatedAt": "2026-10-29T18:53:37.137Z", "completedAt": "2026-10-29T19:03:43.535Z", "ms": 606398, "gateRejections": 0, "toolCalls": 8, "sessionIds": [ "923b9080-e2c3-4042-bc27-76c2ab1d53da" ] }, { "ref": "order-intake-cleanup/1", "stepId": "clean", "activatedAt": "2026-10-29T19:03:43.536Z", "completedAt": "2026-10-29T19:11:47.487Z", "ms": 483951, "gateRejections": 0, "toolCalls": 7, "sessionIds": [ "ac36423f-ee90-4414-97b9-2add1d554510" ] }, { "ref": "order-intake-cleanup/1", "stepId": "verify", "activatedAt": "2026-10-29T19:11:47.488Z", "completedAt": "2026-10-29T19:21:26.253Z", "ms": 578765, "gateRejections": 0, "toolCalls": 8, "sessionIds": [ "905caec0-7da2-4c88-a06b-40b4320c78d3" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T18:45:48.593Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T18:45:48.566Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 578765 }, "sessions": { "total": 6, "taskScoped": 3, "byGezel": { "chrysanthe": 2, "dante": 3, "reza": 1 }, "perTask": { "order-intake-cleanup/1": 3 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6, "maxMessages": 10, "maxContextFill": 0.17934799194335938, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.17934799194335938 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/tidy-spreadsheet", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/recipe-capture", "knowledge://bendyline/handboek/craftbook/dataset-clean" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "authored a gated 3-step craftbook, invoked it, ran the task to completion, and all three outputs pass their checks", "durationMs": 2143982, "timeoutMs": 4800000, "budgetUsedFraction": 0.4466629166666667 }, "timing": { "startedAt": "2026-10-29T18:45:47.100Z", "finishedAt": "2026-10-29T19:21:31.082Z", "timeToFirstArtifactMs": 916611, "timeToLastArtifactWriteMs": 2139212, "timeToFirstTokenMs": 30862, "firstTurnTtftMs": 27488, "timeToFirstToolCallMs": 35335 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 79, "byTool": { "list_dir": 6, "list_craftbooks": 1, "read_file": 20, "craftbook_read": 3, "craftbook_write": 2, "invoke_craftbook": 1, "get_task": 3, "read_task_notes": 2, "stat": 14, "message_gezel": 4, "list_tasks": 3, "write_file": 7, "write_task_note": 4, "advance_task_step": 3, "validate": 2, "derive_file": 3, "run_installed_script": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 5 }, "sniff": { "progression": [ { "atMs": 1817, "filePath": "craftbook-author-linear", "bytes": 0, "score": 3, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 3 steps exists yet — author \"CSV Order Cleanup\" (inspect, clean, verify) as a craftbook template, not as ad-hoc chat work" }, { "atMs": 446489, "filePath": "craftbook-author-linear", "bytes": 28, "score": 3, "scoreMax": 7, "signals": [], "failReason": "no task has been created from craftbook \"csv-order-cleanup\" yet — invoke the craftbook on this project" }, { "atMs": 472072, "filePath": "craftbook-author-linear", "bytes": 28, "score": 3, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 917000, "filePath": "craftbook-author-linear", "bytes": 2271, "score": 4, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1111379, "filePath": "craftbook-author-linear", "bytes": 1641, "score": 4, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1417801, "filePath": "craftbook-author-linear", "bytes": 6129, "score": 5, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1607045, "filePath": "craftbook-author-linear", "bytes": 6670, "score": 6, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2058006, "filePath": "craftbook-author-linear", "bytes": 8297, "score": 6, "scoreMax": 7, "signals": [], "failReason": "task order-intake-cleanup/1 (from craftbook \"csv-order-cleanup\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 2139849, "filePath": "craftbook-author-linear", "bytes": 8297, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-author-linear", "bytes": 8297, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T18:45:47.101Z] [trial] id=craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-45-47-099Z-nypb scenario=craftbook-author-linear model=qwen3.8-27b-q4", "[2026-10-29T18:45:47.101Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-linear-uc0Jem", "[2026-10-29T18:45:47.101Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-45-47-099Z-nypb", "[2026-10-29T18:45:47.101Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T18:45:47.101Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T18:45:47.101Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T18:45:47.102Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T18:45:47.103Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-linear-uc0Jem", "[2026-10-29T18:45:48.543Z] [trial] daemon spawned pid=2660206 port=https://127.0.0.1:36539", "[2026-10-29T18:45:48.638Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T18:45:48.643Z] [trial] meester=linnea", "[2026-10-29T18:45:48.643Z] [trial] running scenario setup hook", "[2026-10-29T18:45:48.794Z] [trial] scenario setup complete", "[2026-10-29T18:45:48.795Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T18:45:48.817Z] [poll] initial digests hard=e0170e3ccd29edf5 soft=0a63431a0d04c179", "[2026-10-29T18:45:48.981Z] [poll] hard-progress: e0170e3ccd29edf5 → 838f6f5dcecea10d after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=3/0B)", "[2026-10-29T18:46:24.599Z] [poll] hard-progress: 838f6f5dcecea10d → d90e261d88b7b586 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=27,stream=95) sniff=3/0B)", "[2026-10-29T18:46:39.937Z] [poll] hard-progress: d90e261d88b7b586 → da3fb4c11e1eb3c9 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=50,stream=291) sniff=3/0B)", "[2026-10-29T18:47:41.360Z] [poll] hard-progress: da3fb4c11e1eb3c9 → 40584ec8502de131 after 61s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=195,stream=1645) sniff=3/0B)", "[2026-10-29T18:51:46.692Z] [poll] hard-progress: 40584ec8502de131 → 6c62e2ec90832815 after 245s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=803,stream=9439) sniff=3/0B)", "[2026-10-29T18:53:13.649Z] [poll] hard-progress: 6c62e2ec90832815 → a1c723ab334f0604 after 87s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=973,stream=13814) sniff=3/28B)", "[2026-10-29T18:53:39.242Z] [poll] hard-progress: a1c723ab334f0604 → ff0aa7e2ed94ca31 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=992,stream=14021) sniff=3/28B)", "[2026-10-29T18:53:44.339Z] [poll] hard-progress: ff0aa7e2ed94ca31 → f021c954cdb65622 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=998,stream=14060) sniff=3/28B)", "[2026-10-29T18:54:09.955Z] [poll] hard-progress: f021c954cdb65622 → da38e3fb5d18ef7d after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=1055,stream=14471) sniff=3/28B)", "[2026-10-29T18:54:25.315Z] [poll] hard-progress: da38e3fb5d18ef7d → 93794ae5c65cb088 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=1087,stream=14718) sniff=3/28B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.45 calls=79 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-linear/craftbook-author-linear-qwen3-8-27b-q4-2026-10-29T18-45-47-099Z-nypb/result.json", "sha256": "5232a5967e41e3b5a1242c9c6b1059fb71250cac1a3f96322e599b2d314d22ab" }, "facts.json": { "path": 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0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T21:46:37.787Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1558901, "meanTokensPerSec": 27.49, "genTokensPerSec": 27.49, "genTokens": 27413, "promptTokensPerSec": 763.83, "peakRssMb": 13413, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 143037, "output": 5111 } } } }, "facts": { "trialId": "craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-20-37-413Z-pmgu", "scenarioId": "craftbook-author-params", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-20-37-413Z-pmgu", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 307, "peakRssMb": 13413, "peakCpuPercent": 209.8, "firstAtMs": 0, "lastAtMs": 1555839 }, "gpu": { "available": true, "sampleCount": 307, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 307, "peakUsedMb": 60214, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 171699, "totalOutputTokens": 27413, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 7, "todayTokensIn": 143037, "todayTokensCached": 138926, "todayTokensOut": 5111, "todayCost": 0, "totalTurns": 7, "totalTokensIn": 143037, "totalTokensCached": 138926, "totalTokensOut": 5111, "totalCost": 0, "medianOutputTokensPerSec": 31.6, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.6, "turns": 7 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 14052, "cachedInputTokens": 13395, "outputTokens": 1241, "cost": 0, "durationMs": 360030, "outputTokensPerSec": 34.100594884877765, "at": "2026-10-29T21:44:51.658Z" }, "lastUpdated": "2026-10-29T21:44:51.658Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T21:46:37.787Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1558901, "meanTokensPerSec": 27.49, "genTokensPerSec": 27.49, "genTokens": 27413, "promptTokensPerSec": 763.83, "peakRssMb": 13413, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 143037, "output": 5111 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 4 }, "steps": { "activated": 6, "activationEvents": 2, "completed": 3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "regional-sales-rollup/1", "stepId": "rollup", "activatedAt": "2026-10-29T21:25:24.606Z", "completedAt": "2026-10-29T21:32:46.730Z", "ms": 442124, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "780af290-18e3-47ca-ab87-7c8d9ed71ad0" ] }, { "ref": "regional-sales-rollup/1", "stepId": "summary", "activatedAt": "2026-10-29T21:32:46.730Z", "completedAt": "2026-10-29T21:42:19.038Z", "ms": 572308, "gateRejections": 0, "toolCalls": 6, "sessionIds": [ "45797963-761d-4cea-8dfb-67d129dd9015" ] }, { "ref": "regional-sales-rollup/2", "stepId": "rollup", "activatedAt": "2026-10-29T21:25:24.785Z", "completedAt": "2026-10-29T21:36:44.341Z", "ms": 679556, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "6b4ad768-f4f0-4428-940e-7ed8e21fe8a7" ] }, { "ref": "regional-sales-rollup/2", "stepId": "summary", "activatedAt": "2026-10-29T21:36:44.342Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "bade4d6c-5dcd-4978-9c34-e2cdbca1a463" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T21:20:38.806Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T21:20:38.789Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 572308 }, "sessions": { "total": 6, "taskScoped": 4, "byGezel": { "alfredo": 3, "aslan": 2, "reza": 1 }, "perTask": { "regional-sales-rollup/2": 2, "regional-sales-rollup/1": 2 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6666666666666666, "maxMessages": 10, "maxContextFill": 0.12179946899414062, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.12179946899414062 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 2, "tasks": 4, "tasksWithReferences": 2, "items": 10, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/csv-transformer", 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"timeToFirstToolCallMs": 39571 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Data-Analyst", "Copywriter" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 67, "byTool": { "list_craftbooks": 1, "list_dir": 6, "read_file": 10, "craftbook_read": 1, "craftbook_write": 1, "invoke_craftbook": 2, "list_tasks": 3, "get_task": 2, "stat": 6, "read_task_notes": 6, "list_artifacts": 1, "message_gezel": 6, "list_project_gezels": 1, "read_artifact": 4, "write_artifact": 4, "advance_task_step": 2, "write_file": 9, "write_task_note": 1, "make_dir": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 10 }, "sniff": { "progression": [ { "atMs": 1801, "filePath": "craftbook-author-params", "bytes": 0, "score": 4, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the regional sales rollup as a reusable craftbook template, not as ad-hoc chat work" }, { "atMs": 262661, "filePath": "craftbook-author-params", "bytes": 35, "score": 4, "scoreMax": 7, "signals": [], "failReason": "no task has been created from craftbook \"region-sales-rollup\" yet — start the recipe on this project for the north region" }, { "atMs": 288229, "filePath": "craftbook-author-params", "bytes": 35, "score": 5, "scoreMax": 7, "signals": [], "failReason": "out/north-summary.md is 0 bytes, need ≥ 80" }, { "atMs": 1156604, "filePath": "craftbook-author-params", "bytes": 205, "score": 6, "scoreMax": 7, "signals": [], "failReason": "out/south-summary.md is 0 bytes, need ≥ 80" }, { "atMs": 1560027, "filePath": "craftbook-author-params", "bytes": 419, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-author-params", "bytes": 419, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 1303726, "kind": "structured", "gezel": "reza", "question": "**Regional Sales Rollup — north** is finished. - **`out/north-summary.md`** - `…", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-29T21:20:37.414Z] [trial] id=craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-20-37-413Z-pmgu scenario=craftbook-author-params model=qwen3.8-27b-q4", "[2026-10-29T21:20:37.414Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-20-37-413Z-pmgu", "[2026-10-29T21:20:37.414Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-params-AquVMm", "[2026-10-29T21:20:37.414Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T21:20:37.414Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T21:20:37.414Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T21:20:37.415Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T21:20:37.416Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-params-AquVMm", "[2026-10-29T21:20:38.853Z] [trial] daemon spawned pid=2891472 port=https://127.0.0.1:46659", "[2026-10-29T21:20:38.958Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T21:20:38.966Z] [trial] meester=orion", "[2026-10-29T21:20:38.966Z] [trial] running scenario setup hook", "[2026-10-29T21:20:39.102Z] [trial] scenario setup complete", "[2026-10-29T21:20:39.102Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T21:20:39.123Z] [poll] initial digests hard=c7ed3126b5093100 soft=e1b1a45b5b51c777", "[2026-10-29T21:20:39.270Z] [poll] hard-progress: c7ed3126b5093100 → f84be73ce964e40d after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=4/0B)", "[2026-10-29T21:21:20.166Z] [poll] hard-progress: f84be73ce964e40d → 3d5c5c5b082a7cbe after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=41,stream=229) sniff=4/0B)", "[2026-10-29T21:21:30.437Z] [poll] hard-progress: 3d5c5c5b082a7cbe → d8eb6f601065fc83 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=63,stream=404) sniff=4/0B)", "[2026-10-29T21:25:00.121Z] [poll] hard-progress: d8eb6f601065fc83 → 37107dc562a77a14 after 210s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=574,stream=6712) sniff=4/35B)", "[2026-10-29T21:25:25.700Z] [poll] hard-progress: 37107dc562a77a14 → 89a2517078dbbca9 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=600,stream=7063) sniff=5/35B)", "[2026-10-29T21:26:32.208Z] [poll] hard-progress: 89a2517078dbbca9 → 1c422738b4b2b88a after 67s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=9,slot=743,stream=8899) sniff=5/35B)", "[2026-10-29T21:27:33.506Z] [poll] hard-progress: 1c422738b4b2b88a → 5ae34f96905cd9e6 after 61s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=14,slot=842,stream=9823) sniff=5/35B)", "[2026-10-29T21:28:04.059Z] [poll] hard-progress: 5ae34f96905cd9e6 → fb88e316858ae77d after 31s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=15,slot=853,stream=9884) sniff=5/35B)", "[2026-10-29T21:28:24.503Z] [poll] hard-progress: fb88e316858ae77d → 903fa1489c35e991 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=17,slot=889,stream=10138) sniff=5/35B)", "[2026-10-29T21:29:00.332Z] [poll] hard-progress: 903fa1489c35e991 → 91722c5c6757f113 after 36s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=18,slot=977,stream=11475) sniff=5/35B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.29 calls=67 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-20-37-413Z-pmgu/result.json", "sha256": "3052be3a8c22abe4665f098ba3330aa86513686a220db1ef05d3660ee5505db4" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-20-37-413Z-pmgu/facts.json", "sha256": "8bda7856cb39a3681d8dcc5b310018957220898b553969609d4ac7880c72b7e6" }, "metrics.json": { "path": 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"gateRejections": 10, "redrives": 0, "perStep": [ { "ref": "regional-sales-rollup/1", "stepId": "compute", "activatedAt": "2026-10-29T22:33:54.006Z", "completedAt": null, "ms": null, "gateRejections": 5, "toolCalls": 14, "sessionIds": [ "05deb206-cc10-42a8-b370-fee30c9e3354" ] }, { "ref": "regional-sales-rollup/2", "stepId": "compute", "activatedAt": "2026-10-29T22:38:58.556Z", "completedAt": null, "ms": null, "gateRejections": 5, "toolCalls": 13, "sessionIds": [ "6db468f3-e347-4c57-9732-2a28f89ee13b" ] }, { "ref": "regional-sales-rollup/3", "stepId": "compute", "activatedAt": "2026-10-29T22:30:33.222Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "35a9b4f6-6049-4ba7-bf64-91d98aa2f025" ] }, { "ref": "regional-sales-rollup/4", "stepId": "compute", "activatedAt": "2026-10-29T22:30:33.465Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T21:46:44.471Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T21:46:44.444Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 5, "taskScoped": 3, "byGezel": { "eneko": 4, "reza": 1 }, "perTask": { "regional-sales-rollup/1": 1, "regional-sales-rollup/3": 1, "regional-sales-rollup/2": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.5, "maxMessages": 8, "maxContextFill": 0.18267822265625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.18267822265625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 3 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 4, "tasks": 6, "tasksWithReferences": 4, "items": 20, "citations": [ "knowledge://bendyline/handboek/craftbook/month-close", "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/quarterly-summary", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/month-close", "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/quarterly-summary", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/month-close", "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/quarterly-summary", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/craftbook/month-close", "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/quarterly-summary", "knowledge://bendyline/handboek/craftbook/scrape-to-structured" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "authored one parameterized craftbook, ran it twice with different region inputs, and both region summaries exist with distinct contents", "durationMs": 3715430, "timeoutMs": 5400000, "budgetUsedFraction": 0.6880425925925926 }, "timing": { "startedAt": "2026-10-29T21:46:43.025Z", "finishedAt": "2026-10-29T22:48:38.455Z", "timeToFirstArtifactMs": 732317, "timeToLastArtifactWriteMs": 3708824, "timeToFirstTokenMs": 30013, "firstTurnTtftMs": 26569, "timeToFirstToolCallMs": 33131 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Data-Analyst" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 81, "byTool": { "list_craftbooks": 1, "list_dir": 2, "craftbook_read": 2, "read_file": 13, "craftbook_write": 4, "invoke_craftbook": 4, "get_task": 4, "read_task_notes": 6, "stat": 5, "list_project_gezels": 1, "list_gezels": 1, "write_artifact": 19, "message_gezel": 1, "set_task_status": 3, "save_memory": 1, "write_task_note": 5, "read_artifact": 2, "list_artifacts": 1, "advance_task_step": 1, "ask_user_question": 1, "write_file": 4 }, "redFlags": [ { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1429 h2_count=2 preview=\"I authored the reusable recipe myself and kicked off both runs. Here's where things stand. ## What I built A reusable …\"", "atTurn": 1, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." }, { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1191 h2_count=2 preview=\"Found and fixed the root cause. Here's what went wrong and what I did about it. ## The bug The first two runs got stuc…\"", "atTurn": 6, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 1849, "filePath": "craftbook-author-params", "bytes": 0, "score": 4, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the regional sales rollup as a reusable craftbook template, not as ad-hoc chat work" }, { "atMs": 206034, "filePath": "craftbook-author-params", "bytes": 42, "score": 4, "scoreMax": 7, "signals": [], "failReason": "no task has been created from craftbook \"regional-sales-summary\" yet — start the recipe on this project for the north region" }, { "atMs": 231586, "filePath": "craftbook-author-params", "bytes": 42, "score": 5, "scoreMax": 7, "signals": [], "failReason": "out/north-summary.md is 0 bytes, need ≥ 80" }, { "atMs": 3101903, "filePath": "craftbook-author-params", "bytes": 374, "score": 6, "scoreMax": 7, "signals": [], "failReason": "out/south-summary.md is 0 bytes, need ≥ 80" }, { "atMs": 3711430, "filePath": "craftbook-author-params", "bytes": 706, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-author-params", "bytes": 706, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 2966972, "kind": "structured", "gezel": "eneko", "question": "The gate requires tasks/1/numbers.md to exist in the project workspace, but no w…", "chose": "write-in (proceed-now)" } ] }, "miscEvents": [ "[2026-10-29T21:46:43.026Z] [trial] id=craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-46-43-025Z-89p9 scenario=craftbook-author-params model=qwen3.8-27b-q4", "[2026-10-29T21:46:43.026Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-46-43-025Z-89p9", "[2026-10-29T21:46:43.026Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-params-aKxPsf", "[2026-10-29T21:46:43.026Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T21:46:43.026Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T21:46:43.026Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T21:46:43.027Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T21:46:43.029Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-params-aKxPsf", "[2026-10-29T21:46:44.463Z] [trial] daemon spawned pid=2961460 port=https://127.0.0.1:34679", "[2026-10-29T21:46:44.566Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T21:46:44.572Z] [trial] meester=jasper", "[2026-10-29T21:46:44.572Z] [trial] running scenario setup hook", "[2026-10-29T21:46:44.756Z] [trial] scenario setup complete", "[2026-10-29T21:46:44.757Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T21:46:44.781Z] [poll] initial digests hard=9373c2a6f8f1cc64 soft=269f3238af2a9dcf", "[2026-10-29T21:46:44.944Z] [poll] hard-progress: 9373c2a6f8f1cc64 → b88d09f335e862a8 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=4/0B)", "[2026-10-29T21:47:20.607Z] [poll] hard-progress: b88d09f335e862a8 → d2ef5a9afa14fc4e after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=24,stream=55) sniff=4/0B)", "[2026-10-29T21:47:25.692Z] [poll] hard-progress: d2ef5a9afa14fc4e → d25c600e7b3bec53 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=36,stream=133) sniff=4/0B)", "[2026-10-29T21:50:09.097Z] [poll] hard-progress: d25c600e7b3bec53 → 7db2a693ac3e6d6d after 163s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=427,stream=5608) sniff=4/42B)", "[2026-10-29T21:50:34.643Z] [poll] hard-progress: 7db2a693ac3e6d6d → 1e46972b878e9e10 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=453,stream=5915) sniff=5/42B)", "[2026-10-29T21:50:44.913Z] [poll] hard-progress: 1e46972b878e9e10 → 7f0ec7192353858c after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=469,stream=6033) sniff=5/42B)", "[2026-10-29T21:51:00.255Z] [poll] hard-progress: 7f0ec7192353858c → 0ed9d1022a710f04 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=495,stream=6192) sniff=5/42B)", "[2026-10-29T21:51:41.189Z] [poll] hard-progress: 0ed9d1022a710f04 → 32868ddd3bc6e720 after 41s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=13,slot=572,stream=6742) sniff=5/42B)", "[2026-10-29T21:52:57.980Z] [poll] hard-progress: 32868ddd3bc6e720 → cb3b0a547398e0ca after 77s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=18,slot=680,stream=7665) sniff=5/42B)", "[2026-10-29T21:53:28.582Z] [poll] hard-progress: cb3b0a547398e0ca → 57779e539838825e after 31s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=19,slot=689,stream=7705) sniff=5/42B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 7.5, "compositeIgnoringProseFlag": 9, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.69 calls=81" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable,prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-46-43-025Z-89p9/result.json", "sha256": "0b21de14bd050ff0d597003eb9a5b5709c3e0a3fee5ffc8ed4ae9b0bb74f736c" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-46-43-025Z-89p9/facts.json", "sha256": "e97546c96db77a42774998723ada2dbbe317934e0e94d5600d080896a5d9c6b9" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T21-46-43-025Z-89p9/metrics.json", "sha256": "14751f40f522f66508fdd66a31b2309f9c92ed8e263a710d77b71feb555ffe1f" } } }, { "repetition": 3, "modelId": 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"systemMemory": { "sampleCount": 232, "peakUsedMb": 61307, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 146910, "totalOutputTokens": 19692, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 7, "todayTokensIn": 183757, "todayTokensCached": 180861, "todayTokensOut": 1869, "todayCost": 0, "totalTurns": 7, "totalTokensIn": 183757, "totalTokensCached": 180861, "totalTokensOut": 1869, "totalCost": 0, "medianOutputTokensPerSec": 24.6, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.6, "turns": 7 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 8531, "cachedInputTokens": 8341, "outputTokens": 58, "cost": 0, "durationMs": 165964, "outputTokensPerSec": 30.436036266940054, "at": "2026-10-29T23:07:17.720Z" }, "lastUpdated": "2026-10-29T23:07:17.720Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T23:08:17.784Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1176927, "meanTokensPerSec": 26.25, "genTokensPerSec": 26.25, "genTokens": 19692, "promptTokensPerSec": 743.51, "peakRssMb": 14651, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 183757, "output": 1869 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 4 }, "steps": { "activated": 6, "activationEvents": 2, "completed": 3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "regional-sales-rollup/1", "stepId": "compute", "activatedAt": "2026-10-29T22:53:05.433Z", "completedAt": "2026-10-29T22:59:54.823Z", "ms": 409390, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ 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"activatedAt": "2026-10-29T22:48:40.792Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 442830 }, "sessions": { "total": 7, "taskScoped": 4, "byGezel": { "li": 3, "reza": 1, "zsombor": 3 }, "perTask": { "regional-sales-rollup/2": 2, "regional-sales-rollup/1": 2 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6666666666666666, "maxMessages": 11, "maxContextFill": 0.13689422607421875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.13689422607421875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 2, "tasks": 4, "tasksWithReferences": 2, "items": 10, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/recipe-capture", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/csv-transformer", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/recipe-capture", "knowledge://bendyline/handboek/building-ai-apps-inside-gezel" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "authored one parameterized craftbook, ran it twice with different region inputs, and both region summaries exist with distinct contents", "durationMs": 1186287, "timeoutMs": 5400000, "budgetUsedFraction": 0.21968277777777778 }, "timing": { "startedAt": "2026-10-29T22:48:39.288Z", "finishedAt": "2026-10-29T23:08:25.575Z", "timeToFirstArtifactMs": 675555, "timeToLastArtifactWriteMs": 1174740, "timeToFirstTokenMs": 31050, "firstTurnTtftMs": 27558, "timeToFirstToolCallMs": 35565 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Data-Analyst", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 53, "byTool": { "list_craftbooks": 2, "list_dir": 4, "craftbook_read": 1, "read_file": 9, "craftbook_write": 1, "invoke_craftbook": 2, "list_tasks": 1, "get_task": 8, "read_task_notes": 3, "list_project_gezels": 1, "message_gezel": 3, "list_artifacts": 1, "read_artifact": 4, "advance_task_step": 4, "write_artifact": 6, "write_file": 2, "write_task_note": 1 }, "redFlags": [ { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1050 h2_count=2 preview=\"Done — here's what I set up and set in motion: ## The recipe I authored a reusable **Regional Sales Summary** recipe wi…\"", "atTurn": 1, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 1888, "filePath": "craftbook-author-params", "bytes": 0, "score": 4, "scoreMax": 7, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — author the regional sales rollup as a reusable craftbook template, not as ad-hoc chat work" }, { "atMs": 241795, "filePath": "craftbook-author-params", "bytes": 34, "score": 4, "scoreMax": 7, "signals": [], "failReason": "no task has been created from craftbook \"region-sales-summary\" yet — start the recipe on this project for the north region" }, { "atMs": 267423, "filePath": "craftbook-author-params", "bytes": 34, "score": 5, "scoreMax": 7, "signals": [], "failReason": "out/north-summary.md is 0 bytes, need ≥ 80" }, { "atMs": 1050058, "filePath": "craftbook-author-params", "bytes": 197, "score": 6, "scoreMax": 7, "signals": [], "failReason": "out/south-summary.md is 0 bytes, need ≥ 80" }, { "atMs": 1178176, "filePath": "craftbook-author-params", "bytes": 349, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-author-params", "bytes": 349, "score": 7, "scoreMax": 7, "signals": [], "failReason": null } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 1120024, "kind": "structured", "gezel": "reza", "question": "**Region summary — north** is finished. - **`out/north-summary.md`** - `tasks/1…", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-29T22:48:39.289Z] [trial] id=craftbook-author-params-qwen3-8-27b-q4-2026-10-29T22-48-39-287Z-o6n6 scenario=craftbook-author-params model=qwen3.8-27b-q4", "[2026-10-29T22:48:39.289Z] [trial] trialHome=/tmp/gezel-eval-craftbook-author-params-Kqv3dV", "[2026-10-29T22:48:39.289Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T22-48-39-287Z-o6n6", "[2026-10-29T22:48:39.289Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T22:48:39.289Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T22:48:39.289Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T22:48:39.290Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T22:48:39.291Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-author-params-Kqv3dV", "[2026-10-29T22:48:40.827Z] [trial] daemon spawned pid=3061806 port=https://127.0.0.1:38333", "[2026-10-29T22:48:40.932Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T22:48:40.939Z] [trial] meester=bastien", "[2026-10-29T22:48:40.939Z] [trial] running scenario setup hook", "[2026-10-29T22:48:41.060Z] [trial] scenario setup complete", "[2026-10-29T22:48:41.060Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T22:48:41.082Z] [poll] initial digests hard=26bc9eb26eb1581c soft=115b22578ee46f67", "[2026-10-29T22:48:41.234Z] [poll] hard-progress: 26bc9eb26eb1581c → 6205e9229cad9f35 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=4/0B)", "[2026-10-29T22:49:16.864Z] [poll] hard-progress: 6205e9229cad9f35 → e644f81789c81e7d after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=27,stream=100) sniff=4/0B)", "[2026-10-29T22:49:32.212Z] [poll] hard-progress: e644f81789c81e7d → 66098c2b3e6c3ed0 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=49,stream=262) sniff=4/0B)", "[2026-10-29T22:52:41.149Z] [poll] hard-progress: 66098c2b3e6c3ed0 → 48faf22592ab6412 after 189s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=520,stream=5877) sniff=4/34B)", "[2026-10-29T22:53:06.784Z] [poll] hard-progress: 48faf22592ab6412 → d91cf6b874821c36 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=548,stream=6218) sniff=5/34B)", "[2026-10-29T22:53:47.665Z] [poll] hard-progress: d91cf6b874821c36 → 54f2fee3a27eb67b after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=11,slot=624,stream=6714) sniff=5/34B)", "[2026-10-29T22:54:13.224Z] [poll] hard-progress: 54f2fee3a27eb67b → 61b46ceed0baed76 after 26s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=11,slot=650,stream=6938) sniff=5/34B)", "[2026-10-29T22:55:19.948Z] [poll] hard-progress: 61b46ceed0baed76 → 0ce5cdcc19ffac5a after 67s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=15,slot=815,stream=8194) sniff=5/34B)", "[2026-10-29T22:55:50.519Z] [poll] hard-progress: 0ce5cdcc19ffac5a → 2c335a71a8b993b3 after 31s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=16,slot=828,stream=8267) sniff=5/34B)", "[2026-10-29T22:56:46.904Z] [poll] hard-progress: 2c335a71a8b993b3 → 3e9dc6d6d99a7c8c after 56s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=17,slot=944,stream=9122) sniff=5/34B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 7.1, "compositeIgnoringProseFlag": 8.6, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.22 calls=53 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T22-48-39-287Z-o6n6/result.json", "sha256": "209ef2a1a03f4b887c5362f11b3974dfce7c62f3adc33a16ddb8d02709d9a130" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T22-48-39-287Z-o6n6/facts.json", "sha256": "f8020d465326be192a5197aa97cc861744d0b24d0f9f1affecd60b2ce9ef7baa" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-author-params/craftbook-author-params-qwen3-8-27b-q4-2026-10-29T22-48-39-287Z-o6n6/metrics.json", "sha256": "b0ffcb78ee3fc6846e95932d3e45122899d1d519baf8dc2ad34f24cc6aef602d" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-edit-midtask", "trialId": "craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0", "scenarioId": "craftbook-edit-midtask", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T16:02:03.083Z", "finishedAt": "2026-10-29T16:19:13.705Z", "durationMs": 1030622, "success": true, "reason": "diagnosed the unwinnable gate, rewrote the failing step prompt, grew the recipe with a verification step, and completed the task", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 202, "peakRssMb": 13196, "peakCpuPercent": 180, "firstAtMs": 0, "lastAtMs": 1022586 }, "gpu": { "available": true, "sampleCount": 202, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 202, "peakUsedMb": 60709, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 66453, "totalOutputTokens": 19244, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 178378, "todayTokensCached": 168317, "todayTokensOut": 3303, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 178378, "totalTokensCached": 168317, "totalTokensOut": 3303, "totalCost": 0, "medianOutputTokensPerSec": 27.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.9, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 31715, "cachedInputTokens": 31422, "outputTokens": 123, "cost": 0, "durationMs": 12385, "outputTokensPerSec": 27.602790415858664, "at": "2026-10-29T16:19:05.018Z" }, "lastUpdated": "2026-10-29T16:19:05.018Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T16:19:07.802Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1023152, "meanTokensPerSec": 23.7, "genTokensPerSec": 23.7, "genTokens": 19244, "promptTokensPerSec": 714.13, "peakRssMb": 13196, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 178378, "output": 3303 } } } }, "facts": { "trialId": "craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0", "scenarioId": "craftbook-edit-midtask", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 202, "peakRssMb": 13196, "peakCpuPercent": 180, "firstAtMs": 0, "lastAtMs": 1022586 }, "gpu": { "available": true, "sampleCount": 202, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 202, "peakUsedMb": 60709, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 66453, "totalOutputTokens": 19244, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 178378, "todayTokensCached": 168317, "todayTokensOut": 3303, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 178378, "totalTokensCached": 168317, "totalTokensOut": 3303, "totalCost": 0, "medianOutputTokensPerSec": 27.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.9, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 31715, "cachedInputTokens": 31422, "outputTokens": 123, "cost": 0, "durationMs": 12385, "outputTokensPerSec": 27.602790415858664, "at": "2026-10-29T16:19:05.018Z" }, "lastUpdated": "2026-10-29T16:19:05.018Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T16:19:07.802Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1023152, "meanTokensPerSec": 23.7, "genTokensPerSec": 23.7, "genTokens": 19244, "promptTokensPerSec": 714.13, "peakRssMb": 13196, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 178378, "output": 3303 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 2, "completed": 3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "quarterly-brief/1", "stepId": "draft", "activatedAt": "2026-10-29T16:02:04.768Z", "completedAt": "2026-10-29T16:18:18.087Z", "ms": 973319, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "quarterly-brief/1", "stepId": "polish", "activatedAt": "2026-10-29T16:18:18.088Z", "completedAt": "2026-10-29T16:18:52.576Z", "ms": 34488, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "quarterly-brief/1", "stepId": "verify", "activatedAt": "2026-10-29T16:18:52.576Z", "completedAt": "2026-10-29T16:19:04.970Z", "ms": 12394, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T16:02:04.649Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T16:02:04.606Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 34488 }, "sessions": { "total": 3, "taskScoped": 0, "byGezel": { "bento": 1, "rabeya": 1, "reza-2": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 11, "maxContextFill": 0.09613418579101562, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.09613418579101562 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "diagnosed the unwinnable gate, rewrote the failing step prompt, grew the recipe with a verification step, and completed the task", "durationMs": 1030622, "timeoutMs": 2700000, "budgetUsedFraction": 0.38171185185185186 }, "timing": { "startedAt": "2026-10-29T16:02:03.083Z", "finishedAt": "2026-10-29T16:19:13.705Z", "timeToFirstArtifactMs": 930266, "timeToLastArtifactWriteMs": 996628, "timeToFirstTokenMs": 30142, "firstTurnTtftMs": 26653, "timeToFirstToolCallMs": 37886 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Copywriter", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 38, "byTool": { "get_task": 5, "list_tasks": 1, "list_dir": 2, "craftbook_read": 2, "read_file": 5, "read_task_notes": 4, "stat": 4, "craftbook_write": 2, "list_artifacts": 2, "find_files": 1, "message_gezel": 2, "ensure_gezel": 1, "assign_task": 1, "delegate_builder": 1, "advance_task_step": 3, "write_file": 2 }, "redFlags": [ { "gezel": "reza-2", "tool": "(no write_file this turn)", "argsSummary": "content_chars=2119 h2_count=3 preview=\"## Diagnosis I read the task's recipe and compared each step's instructions against what its gate actually checks. The …\"", "atTurn": 1, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." }, { "gezel": "reza-2", "tool": "(no write_file this turn)", "argsSummary": "content_chars=2031 h2_count=3 preview=\"Done — the recipe is fixed and the task is now driving. Here's the full picture: ## Why it kept failing The **`polish`…\"", "atTurn": 2, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 3 }, "sniff": { "progression": [ { "atMs": 1868, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 still carries the original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it" }, { "atMs": 459621, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 932751, "filePath": "craftbook-edit-midtask", "bytes": 705, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 998781, "filePath": "craftbook-edit-midtask", "bytes": 681, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1024224, "filePath": "craftbook-edit-midtask", "bytes": 681, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-edit-midtask", "bytes": 681, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T16:02:03.084Z] [trial] id=craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0 scenario=craftbook-edit-midtask model=qwen3.8-27b-q4", "[2026-10-29T16:02:03.084Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0", "[2026-10-29T16:02:03.084Z] [trial] trialHome=/tmp/gezel-eval-craftbook-edit-midtask-VBBYqr", "[2026-10-29T16:02:03.084Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T16:02:03.084Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T16:02:03.084Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T16:02:03.085Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T16:02:03.085Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-edit-midtask-VBBYqr", "[2026-10-29T16:02:04.619Z] [trial] daemon spawned pid=2363221 port=https://127.0.0.1:40313", "[2026-10-29T16:02:04.712Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T16:02:04.719Z] [trial] meester=zara", "[2026-10-29T16:02:04.719Z] [trial] running scenario setup hook", "[2026-10-29T16:02:04.905Z] [trial] scenario setup complete", "[2026-10-29T16:02:04.906Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T16:02:04.938Z] [poll] initial digests hard=6dbef2ff8d846389 soft=fafd27c45a1a0879", "[2026-10-29T16:02:05.027Z] [poll] hard-progress: 6dbef2ff8d846389 → f5d28ed27a5ba4c8 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T16:02:45.398Z] [poll] hard-progress: f5d28ed27a5ba4c8 → 03dc67fc64dac792 after 40s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=43,stream=233) sniff=1/0B)", "[2026-10-29T16:03:00.635Z] [poll] hard-progress: 03dc67fc64dac792 → 6fdf8a98a1e98b39 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=80,stream=562) sniff=1/0B)", "[2026-10-29T16:05:53.655Z] [poll] hard-progress: 6fdf8a98a1e98b39 → ef67b62b32293251 after 173s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=526,stream=4675) sniff=1/0B)", "[2026-10-29T16:09:42.750Z] [poll] hard-progress: ef67b62b32293251 → d73a076a2090eca7 after 229s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=1068,stream=9900) sniff=3/0B)", "[2026-10-29T16:10:08.099Z] [poll] hard-progress: d73a076a2090eca7 → 7f2d1e033efa8862 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=1099,stream=10120) sniff=3/0B)", "[2026-10-29T16:11:09.191Z] [poll] hard-progress: 7f2d1e033efa8862 → a23cb6b634ad854a after 61s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=1244,stream=12304) sniff=3/0B)", "[2026-10-29T16:12:35.816Z] [poll] hard-progress: a23cb6b634ad854a → a2e1eed8e598c323 after 87s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=1433,stream=13738) sniff=3/0B)", "[2026-10-29T16:12:51.112Z] [poll] hard-progress: a2e1eed8e598c323 → bf37d19fc4a44459 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=16,slot=1472,stream=14031) sniff=3/0B)", "[2026-10-29T16:13:01.252Z] [poll] hard-progress: bf37d19fc4a44459 → b0544e0f022999f9 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=17,slot=1490,stream=14150) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 7.1, "compositeIgnoringProseFlag": 8.6, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.38 calls=38 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable,prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0/result.json", "sha256": "1e1a0fa12ed2e0000f2e7aa69705e212d0bc8af822eb9a39c87e24f13fd4b635" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0/facts.json", "sha256": "d30d064f56e3483daedc15dd2a022921fcfca736395d0766254709d18cbdd46a" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-02-03-083Z-z5q0/metrics.json", "sha256": "4f9e7c2707b3341a3e9b1ef718cf6a97d29d16623e7c16b52f8f5ef513ad4e0c" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-edit-midtask", "trialId": "craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97", "scenarioId": "craftbook-edit-midtask", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T16:19:14.532Z", "finishedAt": "2026-10-29T16:32:34.826Z", "durationMs": 800294, "success": true, "reason": "diagnosed the unwinnable gate, rewrote the failing step prompt, grew the recipe with a verification step, and completed the task", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 157, "peakRssMb": 10052, "peakCpuPercent": 177.8, "firstAtMs": 0, "lastAtMs": 793651 }, "gpu": { "available": true, "sampleCount": 157, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 157, "peakUsedMb": 57812, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 60028, "totalOutputTokens": 13260, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 7, "todayTokensIn": 158571, "todayTokensCached": 151959, "todayTokensOut": 2018, "todayCost": 0, "totalTurns": 7, "totalTokensIn": 158571, "totalTokensCached": 151959, "totalTokensOut": 2018, "totalCost": 0, "medianOutputTokensPerSec": 24.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.3, "turns": 7 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 31599, "cachedInputTokens": 31302, "outputTokens": 126, "cost": 0, "durationMs": 12687, "outputTokensPerSec": 25.24944431022962, "at": "2026-10-29T16:32:27.974Z" }, "lastUpdated": "2026-10-29T16:32:27.974Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T16:32:30.215Z" } }, "source": "engine-log" }, "derived": { "durationMs": 794208, "meanTokensPerSec": 22.35, "genTokensPerSec": 22.35, "genTokens": 13260, "promptTokensPerSec": 709.99, "peakRssMb": 10052, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 158571, "output": 2018 } } } }, "facts": { "trialId": "craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97", "scenarioId": "craftbook-edit-midtask", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 157, "peakRssMb": 10052, "peakCpuPercent": 177.8, "firstAtMs": 0, "lastAtMs": 793651 }, "gpu": { "available": true, "sampleCount": 157, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 157, "peakUsedMb": 57812, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 60028, "totalOutputTokens": 13260, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 7, "todayTokensIn": 158571, "todayTokensCached": 151959, "todayTokensOut": 2018, "todayCost": 0, "totalTurns": 7, "totalTokensIn": 158571, "totalTokensCached": 151959, "totalTokensOut": 2018, "totalCost": 0, "medianOutputTokensPerSec": 24.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.3, "turns": 7 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 31599, "cachedInputTokens": 31302, "outputTokens": 126, "cost": 0, "durationMs": 12687, "outputTokensPerSec": 25.24944431022962, "at": "2026-10-29T16:32:27.974Z" }, "lastUpdated": "2026-10-29T16:32:27.974Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T16:32:30.215Z" } }, "source": "engine-log" }, "derived": { "durationMs": 794208, "meanTokensPerSec": 22.35, "genTokensPerSec": 22.35, "genTokens": 13260, "promptTokensPerSec": 709.99, "peakRssMb": 10052, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 158571, "output": 2018 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 2, "completed": 3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "quarterly-brief/1", "stepId": "draft", "activatedAt": "2026-10-29T16:19:16.142Z", "completedAt": "2026-10-29T16:31:15.369Z", "ms": 719227, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "quarterly-brief/1", "stepId": "polish", "activatedAt": "2026-10-29T16:31:15.369Z", "completedAt": "2026-10-29T16:32:15.220Z", "ms": 59851, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "quarterly-brief/1", "stepId": "verify", "activatedAt": "2026-10-29T16:32:15.220Z", "completedAt": "2026-10-29T16:32:27.937Z", "ms": 12717, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T16:19:15.990Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T16:19:15.963Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 59851 }, "sessions": { "total": 2, "taskScoped": 0, "byGezel": { "reza-2": 1, "tigran": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 10, "maxContextFill": 0.0945587158203125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.0945587158203125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "diagnosed the unwinnable gate, rewrote the failing step prompt, grew the recipe with a verification step, and completed the task", "durationMs": 800294, "timeoutMs": 2700000, "budgetUsedFraction": 0.29640518518518516 }, "timing": { "startedAt": "2026-10-29T16:19:14.532Z", "finishedAt": "2026-10-29T16:32:34.826Z", "timeToFirstArtifactMs": 660219, "timeToLastArtifactWriteMs": 753839, "timeToFirstTokenMs": 30471, "firstTurnTtftMs": 27202, "timeToFirstToolCallMs": 38949 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Copywriter" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 36, "byTool": { "get_task": 6, "list_dir": 1, "search_memory": 1, "read_file": 5, "stat": 6, "read_task_notes": 4, "craftbook_read": 1, "craftbook_write": 1, "list_artifacts": 1, "find_files": 1, "list_project_gezels": 1, "activate_task": 1, "delegate_writer": 2, "advance_task_step": 3, "write_file": 2 }, "redFlags": [ { "gezel": "reza-2", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1674 h2_count=3 preview=\"Here's the diagnosis and what I've fixed. ## Why the gate kept rejecting The failing step was **`polish`** (\"Polish an…\"", "atTurn": 1, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." }, { "gezel": "reza-2", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1429 h2_count=2 preview=\"Quick status on the flagged check: ## The craftbook is already fixed The live copy on task `quarterly-brief/1` already …\"", "atTurn": 3, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 3 }, "sniff": { "progression": [ { "atMs": 1737, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 still carries the original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it" }, { "atMs": 215234, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 663014, "filePath": "craftbook-edit-midtask", "bytes": 531, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 749467, "filePath": "craftbook-edit-midtask", "bytes": 612, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 795186, "filePath": "craftbook-edit-midtask", "bytes": 612, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-edit-midtask", "bytes": 612, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T16:19:14.533Z] [trial] id=craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97 scenario=craftbook-edit-midtask model=qwen3.8-27b-q4", "[2026-10-29T16:19:14.533Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97", "[2026-10-29T16:19:14.533Z] [trial] trialHome=/tmp/gezel-eval-craftbook-edit-midtask-vSHG7H", "[2026-10-29T16:19:14.533Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T16:19:14.534Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T16:19:14.534Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T16:19:14.535Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T16:19:14.536Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-edit-midtask-vSHG7H", "[2026-10-29T16:19:15.975Z] [trial] daemon spawned pid=2378234 port=https://127.0.0.1:33971", "[2026-10-29T16:19:16.075Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T16:19:16.082Z] [trial] meester=soren", "[2026-10-29T16:19:16.082Z] [trial] running scenario setup hook", "[2026-10-29T16:19:16.235Z] [trial] scenario setup complete", "[2026-10-29T16:19:16.235Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T16:19:16.261Z] [poll] initial digests hard=cf7f1e4388fd5f75 soft=8d73df685dfb57bb", "[2026-10-29T16:19:16.335Z] [poll] hard-progress: cf7f1e4388fd5f75 → b91396202523abbc after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T16:19:56.678Z] [poll] hard-progress: b91396202523abbc → ce3e798bcb1cfbcc after 40s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=41,stream=249) sniff=1/0B)", "[2026-10-29T16:20:57.779Z] [poll] hard-progress: ce3e798bcb1cfbcc → 8f102974a106ecea after 61s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=193,stream=1573) sniff=1/0B)", "[2026-10-29T16:22:49.811Z] [poll] hard-progress: 8f102974a106ecea → c592689e0d6a4bb5 after 112s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=440,stream=4219) sniff=3/0B)", "[2026-10-29T16:23:10.090Z] [poll] hard-progress: c592689e0d6a4bb5 → 3a799cbf680511a6 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=455,stream=4321) sniff=3/0B)", "[2026-10-29T16:23:25.371Z] [poll] hard-progress: 3a799cbf680511a6 → 5b3a2aafe932d752 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=494,stream=4628) sniff=3/0B)", "[2026-10-29T16:23:35.546Z] [poll] hard-progress: 5b3a2aafe932d752 → 65156065d704f11f after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=519,stream=4796) sniff=3/0B)", "[2026-10-29T16:23:50.823Z] [poll] hard-progress: 65156065d704f11f → 1db758f6c890e430 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=16,slot=557,stream=5066) sniff=3/0B)", "[2026-10-29T16:23:55.913Z] [poll] hard-progress: 1db758f6c890e430 → 1c816a117ad34a0b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=17,slot=566,stream=5128) sniff=3/0B)", "[2026-10-29T16:24:11.129Z] [poll] hard-progress: 1c816a117ad34a0b → c88bbfacf1ab0c28 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=18,slot=602,stream=5396) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 7.1, "compositeIgnoringProseFlag": 8.6, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.30 calls=36 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable,prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97/result.json", "sha256": "9af718bcde631b4e03acd3d3ef97a97ce37b00a2e29eaf0dc7efb2adf090b3f7" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97/facts.json", "sha256": "74d8b1fe228d9f228a7011dce6b06eda56559e7a9382c6a2187dc8648826efb0" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-19-14-532Z-ab97/metrics.json", "sha256": "6a6a28746eb1c118b0a6397bc488a5c01b0377af29ea23f71f605843e21a98bc" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-edit-midtask", "trialId": "craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr", "scenarioId": "craftbook-edit-midtask", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T16:32:35.975Z", "finishedAt": "2026-10-29T16:49:56.079Z", "durationMs": 1040104, "success": true, "reason": "diagnosed the unwinnable gate, rewrote the failing step prompt, grew the recipe with a verification step, and completed the task", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 204, "peakRssMb": 11832, "peakCpuPercent": 177.5, "firstAtMs": 0, "lastAtMs": 1032206 }, "gpu": { "available": true, "sampleCount": 204, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 204, "peakUsedMb": 59510, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 78037, "totalOutputTokens": 18163, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 135991, "todayTokensCached": 121426, "todayTokensOut": 1797, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 135991, "totalTokensCached": 121426, "totalTokensOut": 1797, "totalCost": 0, "medianOutputTokensPerSec": 27.8, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.8, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7279, "cachedInputTokens": 7131, "outputTokens": 70, "cost": 0, "durationMs": 46928, "outputTokensPerSec": 32.973649752936566, "at": "2026-10-29T16:49:50.320Z" }, "lastUpdated": "2026-10-29T16:49:50.320Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T16:49:52.833Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1032769, "meanTokensPerSec": 23.61, "genTokensPerSec": 23.61, "genTokens": 18163, "promptTokensPerSec": 722.56, "peakRssMb": 11832, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 135991, "output": 1797 } } } }, "facts": { "trialId": "craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr", "scenarioId": "craftbook-edit-midtask", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 204, "peakRssMb": 11832, "peakCpuPercent": 177.5, "firstAtMs": 0, "lastAtMs": 1032206 }, "gpu": { "available": true, "sampleCount": 204, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 204, "peakUsedMb": 59510, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 78037, "totalOutputTokens": 18163, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 135991, "todayTokensCached": 121426, "todayTokensOut": 1797, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 135991, "totalTokensCached": 121426, "totalTokensOut": 1797, "totalCost": 0, "medianOutputTokensPerSec": 27.8, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.8, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7279, "cachedInputTokens": 7131, "outputTokens": 70, "cost": 0, "durationMs": 46928, "outputTokensPerSec": 32.973649752936566, "at": "2026-10-29T16:49:50.320Z" }, "lastUpdated": "2026-10-29T16:49:50.320Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T16:49:52.833Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1032769, "meanTokensPerSec": 23.61, "genTokensPerSec": 23.61, "genTokens": 18163, "promptTokensPerSec": 722.56, "peakRssMb": 11832, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 135991, "output": 1797 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 2, "completed": 3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "quarterly-brief/1", "stepId": "draft", "activatedAt": "2026-10-29T16:32:40.200Z", "completedAt": "2026-10-29T16:47:46.318Z", "ms": 906118, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "quarterly-brief/1", "stepId": "polish", "activatedAt": "2026-10-29T16:47:46.319Z", "completedAt": "2026-10-29T16:48:39.349Z", "ms": 53030, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "quarterly-brief/1", "stepId": "verify", "activatedAt": "2026-10-29T16:48:39.350Z", "completedAt": "2026-10-29T16:49:50.275Z", "ms": 70925, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "d9a0c663-04e3-4e2f-8c96-0df61774c124" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T16:32:37.434Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T16:32:37.412Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 70925 }, "sessions": { "total": 3, "taskScoped": 1, "byGezel": { "kamila": 2, "reza-2": 1 }, "perTask": { "quarterly-brief/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.2, "maxMessages": 8, "maxContextFill": 0.09326934814453125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.09326934814453125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "diagnosed the unwinnable gate, rewrote the failing step prompt, grew the recipe with a verification step, and completed the task", "durationMs": 1040104, "timeoutMs": 2700000, "budgetUsedFraction": 0.3852237037037037 }, "timing": { "startedAt": "2026-10-29T16:32:35.975Z", "finishedAt": "2026-10-29T16:49:56.079Z", "timeToFirstArtifactMs": 569415, "timeToLastArtifactWriteMs": 1031583, "timeToFirstTokenMs": 32663, "firstTurnTtftMs": 26620, "timeToFirstToolCallMs": 38516 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 45, "byTool": { "get_task": 4, "list_dir": 3, "craftbook_read": 1, "read_file": 9, "stat": 4, "read_task_notes": 2, "craftbook_write": 2, "list_project_gezels": 1, "message_gezel": 2, "ensure_gezel": 1, "assign_task": 1, "search_history": 2, "delegate_builder": 1, "advance_task_step": 3, "write_file": 3, "run_nodejs_script": 2, "run_installed_script": 1, "replace_in_file": 2, "write_task_note": 1 }, "redFlags": [ { "gezel": "reza-2", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1519 h2_count=3 preview=\"Diagnosis done and the fix is in — here's the summary: ## Why the gate kept rejecting The `polish` step's gate require…\"", "atTurn": 1, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 4378, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 still carries the original failing step prompt verbatim — read the task's craftbook, find what the final gate demands, and rewrite that step's prompt to instruct it" }, { "atMs": 278996, "filePath": "craftbook-edit-midtask", "bytes": 0, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 573938, "filePath": "craftbook-edit-midtask", "bytes": 618, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 985649, "filePath": "craftbook-edit-midtask", "bytes": 718, "score": 3, "scoreMax": 4, "signals": [], "failReason": "task quarterly-brief/1 has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1036386, "filePath": "craftbook-edit-midtask", "bytes": 718, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-edit-midtask", "bytes": 718, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T16:32:35.977Z] [trial] id=craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr scenario=craftbook-edit-midtask model=qwen3.8-27b-q4", "[2026-10-29T16:32:35.977Z] [trial] trialHome=/tmp/gezel-eval-craftbook-edit-midtask-LlV1rd", "[2026-10-29T16:32:35.977Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T16:32:35.977Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T16:32:35.977Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr", "[2026-10-29T16:32:35.977Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T16:32:35.978Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T16:32:35.979Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-edit-midtask-LlV1rd", "[2026-10-29T16:32:40.031Z] [trial] daemon spawned pid=2436950 port=https://127.0.0.1:41879", "[2026-10-29T16:32:40.139Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T16:32:40.144Z] [trial] meester=nadia", "[2026-10-29T16:32:40.144Z] [trial] running scenario setup hook", "[2026-10-29T16:32:40.313Z] [trial] scenario setup complete", "[2026-10-29T16:32:40.313Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T16:32:40.342Z] [poll] initial digests hard=f8148fb6f115ab8e soft=bc03539d02fa33b6", "[2026-10-29T16:32:40.440Z] [poll] hard-progress: f8148fb6f115ab8e → fe111e34f981d2a5 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T16:33:15.765Z] [poll] hard-progress: fe111e34f981d2a5 → 6a2db7c15a9136d5 after 35s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=31,stream=138) sniff=1/0B)", "[2026-10-29T16:33:41.167Z] [poll] hard-progress: 6a2db7c15a9136d5 → 683e814f26f22106 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=93,stream=728) sniff=1/0B)", "[2026-10-29T16:37:15.027Z] [poll] hard-progress: 683e814f26f22106 → e6b50bb43aad0049 after 214s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=631,stream=6410) sniff=3/0B)", "[2026-10-29T16:37:45.498Z] [poll] hard-progress: e6b50bb43aad0049 → e66f595c2596590f after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=674,stream=6751) sniff=3/0B)", "[2026-10-29T16:38:16.065Z] [poll] hard-progress: e66f595c2596590f → c5153415ad775a58 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=750,stream=7559) sniff=3/0B)", "[2026-10-29T16:38:21.108Z] [poll] hard-progress: c5153415ad775a58 → 340bb817bd772057 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=753,stream=7576) sniff=3/0B)", "[2026-10-29T16:38:36.320Z] [poll] hard-progress: 340bb817bd772057 → b17256e69c7a8841 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=762,stream=7634) sniff=3/0B)", "[2026-10-29T16:39:06.882Z] [poll] hard-progress: b17256e69c7a8841 → 63081776b81075bc after 31s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=14,slot=838,stream=8581) sniff=3/0B)", "[2026-10-29T16:39:42.499Z] [poll] hard-progress: 63081776b81075bc → cb882410ec36671f after 36s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=15,slot=908,stream=9187) sniff=3/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 7.1, "compositeIgnoringProseFlag": 8.6, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.39 calls=45 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr/result.json", "sha256": "0919e11884d35c08ba8dba2a060ac1563bed8d0d3c0299d0dcb31699e639d285" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr/facts.json", "sha256": "006f5a0841203707ebc415b28764d4dc834dfa90eec6b4cb60a482065f929179" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-edit-midtask/craftbook-edit-midtask-qwen3-8-27b-q4-2026-10-29T16-32-35-974Z-3mzr/metrics.json", "sha256": "8ca1f356407f407a6174bc17deb86b0a0edf31e2839ca3efccdc41d075737e0a" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-export-generalize", "trialId": "craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7", "scenarioId": "craftbook-export-generalize", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T20:24:58.047Z", "finishedAt": "2026-10-29T20:40:45.977Z", "durationMs": 947930, "success": true, "reason": "did the Q1 pass, generalized it into a saved reusable craftbook, ran that craftbook to completion, and the Q2 outputs are genuinely derived from the Q2 list", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 186, "peakRssMb": 13043, "peakCpuPercent": 314.8, "firstAtMs": 0, "lastAtMs": 940686 }, "gpu": { "available": true, "sampleCount": 186, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 186, "peakUsedMb": 59982, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 108873, "totalOutputTokens": 17094, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 150849, "todayTokensCached": 135611, "todayTokensOut": 2658, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 150849, "totalTokensCached": 135611, "totalTokensOut": 2658, "totalCost": 0, "medianOutputTokensPerSec": 30.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 30.5, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 11412, "cachedInputTokens": 11150, "outputTokens": 55, "cost": 0, "durationMs": 52026, "outputTokensPerSec": 35.762607809361455, "at": "2026-10-29T20:40:37.424Z" }, "lastUpdated": "2026-10-29T20:40:37.424Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T20:40:41.774Z" } }, "source": "engine-log" }, "derived": { "durationMs": 942255, "meanTokensPerSec": 26.51, "genTokensPerSec": 26.51, "genTokens": 17094, "promptTokensPerSec": 775.19, "peakRssMb": 13043, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 150849, "output": 2658 } } } }, "facts": { "trialId": "craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7", "scenarioId": "craftbook-export-generalize", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 186, "peakRssMb": 13043, "peakCpuPercent": 314.8, "firstAtMs": 0, "lastAtMs": 940686 }, "gpu": { "available": true, "sampleCount": 186, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 186, "peakUsedMb": 59982, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 108873, "totalOutputTokens": 17094, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 150849, "todayTokensCached": 135611, "todayTokensOut": 2658, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 150849, "totalTokensCached": 135611, "totalTokensOut": 2658, "totalCost": 0, "medianOutputTokensPerSec": 30.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 30.5, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 11412, "cachedInputTokens": 11150, "outputTokens": 55, "cost": 0, "durationMs": 52026, "outputTokensPerSec": 35.762607809361455, "at": "2026-10-29T20:40:37.424Z" }, "lastUpdated": "2026-10-29T20:40:37.424Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T20:40:41.774Z" } }, "source": "engine-log" }, "derived": { "durationMs": 942255, "meanTokensPerSec": 26.51, "genTokensPerSec": 26.51, "genTokens": 17094, "promptTokensPerSec": 775.19, "peakRssMb": 13043, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 150849, "output": 2658 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 4, "activationEvents": 1, "completed": 2, "gateApprovals": 2, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "supplier-intake/1", "stepId": "check", "activatedAt": "2026-10-29T20:35:02.826Z", "completedAt": "2026-10-29T20:39:07.993Z", "ms": 245167, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "f5a15638-8c5d-4ce4-853f-0faca6aceaa4" ] }, { "ref": "supplier-intake/1", "stepId": "write", "activatedAt": "2026-10-29T20:39:07.994Z", "completedAt": "2026-10-29T20:40:37.396Z", "ms": 89402, "gateRejections": 0, "toolCalls": 9, "sessionIds": [ "490e2011-d02b-4f5f-b954-be951cae5ff1" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T20:24:59.457Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T20:24:59.434Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 167284.5 }, "sessions": { "total": 4, "taskScoped": 2, "byGezel": { "athanasios": 1, "daniyar": 1, "malai": 1, "reza": 1 }, "perTask": { "supplier-intake/1": 2 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.5, "maxMessages": 8, "maxContextFill": 0.10018157958984375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.10018157958984375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/quarterly-summary", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/receipt-intake", "knowledge://bendyline/handboek/craftbook/scrape-to-structured" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "did the Q1 pass, generalized it into a saved reusable craftbook, ran that craftbook to completion, and the Q2 outputs are genuinely derived from the Q2 list", "durationMs": 947930, "timeoutMs": 4800000, "budgetUsedFraction": 0.19748541666666666 }, "timing": { "startedAt": "2026-10-29T20:24:58.047Z", "finishedAt": "2026-10-29T20:40:45.977Z", "timeToFirstArtifactMs": 552920, "timeToLastArtifactWriteMs": 939378, "timeToFirstTokenMs": 30845, "firstTurnTtftMs": 27483, "timeToFirstToolCallMs": 93949 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Builder", "Data-Analyst", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 40, "byTool": { "list_dir": 2, "read_file": 11, "list_craftbooks": 1, "ensure_gezel": 1, "craftbook_read": 1, "message_gezel": 1, "craftbook_write": 1, "invoke_craftbook": 1, "get_task": 2, "write_file": 5, "read_files": 2, "read_artifact": 3, "write_task_note": 3, "advance_task_step": 3, "write_artifact": 1, "derive_file": 2 }, "redFlags": [ { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=2009 h2_count=3 preview=\"All done — everything landed and verified. Here's the wrap-up: ## Q1 — hand pass ✅ - **`out/q1-intake.md`** — 8 records…\"", "atTurn": 5, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 1826, "filePath": "craftbook-export-generalize", "bytes": 0, "score": 1, "scoreMax": 6, "signals": [], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" }, { "atMs": 487443, "filePath": "craftbook-export-generalize", "bytes": 17, "score": 1, "scoreMax": 6, "signals": [], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" }, { "atMs": 554030, "filePath": "craftbook-export-generalize", "bytes": 1890, "score": 3, "scoreMax": 6, "signals": [], "failReason": "no task has been created from craftbook \"quarterly-supplier-intake\" yet — invoke it on this project so the Q2 pass is produced BY the recipe" }, { "atMs": 605261, "filePath": "craftbook-export-generalize", "bytes": 1890, "score": 3, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"quarterly-supplier-intake\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 676925, "filePath": "craftbook-export-generalize", "bytes": 3759, "score": 5, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"quarterly-supplier-intake\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 922761, "filePath": "craftbook-export-generalize", "bytes": 3633, "score": 5, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"quarterly-supplier-intake\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 943266, "filePath": "craftbook-export-generalize", "bytes": 3633, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-export-generalize", "bytes": 3633, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 942234, "kind": "structured", "gezel": "reza", "question": "**Q2 supplier intake** is finished. - **`tasks/1/flags.md`**", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-29T20:24:58.048Z] [trial] id=craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7 scenario=craftbook-export-generalize model=qwen3.8-27b-q4", "[2026-10-29T20:24:58.049Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7", "[2026-10-29T20:24:58.049Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T20:24:58.049Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T20:24:58.049Z] [trial] trialHome=/tmp/gezel-eval-craftbook-export-generalize-lXoMer", "[2026-10-29T20:24:58.049Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T20:24:58.050Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T20:24:58.052Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-export-generalize-lXoMer", "[2026-10-29T20:24:59.487Z] [trial] daemon spawned pid=2795632 port=https://127.0.0.1:42829", "[2026-10-29T20:24:59.595Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T20:24:59.604Z] [trial] meester=torsten", "[2026-10-29T20:24:59.604Z] [trial] running scenario setup hook", "[2026-10-29T20:24:59.745Z] [trial] scenario setup complete", "[2026-10-29T20:24:59.746Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T20:24:59.774Z] [poll] initial digests hard=8ab3f50effff3ed7 soft=ae9787197d67840c", "[2026-10-29T20:24:59.930Z] [poll] hard-progress: 8ab3f50effff3ed7 → 471ccb68bc5b8ca1 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T20:26:32.083Z] [poll] hard-progress: 471ccb68bc5b8ca1 → 17625ceec669e6f1 after 92s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=179,stream=1433) sniff=1/0B)", "[2026-10-29T20:28:24.589Z] [poll] hard-progress: 17625ceec669e6f1 → 5426a6d9b16b3d9a after 113s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=458,stream=3996) sniff=1/0B)", "[2026-10-29T20:28:34.765Z] [poll] hard-progress: 5426a6d9b16b3d9a → 80987b1c1f9197d6 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=471,stream=4079) sniff=1/0B)", "[2026-10-29T20:33:05.527Z] [poll] hard-progress: 80987b1c1f9197d6 → 8cce03cd77508a1b after 271s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=8,slot=1100,stream=12311) sniff=1/17B)", "[2026-10-29T20:34:12.107Z] [poll] hard-progress: 8cce03cd77508a1b → 1a25a8809860d6ad after 67s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=1216,stream=14048) sniff=3/1890B)", "[2026-10-29T20:34:32.623Z] [poll] hard-progress: 1a25a8809860d6ad → 075fb81b28de7068 after 21s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=11,slot=1228,stream=14141) sniff=3/1890B)", "[2026-10-29T20:35:03.374Z] [poll] hard-progress: 075fb81b28de7068 → 30e64de215b4d934 after 31s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=14,slot=1268,stream=14479) sniff=3/1890B)", "[2026-10-29T20:35:49.285Z] [poll] hard-progress: 30e64de215b4d934 → f9e622533d15352e after 46s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=4,tools=16,slot=1322,stream=14863) sniff=3/1890B)", "[2026-10-29T20:36:04.772Z] [poll] hard-progress: f9e622533d15352e → 78b2e81d62f0144b after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=4,tools=16,slot=1349,stream=15432) sniff=3/1890B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 7.1, "compositeIgnoringProseFlag": 8.6, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.20 calls=40 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7/result.json", "sha256": "1701348065d564c7f3928c6e2cff8ff163cb3444c8f5698cb3f4825363d2846b" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7/facts.json", "sha256": "a0197cbd40f7f1b7c7b5fd121211eb2f2f764be2ba9b00c0534c99733decd6c0" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-24-58-047Z-8by7/metrics.json", "sha256": "37265fc9ec30621056f7d827baa828c155db50d8507a505311ddab6b210f435f" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-export-generalize", "trialId": 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[], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" }, { "atMs": 1153370, "filePath": "craftbook-export-generalize", "bytes": 1816, "score": 3, "scoreMax": 6, "signals": [], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" }, { "atMs": 1178968, "filePath": "craftbook-export-generalize", "bytes": 2099, "score": 5, "scoreMax": 6, "signals": [], "failReason": "out/q1-clean.json does not exist yet — write the cleaned Q1 supplier records there as one list of supplier entries" }, { "atMs": 1312258, "filePath": "craftbook-export-generalize", "bytes": 3364, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-export-generalize", "bytes": 3364, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 1177092, "kind": "structured", "gezel": "reza", "question": "**Q2 supplier intake — recipe run** is finished. - **`out/q2-clean.json`** - `t…", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-29T20:40:46.440Z] [trial] id=craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-40-46-440Z-4k95 scenario=craftbook-export-generalize model=qwen3.8-27b-q4", "[2026-10-29T20:40:46.440Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-40-46-440Z-4k95", "[2026-10-29T20:40:46.441Z] [trial] trialHome=/tmp/gezel-eval-craftbook-export-generalize-hm3NXO", "[2026-10-29T20:40:46.441Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T20:40:46.441Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T20:40:46.441Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T20:40:46.441Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T20:40:46.442Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-export-generalize-hm3NXO", "[2026-10-29T20:40:47.981Z] [trial] daemon spawned pid=2856654 port=https://127.0.0.1:43661", "[2026-10-29T20:40:48.081Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T20:40:48.085Z] [trial] meester=sulien", "[2026-10-29T20:40:48.085Z] [trial] running scenario setup hook", "[2026-10-29T20:40:48.199Z] [trial] scenario setup complete", "[2026-10-29T20:40:48.200Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T20:40:48.223Z] [poll] initial digests hard=3e158bc86816b58e soft=60c8c208d7b4e456", "[2026-10-29T20:40:48.363Z] [poll] hard-progress: 3e158bc86816b58e → 0c72ce624edb3460 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T20:43:11.706Z] [poll] hard-progress: 0c72ce624edb3460 → d39995a2c050cc6a after 143s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=310,stream=2475) sniff=1/0B)", "[2026-10-29T20:46:36.408Z] [poll] hard-progress: d39995a2c050cc6a → ee0c3cc8c9f1226c after 205s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=775,stream=6636) sniff=1/0B)", "[2026-10-29T20:51:23.054Z] [poll] hard-progress: ee0c3cc8c9f1226c → d5c528549e2d4eab after 287s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=1434,stream=14662) sniff=1/18B)", "[2026-10-29T20:54:22.802Z] [poll] hard-progress: d5c528549e2d4eab → 63fda8d3930db556 after 180s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=1833,stream=18261) sniff=1/18B)", "[2026-10-29T20:55:08.921Z] [poll] hard-progress: 63fda8d3930db556 → 6fdd31d6c16fdc6a after 46s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=9,slot=1906,stream=19249) sniff=1/18B)", "[2026-10-29T20:55:24.206Z] [poll] hard-progress: 6fdd31d6c16fdc6a → 687d3d75af5dd23d after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=1,tools=9,slot=1911,stream=19282) sniff=1/18B)", "[2026-10-29T20:55:54.837Z] [poll] hard-progress: 687d3d75af5dd23d → e047a83e197f4343 after 31s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=4,tools=10,slot=1953,stream=19617) sniff=1/18B)", "[2026-10-29T20:56:40.758Z] [poll] hard-progress: e047a83e197f4343 → 22d2ebd26e14cfba after 46s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=4,tools=13,slot=1972,stream=19744) sniff=1/18B)", "[2026-10-29T20:57:11.362Z] [poll] hard-progress: 22d2ebd26e14cfba → e1a0dc43f04b51a0 after 31s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=4,tools=14,slot=2028,stream=20636) sniff=1/18B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9, "compositeIgnoringProseFlag": 9, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.27 calls=27" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T20-40-46-440Z-4k95/result.json", "sha256": "10fab2c03b24ae4c956a7a4ce59a59bcf2692a8edf7b06fa4ac39e7e2889e217" }, "facts.json": { "path": 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"peakUsedMb": 59363, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 96788, "totalOutputTokens": 18691, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 159185, "todayTokensCached": 141836, "todayTokensOut": 3503, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 159185, "totalTokensCached": 141836, "totalTokensOut": 3503, "totalCost": 0, "medianOutputTokensPerSec": 24.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.1, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 9851, "cachedInputTokens": 9664, "outputTokens": 85, "cost": 0, "durationMs": 248757, "outputTokensPerSec": 25.774216026591628, "at": "2026-10-29T21:20:29.875Z" }, "lastUpdated": "2026-10-29T21:20:29.875Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, 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"genTokens": 18691, "promptTokensPerSec": 768.69, "peakRssMb": 12426, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 159185, "output": 3503 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 4, "activationEvents": 1, "completed": 2, "gateApprovals": 2, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "supplier-intake/1", "stepId": "check", "activatedAt": "2026-10-29T21:13:17.448Z", "completedAt": "2026-10-29T21:15:19.416Z", "ms": 121968, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "c17a3189-60a3-4b81-b65d-ba154bb7f892" ] }, { "ref": "supplier-intake/1", "stepId": "report", "activatedAt": "2026-10-29T21:15:19.417Z", "completedAt": "2026-10-29T21:20:29.789Z", "ms": 310372, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "c17a3189-60a3-4b81-b65d-ba154bb7f892" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T21:02:45.144Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T21:02:45.117Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 216170 }, "sessions": { "total": 3, "taskScoped": 1, "byGezel": { "dwi": 2, "reza": 1 }, "perTask": { "supplier-intake/1": 1 }, "reusedAcrossSteps": 1, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.25, "maxMessages": 8, "maxContextFill": 0.11537933349609375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.11537933349609375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/quarterly-summary", "knowledge://bendyline/handboek/craftbook/recipe-capture", "knowledge://bendyline/handboek/craftbook/automation-recipe", "knowledge://bendyline/handboek/craftbook/receipt-intake" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "did the Q1 pass, generalized it into a saved reusable craftbook, ran that craftbook to completion, and the Q2 outputs are genuinely derived from the Q2 list", "durationMs": 1070318, "timeoutMs": 4800000, "budgetUsedFraction": 0.22298291666666667 }, "timing": { "startedAt": "2026-10-29T21:02:43.663Z", "finishedAt": "2026-10-29T21:20:33.981Z", "timeToFirstArtifactMs": 296542, "timeToLastArtifactWriteMs": 1066212, "timeToFirstTokenMs": 31004, "firstTurnTtftMs": 27732, "timeToFirstToolCallMs": 103758 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 31, "byTool": { "read_file": 9, "list_craftbooks": 1, "list_dir": 2, "delegate_developer": 1, "craftbook_read": 1, "craftbook_write": 1, "invoke_craftbook": 1, "get_task": 1, "stat": 2, "read_task_notes": 1, "write_file": 6, "run_nodejs_script": 1, "validate": 1, "write_artifact": 1, "write_task_note": 1, "advance_task_step": 1 }, "redFlags": [ { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1588 h2_count=3 preview=\"All three parts are done — here's the shape of it: ## 1. Q1 pass (by hand, as intended) Checked all 8 records against t…\"", "atTurn": 3, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." }, { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1792 h2_count=3 preview=\"Everything is in place. Here's the full status: ## ✅ Q1 — done by hand - `out/q1-intake.md` — short report: source, wha…\"", "atTurn": 5, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." }, { "gezel": "reza", "tool": "(no write_file this turn)", "argsSummary": "content_chars=1718 h2_count=2 preview=\"The Q2 recipe run is dispatched and in flight — no further tool call advances it from here; the runtime drives it stepwi…\"", "atTurn": 6, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 13 }, "sniff": { "progression": [ { "atMs": 1780, "filePath": "craftbook-export-generalize", "bytes": 0, "score": 1, "scoreMax": 6, "signals": [], "failReason": "out/q1-intake.md does not exist yet — write the short Q1 intake report there: what you checked and which suppliers have an impossible lead time" }, { "atMs": 297845, "filePath": "craftbook-export-generalize", "bytes": 798, "score": 2, "scoreMax": 6, "signals": [], "failReason": "out/q1-clean.json does not exist yet — write the cleaned Q1 supplier records there as one list of supplier entries" }, { "atMs": 313176, "filePath": "craftbook-export-generalize", "bytes": 1740, "score": 3, "scoreMax": 6, "signals": [], "failReason": "no reusable authored craftbook with at least 2 steps exists yet — generalize the Q1 pass into a saved reusable recipe (export the finished task with export_task_craftbook, or author it with craftbook_write)" }, { "atMs": 609798, "filePath": "craftbook-export-generalize", "bytes": 1758, "score": 3, "scoreMax": 6, "signals": [], "failReason": "no task has been created from craftbook \"supplier-intake\" yet — invoke it on this project so the Q2 pass is produced BY the recipe" }, { "atMs": 635377, "filePath": "craftbook-export-generalize", "bytes": 1758, "score": 3, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"supplier-intake\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 917231, "filePath": "craftbook-export-generalize", "bytes": 3330, "score": 5, "scoreMax": 6, "signals": [], "failReason": "task supplier-intake/1 (from craftbook \"supplier-intake\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1066219, "filePath": "craftbook-export-generalize", "bytes": 3330, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-export-generalize", "bytes": 3330, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T21:02:43.664Z] [trial] id=craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T21-02-43-663Z-2uk7 scenario=craftbook-export-generalize model=qwen3.8-27b-q4", "[2026-10-29T21:02:43.664Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-export-generalize/craftbook-export-generalize-qwen3-8-27b-q4-2026-10-29T21-02-43-663Z-2uk7", "[2026-10-29T21:02:43.664Z] [trial] trialHome=/tmp/gezel-eval-craftbook-export-generalize-mTH4bu", "[2026-10-29T21:02:43.664Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T21:02:43.664Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T21:02:43.664Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T21:02:43.665Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T21:02:43.665Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-export-generalize-mTH4bu", "[2026-10-29T21:02:45.102Z] [trial] daemon spawned pid=2875712 port=https://127.0.0.1:45519", "[2026-10-29T21:02:45.195Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T21:02:45.200Z] [trial] meester=anika", "[2026-10-29T21:02:45.200Z] [trial] running scenario setup hook", "[2026-10-29T21:02:45.324Z] [trial] scenario setup complete", "[2026-10-29T21:02:45.324Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T21:02:45.351Z] [poll] initial digests hard=d2ab660049360285 soft=06c6ab30fd9095ac", "[2026-10-29T21:02:45.494Z] [poll] hard-progress: d2ab660049360285 → f729e94314360604 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T21:04:27.596Z] [poll] hard-progress: f729e94314360604 → 3eb6f8e690b0fadf after 102s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=204,stream=1656) sniff=1/0B)", "[2026-10-29T21:06:50.588Z] [poll] hard-progress: 3eb6f8e690b0fadf → f35481de519dbaa8 after 143s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=6,slot=512,stream=5156) sniff=1/0B)", "[2026-10-29T21:07:41.581Z] [poll] hard-progress: f35481de519dbaa8 → 59cc4549289a1e6a after 51s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=8,slot=576,stream=5877) sniff=2/798B)", "[2026-10-29T21:07:51.780Z] [poll] hard-progress: 59cc4549289a1e6a → 3ec786df63e73416 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=9,slot=604,stream=6354) sniff=2/798B)", "[2026-10-29T21:07:56.895Z] [poll] hard-progress: 3ec786df63e73416 → 5c15e1ff2bee7903 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=608,stream=6379) sniff=3/1740B)", "[2026-10-29T21:08:17.285Z] [poll] hard-progress: 5c15e1ff2bee7903 → 5608a06cde5e64a5 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=11,slot=630,stream=6542) sniff=3/1740B)", "[2026-10-29T21:12:53.486Z] [poll] hard-progress: 5608a06cde5e64a5 → 16dacaa12339782f after 276s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=12,slot=1285,stream=14351) sniff=3/1758B)", "[2026-10-29T21:13:19.117Z] [poll] hard-progress: 16dacaa12339782f → 9e3cab4c775ec610 after 26s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=13,slot=1309,stream=14638) sniff=3/1758B)", "[2026-10-29T21:14:10.373Z] [poll] hard-progress: 9e3cab4c775ec610 → 8109b502bbe6ceea after 51s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=4,tools=15,slot=1378,stream=15197) sniff=3/1758B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 7.1, "compositeIgnoringProseFlag": 8.6, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.22 calls=31 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable,prose-as-deliverable,prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": 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daemon[src=service-telemetry](turns=1,tools=1,slot=48,stream=347) sniff=1/3B)", "[2026-10-29T15:58:37.001Z] [poll] hard-progress: c927fd6b0c72f9d2 → 147cc3bc1c6e9e44 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=70,stream=551) sniff=1/3B)", "[2026-10-29T15:58:52.356Z] [poll] hard-progress: 147cc3bc1c6e9e44 → b73651495004af8b after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=108,stream=871) sniff=1/3B)", "[2026-10-29T15:59:17.935Z] [poll] terminal: success=true reason=task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored", "[2026-10-29T15:59:18.441Z] [capture] dumped 1 session(s)", "[2026-10-29T15:59:18.442Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-29T15:59:18.515Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-29T15:59:24.925Z] [trial] daemon shut down", "[2026-10-29T15:59:24.927Z] 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{ "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/whats-new/1.26234", "knowledge://bendyline/handboek/craftbook/accessibility-retrofit", "knowledge://bendyline/handboek/craftbook/podcast-chaptering" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored", "durationMs": 79572, "timeoutMs": 1200000, "budgetUsedFraction": 0.06631 }, "timing": { "startedAt": "2026-10-29T15:59:25.337Z", "finishedAt": "2026-10-29T16:00:44.909Z", "timeToFirstArtifactMs": null, "timeToLastArtifactWriteMs": null, "timeToFirstTokenMs": 22843, "firstTurnTtftMs": 19366, "timeToFirstToolCallMs": 35288 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 5, "byTool": { "suggest_work": 1, "search": 1, "craftbook_read": 1, "read_document": 1, "start_work": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/shop-site-pages/pages/index.html", "finalBytes": 168, "growth": [] }, { "path": "workspace/shop-site-pages/pages/shipping.html", "finalBytes": 165, "growth": [] } ], "imageFiles": [], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 1788, "filePath": "craftbook-find-vs-create", "bytes": 3, "score": 1, "scoreMax": 2, "signals": [], "failReason": "no task sourced from the bundled \"seo-meta-pack\" craftbook exists yet — search the recipe library for the page-metadata recipe and invoke it on this project" } ], "latest": { "filePath": "craftbook-find-vs-create", "bytes": 3, "score": 1, "scoreMax": 2, "signals": [], "failReason": "no task sourced from the bundled \"seo-meta-pack\" craftbook exists yet — search the recipe library for the page-metadata recipe and invoke it on this project" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T15:59:25.338Z] [trial] id=craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T15-59-25-337Z-imou scenario=craftbook-find-vs-create model=qwen3.8-27b-q4", "[2026-10-29T15:59:25.338Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T15-59-25-337Z-imou", "[2026-10-29T15:59:25.339Z] [trial] trialHome=/tmp/gezel-eval-craftbook-find-vs-create-LzfN29", "[2026-10-29T15:59:25.339Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T15:59:25.339Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T15:59:25.339Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T15:59:25.339Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T15:59:25.340Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-find-vs-create-LzfN29", "[2026-10-29T15:59:26.777Z] [trial] daemon spawned pid=2360495 port=https://127.0.0.1:42619", "[2026-10-29T15:59:26.884Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T15:59:26.890Z] [trial] meester=tamsin", "[2026-10-29T15:59:26.890Z] [trial] running scenario setup hook", "[2026-10-29T15:59:27.011Z] [trial] scenario setup complete", "[2026-10-29T15:59:27.012Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T15:59:27.036Z] [poll] initial digests hard=1a916ff77f9f1487 soft=9e884a1c9c116106", "[2026-10-29T15:59:27.170Z] [poll] hard-progress: 1a916ff77f9f1487 → a3d0e2e3ea26e93f after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/3B)", "[2026-10-29T16:00:03.000Z] [poll] hard-progress: a3d0e2e3ea26e93f → b8df07f8df7c653e after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=50,stream=367) sniff=1/3B)", "[2026-10-29T16:00:13.253Z] [poll] hard-progress: b8df07f8df7c653e → 7ac3ed5ab206f0aa after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=72,stream=570) sniff=1/3B)", "[2026-10-29T16:00:18.386Z] [poll] hard-progress: 7ac3ed5ab206f0aa → b39118c47dc8a436 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=85,stream=659) sniff=1/3B)", "[2026-10-29T16:00:38.855Z] [poll] terminal: success=true reason=task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored", "[2026-10-29T16:00:39.122Z] [capture] dumped 1 session(s)", "[2026-10-29T16:00:39.126Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-29T16:00:39.150Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-29T16:00:44.909Z] [trial] daemon shut down", "[2026-10-29T16:00:44.910Z] [trial] PASS duration=79572ms reason=task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-find-vs-create", "scoreAxes": { "visualQuality": 1, "functionalCompleteness": 0, "codeQuality": 2, "polish": 0 }, "meanScore": 0.8, "justification": "The artifact is a bare placeholder HTML file with no CSS, no interactivity, and no evidence the agent followed the brief at all. 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"trialId": "craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx", "scenarioId": "craftbook-find-vs-create", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T16:00:45.268Z", "finishedAt": "2026-10-29T16:01:59.505Z", "durationMs": 74237, "success": true, "reason": "task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 14, "peakRssMb": 4298, 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"trialId": "craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx", "scenarioId": "craftbook-find-vs-create", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 14, "peakRssMb": 4298, "peakCpuPercent": 226.6, "firstAtMs": 0, "lastAtMs": 66045 }, "gpu": { "available": true, "sampleCount": 14, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 14, "peakUsedMb": 51887, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 13395, "totalOutputTokens": 1021, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T16:01:53.870Z" } }, "source": "engine-log" }, "derived": { "durationMs": 67130, "meanTokensPerSec": 24.7, "genTokensPerSec": 24.7, "genTokens": 1021, "promptTokensPerSec": 807.13, "peakRssMb": 4298, "peakGpuUtilPercent": 96, "billing": null } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-find-vs-create", "scoreAxes": { "visualQuality": 1, "functionalCompleteness": 0, "codeQuality": 2, "polish": 0 }, "meanScore": 0.8, "justification": "The artifact is a bare placeholder HTML page with no CSS, no meta tags, and none of the SEO/social-preview work requested. The agent was explicitly told to call suggest_craftbook then invoke_craftbook — neither happened. The brief demanded task creation via library recipe invocation; instead a static stub was returned. Completely misses the assignment.", "durationMs": 5287 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shop-site-pages/1", "stepId": "scope", "activatedAt": "2026-10-29T16:01:52.528Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T16:00:46.729Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T16:00:46.701Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "fenton": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.0380096435546875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.0380096435546875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/craftbook/scrape-to-structured", "knowledge://bendyline/handboek/whats-new/1.26234", "knowledge://bendyline/handboek/craftbook/accessibility-retrofit", "knowledge://bendyline/handboek/craftbook/podcast-chaptering" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored", "durationMs": 74237, "timeoutMs": 1200000, "budgetUsedFraction": 0.061864166666666665 }, "timing": { "startedAt": "2026-10-29T16:00:45.268Z", "finishedAt": "2026-10-29T16:01:59.505Z", "timeToFirstArtifactMs": null, "timeToLastArtifactWriteMs": null, "timeToFirstTokenMs": 22385, "firstTurnTtftMs": 18925, "timeToFirstToolCallMs": 36978 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 3, "byTool": { "suggest_work": 1, "search": 1, "start_work": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/shop-site-pages/pages/index.html", "finalBytes": 168, "growth": [] }, { "path": "workspace/shop-site-pages/pages/shipping.html", "finalBytes": 165, "growth": [] } ], "imageFiles": [], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 1793, "filePath": "craftbook-find-vs-create", "bytes": 3, "score": 1, "scoreMax": 2, "signals": [], "failReason": "no task sourced from the bundled \"seo-meta-pack\" craftbook exists yet — search the recipe library for the page-metadata recipe and invoke it on this project" } ], "latest": { "filePath": "craftbook-find-vs-create", "bytes": 3, "score": 1, "scoreMax": 2, "signals": [], "failReason": "no task sourced from the bundled \"seo-meta-pack\" craftbook exists yet — search the recipe library for the page-metadata recipe and invoke it on this project" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T16:00:45.268Z] [trial] id=craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx scenario=craftbook-find-vs-create model=qwen3.8-27b-q4", "[2026-10-29T16:00:45.268Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx", "[2026-10-29T16:00:45.268Z] [trial] trialHome=/tmp/gezel-eval-craftbook-find-vs-create-CxWQiE", "[2026-10-29T16:00:45.268Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T16:00:45.268Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T16:00:45.269Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T16:00:45.269Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T16:00:45.270Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-find-vs-create-CxWQiE", "[2026-10-29T16:00:46.709Z] [trial] daemon spawned pid=2361903 port=https://127.0.0.1:42075", "[2026-10-29T16:00:46.810Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T16:00:46.816Z] [trial] meester=fenton", "[2026-10-29T16:00:46.816Z] [trial] running scenario setup hook", "[2026-10-29T16:00:46.942Z] [trial] scenario setup complete", "[2026-10-29T16:00:46.942Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T16:00:46.966Z] [poll] initial digests hard=50f9688751354102 soft=8d5659237f4d050b", "[2026-10-29T16:00:47.105Z] [poll] hard-progress: 50f9688751354102 → a0aabac8273a7b73 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/3B)", "[2026-10-29T16:01:22.869Z] [poll] hard-progress: a0aabac8273a7b73 → 21b6466d5ae21a98 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=51,stream=365) sniff=1/3B)", "[2026-10-29T16:01:38.225Z] [poll] hard-progress: 21b6466d5ae21a98 → 23d0848fb3f66e2a after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=88,stream=695) sniff=1/3B)", "[2026-10-29T16:01:53.532Z] [poll] terminal: success=true reason=task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored", "[2026-10-29T16:01:53.882Z] [capture] dumped 1 session(s)", "[2026-10-29T16:01:53.884Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-29T16:01:53.932Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-29T16:01:59.505Z] [trial] daemon shut down", "[2026-10-29T16:01:59.505Z] [trial] PASS duration=74237ms reason=task shop-site-pages/1 was sourced from the bundled \"seo-meta-pack\" craftbook with no new local craftbook authored" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-find-vs-create", "scoreAxes": { "visualQuality": 1, "functionalCompleteness": 0, "codeQuality": 2, "polish": 0 }, "meanScore": 0.8, "justification": "The artifact is a bare placeholder HTML page with no CSS, no meta tags, and none of the SEO/social-preview work requested. The agent was explicitly told to call suggest_craftbook then invoke_craftbook — neither happened. The brief demanded task creation via library recipe invocation; instead a static stub was returned. Completely misses the assignment.", "durationMs": 5287 }, "tableReview": { "status": "excluded", "reason": "The default HTML rubric graded the seeded shop page, not the model's work." }, "fixedScore": { "composite": 8.8, "compositeIgnoringProseFlag": 8.8, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 5, "why": "sniff 1/2 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.06 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx/result.json", "sha256": "c80364cb600f0b27c31f60021c8980a43aaec368923983f31244cf278b975c1b" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx/facts.json", "sha256": "7634467e5fa0a70bac7f96e186c431510cb1ee8735545a67be94b1930c687ebd" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx/metrics.json", "sha256": "066b6c4d1375dfd8ea0f74ef95e1d1ec1dfbc4caeee273b350ecf6de6736d5c2" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-find-vs-create/craftbook-find-vs-create-qwen3-8-27b-q4-2026-10-29T16-00-45-267Z-ynlx/llm-judge.json", "sha256": "0e18948f5a19036ac102e2e83bd6ec1bb3edea7d8803447237b7592be21816e9" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-invoice-run", "trialId": "craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h", "scenarioId": "craftbook-invoice-run", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T16:49:59.529Z", "finishedAt": "2026-10-29T16:59:10.095Z", "durationMs": 550566, "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 107, "peakRssMb": 12531, "peakCpuPercent": 183.4, "firstAtMs": 0, "lastAtMs": 539110 }, "gpu": { "available": true, "sampleCount": 107, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 107, "peakUsedMb": 59007, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 85728, "totalOutputTokens": 11537, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 86456, "todayTokensCached": 85235, "todayTokensOut": 981, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 86456, "totalTokensCached": 85235, "totalTokensOut": 981, "totalCost": 0, "medianOutputTokensPerSec": 36.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.1, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 21920, "cachedInputTokens": 21477, "outputTokens": 459, "cost": 0, "durationMs": 75119, "outputTokensPerSec": 34.09879672195908, "at": "2026-10-29T16:58:56.975Z" }, "lastUpdated": "2026-10-29T16:58:56.975Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T16:59:00.664Z" } }, "source": "engine-log" }, "derived": { "durationMs": 539669, "meanTokensPerSec": 35.64, "genTokensPerSec": 35.64, "genTokens": 11537, "promptTokensPerSec": 784.36, "peakRssMb": 12531, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 86456, "output": 981 } } } }, "facts": { "trialId": "craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h", "scenarioId": "craftbook-invoice-run", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 107, "peakRssMb": 12531, "peakCpuPercent": 183.4, "firstAtMs": 0, "lastAtMs": 539110 }, "gpu": { "available": true, "sampleCount": 107, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 107, "peakUsedMb": 59007, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 85728, "totalOutputTokens": 11537, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 86456, "todayTokensCached": 85235, "todayTokensOut": 981, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 86456, "totalTokensCached": 85235, "totalTokensOut": 981, "totalCost": 0, "medianOutputTokensPerSec": 36.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.1, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 21920, "cachedInputTokens": 21477, "outputTokens": 459, "cost": 0, "durationMs": 75119, "outputTokensPerSec": 34.09879672195908, "at": "2026-10-29T16:58:56.975Z" }, "lastUpdated": "2026-10-29T16:58:56.975Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T16:59:00.664Z" } }, "source": "engine-log" }, "derived": { "durationMs": 539669, "meanTokensPerSec": 35.64, "genTokensPerSec": 35.64, "genTokens": 11537, "promptTokensPerSec": 784.36, "peakRssMb": 12531, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 86456, "output": 981 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 6, "numbering continuity": 9, "professionalism": 7, "completeness": 5, "print-polish": 2 }, "meanScore": 5.8, "justification": "Numbering is clean (042–044 continuing 041, no gap or repeat) and due dates correctly apply per-client terms. The summary table is tidy and the idle-client exclusion is documented. However, the print-ready HTML invoices are only referenced, never shown — print-polish cannot be evaluated. Amounts lack source verification against the actual ledger, and no ledger update is demonstrated.", "durationMs": 26370 }, "craftbook": { "craftbookId": "invoice-run", "tasksObserved": 6, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 10, "activationEvents": 4, "completed": 7, "gateApprovals": 6, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "fieldnote-studio-office/1", "stepId": "scope", "activatedAt": "2026-10-29T16:50:01.212Z", "completedAt": "2026-10-29T16:51:19.237Z", "ms": 78025, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "e326d087-2439-45d2-b9d8-558aae8c3c55" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "draft", "activatedAt": "2026-10-29T16:51:19.237Z", "completedAt": "2026-10-29T16:51:19.346Z", "ms": 109, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "fieldnote-studio-office/1", "stepId": "collect", "activatedAt": "2026-10-29T16:51:19.347Z", "completedAt": "2026-10-29T16:57:36.130Z", "ms": 376783, "gateRejections": 0, "toolCalls": 12, "sessionIds": [ "f282baa7-7cdf-4554-b6bf-d2211afc2c47" ] }, { "ref": "fieldnote-studio-office/2", "stepId": "draft-invoice", "activatedAt": "2026-10-29T16:51:19.245Z", "completedAt": "2026-10-29T16:52:58.420Z", "ms": 99175, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "fa62e61b-adb2-4ede-85ff-6ec0feb33925" ] }, { "ref": "fieldnote-studio-office/3", "stepId": "draft-invoice", "activatedAt": "2026-10-29T16:51:19.279Z", "completedAt": "2026-10-29T16:54:35.359Z", "ms": 196080, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "02232924-85dc-4f30-a684-a32232ff98c2" ] }, { "ref": "fieldnote-studio-office/4", "stepId": "draft-invoice", "activatedAt": "2026-10-29T16:51:19.295Z", "completedAt": "2026-10-29T16:56:10.418Z", "ms": 291123, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "94bd3966-55cb-4abe-b5d2-9724dc20306a" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "evaluate", "activatedAt": "2026-10-29T16:57:36.130Z", "completedAt": "2026-10-29T16:58:57.050Z", "ms": 80920, "gateRejections": 0, "toolCalls": 13, "sessionIds": [ "11c6eacf-64ee-48c0-a2e4-675c85b3d70b" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "finish", "activatedAt": "2026-10-29T16:58:57.050Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T16:50:00.936Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T16:50:00.908Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 99175 }, "sessions": { "total": 6, "taskScoped": 6, "byGezel": { "emeka": 1, "heidi": 3, "leonidas": 1, "mane": 1 }, "perTask": { "fieldnote-studio-office/1": 3, "fieldnote-studio-office/3": 1, "fieldnote-studio-office/4": 1, "fieldnote-studio-office/2": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6, "maxMessages": 2, "maxContextFill": 0.029079437255859375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.029079437255859375 }, "fanout": { "hosts": 1, "childrenSpawned": 3, "childrenCompleted": 3, "childrenFailed": 0, "barrierHolds": 1, "barrierReleases": 1, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 6, "tasksWithReferences": 4, "items": 20, "citations": [ "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "durationMs": 550566, "timeoutMs": 3000000, "budgetUsedFraction": 0.183522 }, "timing": { "startedAt": "2026-10-29T16:49:59.529Z", "finishedAt": "2026-10-29T16:59:10.095Z", "timeToFirstArtifactMs": 79649, "timeToLastArtifactWriteMs": 537446, "timeToFirstTokenMs": 23093, "firstTurnTtftMs": 15087, "timeToFirstToolCallMs": 25173 }, "team": { "totalGezelsCreated": 10, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Office manager", "Office Administrator", "Designer", "Copywriter", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 43, "byTool": { "read_file": 10, "write_artifact": 3, "write_task_note": 2, "read_task_notes": 2, "read_files": 4, "write_file": 4, "advance_task_step": 4, "validate": 5, "read_artifact": 5, "list_artifacts": 2, "list_dir": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/fieldnote-studio-office/invoices/2026-042.html", "finalBytes": 5743, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-043.html", "finalBytes": 5727, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-044.html", "finalBytes": 5705, "growth": [] } ], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 1802, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 1, "scoreMax": 10, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: clients.json, ledger.json" }, { "atMs": 83368, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 164779, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 261377, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 357994, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 3, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 434122, "filePath": "craftbook-invoice-run", "bytes": 1317, "score": 9, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 540788, "filePath": "craftbook-invoice-run", "bytes": 1317, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-invoice-run", "bytes": 1317, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T16:49:59.530Z] [trial] id=craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h scenario=craftbook-invoice-run model=qwen3.8-27b-q4", "[2026-10-29T16:49:59.530Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h", "[2026-10-29T16:49:59.530Z] [trial] trialHome=/tmp/gezel-eval-craftbook-invoice-run-Bj4NQ3", "[2026-10-29T16:49:59.530Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T16:49:59.530Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T16:49:59.530Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T16:49:59.531Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T16:49:59.532Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-invoice-run-Bj4NQ3", "[2026-10-29T16:50:00.961Z] [trial] daemon spawned pid=2452341 port=https://127.0.0.1:43297", "[2026-10-29T16:50:01.068Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T16:50:01.074Z] [trial] meester=elara", "[2026-10-29T16:50:01.074Z] [trial] running scenario setup hook", "[2026-10-29T16:50:01.272Z] [trial] scenario setup complete", "[2026-10-29T16:50:01.273Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T16:50:01.295Z] [poll] initial digests hard=e2f3a2bf51183f86 soft=b4e004885d91a3ba", "[2026-10-29T16:50:01.347Z] [poll] hard-progress: e2f3a2bf51183f86 → 7a372f53e2c547bc after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T16:50:06.415Z] [poll] hard-progress: 7a372f53e2c547bc → 1d1fd572be73d1b0 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T16:50:26.950Z] [poll] hard-progress: 1d1fd572be73d1b0 → 942f2b198cf3a196 after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=19,stream=74) sniff=1/0B)", "[2026-10-29T16:51:02.579Z] [poll] hard-progress: 942f2b198cf3a196 → cf780b71397e3d59 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=113,stream=1849) sniff=1/0B)", "[2026-10-29T16:51:12.790Z] [poll] hard-progress: cf780b71397e3d59 → 24f8944146c61511 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=139,stream=2292) sniff=1/0B)", "[2026-10-29T16:51:22.923Z] [poll] hard-progress: 24f8944146c61511 → 424feb72ea00798e after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=157,stream=2757) sniff=2/0B)", "[2026-10-29T16:51:38.175Z] [poll] hard-progress: 424feb72ea00798e → 66fca2bcddae73c4 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=7,slot=175,stream=2908) sniff=2/0B)", "[2026-10-29T16:52:44.337Z] [poll] hard-progress: 66fca2bcddae73c4 → 11b0b75db82567bc after 66s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=8,slot=342,stream=6775) sniff=2/0B)", "[2026-10-29T16:52:59.532Z] [poll] hard-progress: 11b0b75db82567bc → 2a81b61eaf73069f after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=9,slot=347,stream=6809) sniff=2/0B)", "[2026-10-29T16:53:04.643Z] [poll] hard-progress: 2a81b61eaf73069f → 05350edb26b70f5d after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=9,slot=348,stream=6809) sniff=2/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 6, "numbering continuity": 9, "professionalism": 7, "completeness": 5, "print-polish": 2 }, "meanScore": 5.8, "justification": "Numbering is clean (042–044 continuing 041, no gap or repeat) and due dates correctly apply per-client terms. The summary table is tidy and the idle-client exclusion is documented. However, the print-ready HTML invoices are only referenced, never shown — print-polish cannot be evaluated. Amounts lack source verification against the actual ledger, and no ledger update is demonstrated.", "durationMs": 26370 }, "tableReview": { "status": "judged", "rubricId": "craftbook-invoice-run" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 10/10 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.18 calls=43 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h/result.json", "sha256": "7b79f687ae0c5696434277e8040a56adda573e541a6885feb70869f10da198fa" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h/facts.json", "sha256": "50e53c985ada2101c13a1cc55cc93d4ba73929972e0af98d03bf3eeb3c25584f" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h/metrics.json", "sha256": "1dae9951b5e61137e9fe30d2ed43f0f3bb1518820c61f1da62dc27d778ed28df" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-49-59-529Z-os3h/llm-judge.json", "sha256": "171da7ce59932bccef488d5ff059bf6f43305a8b192ed6965ad7d4e85342dc38" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-invoice-run", "trialId": "craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s", "scenarioId": "craftbook-invoice-run", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T16:59:10.380Z", "finishedAt": "2026-10-29T17:08:46.150Z", "durationMs": 575770, "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 112, "peakRssMb": 13279, "peakCpuPercent": 241.6, "firstAtMs": 0, "lastAtMs": 564493 }, "gpu": { "available": true, "sampleCount": 112, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 112, "peakUsedMb": 59971, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 98744, "totalOutputTokens": 11907, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 83430, "todayTokensCached": 81852, "todayTokensOut": 1297, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 83430, "totalTokensCached": 81852, "totalTokensOut": 1297, "totalCost": 0, "medianOutputTokensPerSec": 37, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 37, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 20904, "cachedInputTokens": 20110, "outputTokens": 757, "cost": 0, "durationMs": 93281, "outputTokensPerSec": 30.849489665380155, "at": "2026-10-29T17:08:35.989Z" }, "lastUpdated": "2026-10-29T17:08:35.989Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T17:08:37.154Z" } }, "source": "engine-log" }, "derived": { "durationMs": 565300, "meanTokensPerSec": 34.87, "genTokensPerSec": 34.87, "genTokens": 11907, "promptTokensPerSec": 787.52, "peakRssMb": 13279, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 83430, "output": 1297 } } } }, "facts": { "trialId": "craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s", "scenarioId": "craftbook-invoice-run", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 112, "peakRssMb": 13279, "peakCpuPercent": 241.6, "firstAtMs": 0, "lastAtMs": 564493 }, "gpu": { "available": true, "sampleCount": 112, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 112, "peakUsedMb": 59971, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 98744, "totalOutputTokens": 11907, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 83430, "todayTokensCached": 81852, "todayTokensOut": 1297, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 83430, "totalTokensCached": 81852, "totalTokensOut": 1297, "totalCost": 0, "medianOutputTokensPerSec": 37, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 37, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 20904, "cachedInputTokens": 20110, "outputTokens": 757, "cost": 0, "durationMs": 93281, "outputTokensPerSec": 30.849489665380155, "at": "2026-10-29T17:08:35.989Z" }, "lastUpdated": "2026-10-29T17:08:35.989Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T17:08:37.154Z" } }, "source": "engine-log" }, "derived": { "durationMs": 565300, "meanTokensPerSec": 34.87, "genTokensPerSec": 34.87, "genTokens": 11907, "promptTokensPerSec": 787.52, "peakRssMb": 13279, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 83430, "output": 1297 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 8, "numbering continuity": 9, "professionalism": 7, "completeness": 7, "print-polish": 5 }, "meanScore": 7.2, "justification": "Amounts sum correctly ($1,840+$2,600+$975=$5,415), each traced to a dated ledger entry, and the already-invoiced Harbor & Pine line is explicitly excluded. Numbering is flawless: 042–044 continues 041 with no gap. Due dates honor stated terms (net-30→Nov 28, net-14→Nov 12). Completeness and print-polish are hard to confirm since the HTML invoice files aren't visible in the artifact; no @page rules or margins can be verified.", "durationMs": 20541 }, "craftbook": { "craftbookId": "invoice-run", "tasksObserved": 6, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 10, "activationEvents": 4, "completed": 7, "gateApprovals": 6, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "fieldnote-studio-office/1", "stepId": "scope", "activatedAt": "2026-10-29T16:59:12.087Z", "completedAt": "2026-10-29T17:00:31.884Z", "ms": 79797, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "c50e9c8a-0a3c-40f3-8b8f-2c4c1c075b11" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "draft", "activatedAt": "2026-10-29T17:00:31.885Z", "completedAt": "2026-10-29T17:00:32.007Z", "ms": 122, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "fieldnote-studio-office/1", "stepId": "collect", "activatedAt": "2026-10-29T17:00:32.007Z", "completedAt": "2026-10-29T17:06:58.417Z", "ms": 386410, "gateRejections": 0, "toolCalls": 16, "sessionIds": [ "0bd79418-aada-405c-b562-09f2aed72a39" ] }, { "ref": "fieldnote-studio-office/2", "stepId": "draft-invoice", "activatedAt": "2026-10-29T17:00:31.891Z", "completedAt": "2026-10-29T17:02:01.706Z", "ms": 89815, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "bfaf42d0-e588-44ff-8111-25b4f1027fc2" ] }, { "ref": "fieldnote-studio-office/3", "stepId": "draft-invoice", "activatedAt": "2026-10-29T17:00:31.933Z", "completedAt": "2026-10-29T17:03:11.964Z", "ms": 160031, "gateRejections": 0, "toolCalls": 6, "sessionIds": [ "b9d8f828-2c23-4e86-94ad-598cec532cf8" ] }, { "ref": "fieldnote-studio-office/4", "stepId": "draft-invoice", "activatedAt": "2026-10-29T17:00:31.949Z", "completedAt": "2026-10-29T17:04:43.321Z", "ms": 251372, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "7138966f-ec33-4a78-ae36-9a20be65ddc0" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "evaluate", "activatedAt": "2026-10-29T17:06:58.417Z", "completedAt": "2026-10-29T17:08:36.055Z", "ms": 97638, "gateRejections": 0, "toolCalls": 14, "sessionIds": [ "0580c8db-9f0c-46fd-b93a-0b5f95b17e29" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "finish", "activatedAt": "2026-10-29T17:08:36.055Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T16:59:11.829Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T16:59:11.800Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 97638 }, "sessions": { "total": 7, "taskScoped": 7, "byGezel": { "aurelio": 3, "giulia": 1, "mahsa": 1, "oumar": 1, "veikko": 1 }, "perTask": { "fieldnote-studio-office/4": 1, "fieldnote-studio-office/3": 1, "fieldnote-studio-office/2": 1, "fieldnote-studio-office/1": 4 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.7, "maxMessages": 2, "maxContextFill": 0.02915191650390625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02915191650390625 }, "fanout": { "hosts": 1, "childrenSpawned": 3, "childrenCompleted": 3, "childrenFailed": 0, "barrierHolds": 1, "barrierReleases": 1, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 6, "tasksWithReferences": 4, "items": 20, "citations": [ "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "durationMs": 575770, "timeoutMs": 3000000, "budgetUsedFraction": 0.19192333333333333 }, "timing": { "startedAt": "2026-10-29T16:59:10.380Z", "finishedAt": "2026-10-29T17:08:46.150Z", "timeToFirstArtifactMs": 81446, "timeToLastArtifactWriteMs": 565610, "timeToFirstTokenMs": 23373, "firstTurnTtftMs": 15288, "timeToFirstToolCallMs": 25462 }, "team": { "totalGezelsCreated": 10, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Office manager", "Office Administrator", "Designer", "Copywriter", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 50, "byTool": { "read_file": 18, "write_artifact": 4, "write_task_note": 2, "read_task_notes": 2, "write_file": 5, "advance_task_step": 4, "read_artifact": 5, "list_artifacts": 2, "list_dir": 3, "read_files": 1, "validate": 4 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/fieldnote-studio-office/invoices/2026-042.html", "finalBytes": 4997, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-043.html", "finalBytes": 4982, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-044.html", "finalBytes": 4966, "growth": [] } ], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 1791, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 1, "scoreMax": 10, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: clients.json, ledger.json" }, { "atMs": 83369, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 154631, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 241054, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 317339, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 3, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 459512, "filePath": "craftbook-invoice-run", "bytes": 1901, "score": 9, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 566341, "filePath": "craftbook-invoice-run", "bytes": 1901, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-invoice-run", "bytes": 1901, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T16:59:10.380Z] [trial] id=craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s scenario=craftbook-invoice-run model=qwen3.8-27b-q4", "[2026-10-29T16:59:10.380Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s", "[2026-10-29T16:59:10.380Z] [trial] trialHome=/tmp/gezel-eval-craftbook-invoice-run-3FMfIc", "[2026-10-29T16:59:10.380Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T16:59:10.380Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T16:59:10.381Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T16:59:10.381Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T16:59:10.382Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-invoice-run-3FMfIc", "[2026-10-29T16:59:11.821Z] [trial] daemon spawned pid=2460929 port=https://127.0.0.1:33759", "[2026-10-29T16:59:11.924Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T16:59:11.933Z] [trial] meester=fenton", "[2026-10-29T16:59:11.933Z] [trial] running scenario setup hook", "[2026-10-29T16:59:12.130Z] [trial] scenario setup complete", "[2026-10-29T16:59:12.131Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T16:59:12.143Z] [poll] initial digests hard=4bce65c1ac3db8d7 soft=04b7f9903ee646f8", "[2026-10-29T16:59:12.194Z] [poll] hard-progress: 4bce65c1ac3db8d7 → 34a3c555de7d1444 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T16:59:17.258Z] [poll] hard-progress: 34a3c555de7d1444 → e21a21eb2cb1de48 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T16:59:37.767Z] [poll] hard-progress: e21a21eb2cb1de48 → b2474da876dd8405 after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=18,stream=63) sniff=1/0B)", "[2026-10-29T17:00:13.412Z] [poll] hard-progress: b2474da876dd8405 → d9cea6ac3c9e7f7f after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=111,stream=1930) sniff=1/0B)", "[2026-10-29T17:00:23.619Z] [poll] hard-progress: d9cea6ac3c9e7f7f → bc731af2a4acf041 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=137,stream=2392) sniff=1/0B)", "[2026-10-29T17:00:33.788Z] [poll] hard-progress: bc731af2a4acf041 → a5b4a9156a59003b after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=160,stream=2966) sniff=2/0B)", "[2026-10-29T17:00:38.894Z] [poll] hard-progress: a5b4a9156a59003b → ae43fc4d57979fb6 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=160,stream=2966) sniff=2/0B)", "[2026-10-29T17:00:54.111Z] [poll] hard-progress: ae43fc4d57979fb6 → b0337ec80e25fb1e after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=7,slot=181,stream=3154) sniff=2/0B)", "[2026-10-29T17:01:45.039Z] [poll] hard-progress: b0337ec80e25fb1e → 600db9e390e79b61 after 51s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=8,slot=316,stream=6371) sniff=2/0B)", "[2026-10-29T17:02:05.321Z] [poll] hard-progress: 600db9e390e79b61 → 06dbec1dc2facddc after 20s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=9,slot=322,stream=6405) sniff=2/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 8, "numbering continuity": 9, "professionalism": 7, "completeness": 7, "print-polish": 5 }, "meanScore": 7.2, "justification": "Amounts sum correctly ($1,840+$2,600+$975=$5,415), each traced to a dated ledger entry, and the already-invoiced Harbor & Pine line is explicitly excluded. Numbering is flawless: 042–044 continues 041 with no gap. Due dates honor stated terms (net-30→Nov 28, net-14→Nov 12). Completeness and print-polish are hard to confirm since the HTML invoice files aren't visible in the artifact; no @page rules or margins can be verified.", "durationMs": 20541 }, "tableReview": { "status": "judged", "rubricId": "craftbook-invoice-run" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 10/10 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.19 calls=50 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s/result.json", "sha256": "16169ee3ef25f831c18d944d2dda9128a0ae5e632ec34a0daa4f7b5d0eedad5c" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s/facts.json", "sha256": "f86b7bc3a62cb1e321e921dc69133da28184ae4d54387795d6d5899bbabb337e" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s/metrics.json", "sha256": "6456a17f98079111d808b9a59cabe4fe35b1c063ad8b582c820076c58ce028f0" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T16-59-10-379Z-3n1s/llm-judge.json", "sha256": "c2dc89bccd4e2ae1e378da99cf399ac9b438a7122b830455916baa746693a220" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-invoice-run", "trialId": "craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c", "scenarioId": "craftbook-invoice-run", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T17:08:46.600Z", "finishedAt": "2026-10-29T17:17:11.418Z", "durationMs": 504818, "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 98, "peakRssMb": 13831, "peakCpuPercent": 225.6, "firstAtMs": 0, "lastAtMs": 493043 }, "gpu": { "available": true, "sampleCount": 98, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 98, "peakUsedMb": 60351, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 79043, "totalOutputTokens": 11010, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 79623, "todayTokensCached": 77757, "todayTokensOut": 1347, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 79623, "totalTokensCached": 77757, "totalTokensOut": 1347, "totalCost": 0, "medianOutputTokensPerSec": 37.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 37.3, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 21018, "cachedInputTokens": 19965, "outputTokens": 803, "cost": 0, "durationMs": 121929, "outputTokensPerSec": 34.88696774699832, "at": "2026-10-29T17:17:00.887Z" }, "lastUpdated": "2026-10-29T17:17:00.887Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T17:17:01.773Z" } }, "source": "engine-log" }, "derived": { "durationMs": 493601, "meanTokensPerSec": 34.62, "genTokensPerSec": 34.62, "genTokens": 11010, "promptTokensPerSec": 780.23, "peakRssMb": 13831, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 79623, "output": 1347 } } } }, "facts": { "trialId": "craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c", "scenarioId": "craftbook-invoice-run", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 98, "peakRssMb": 13831, "peakCpuPercent": 225.6, "firstAtMs": 0, "lastAtMs": 493043 }, "gpu": { "available": true, "sampleCount": 98, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 98, "peakUsedMb": 60351, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 79043, "totalOutputTokens": 11010, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 6, "todayTokensIn": 79623, "todayTokensCached": 77757, "todayTokensOut": 1347, "todayCost": 0, "totalTurns": 6, "totalTokensIn": 79623, "totalTokensCached": 77757, "totalTokensOut": 1347, "totalCost": 0, "medianOutputTokensPerSec": 37.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 37.3, "turns": 6 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 21018, "cachedInputTokens": 19965, "outputTokens": 803, "cost": 0, "durationMs": 121929, "outputTokensPerSec": 34.88696774699832, "at": "2026-10-29T17:17:00.887Z" }, "lastUpdated": "2026-10-29T17:17:00.887Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T17:17:01.773Z" } }, "source": "engine-log" }, "derived": { "durationMs": 493601, "meanTokensPerSec": 34.62, "genTokensPerSec": 34.62, "genTokens": 11010, "promptTokensPerSec": 780.23, "peakRssMb": 13831, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 79623, "output": 1347 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 6, "numbering continuity": 9, "professionalism": 7, "completeness": 7, "print-polish": 3 }, "meanScore": 6.4, "justification": "Sequence is perfect (041→042→044, no gap). Sum checks ($1,840+$2,600+$975=$5,415). Skipped client explained. But the only visible artifact is a markdown summary — the HTML invoice files are asserted to exist, not shown, so print-polish (@page, margins, layout) is unverifiable. Ledger-amount tracing is claimed, not demonstrable from what's presented.", "durationMs": 25627 }, "craftbook": { "craftbookId": "invoice-run", "tasksObserved": 6, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 10, "activationEvents": 4, "completed": 7, "gateApprovals": 6, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "fieldnote-studio-office/1", "stepId": "scope", "activatedAt": "2026-10-29T17:08:48.387Z", "completedAt": "2026-10-29T17:10:01.942Z", "ms": 73555, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "2a91ee10-552d-4d64-9c5f-7113db306a93" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "draft", "activatedAt": "2026-10-29T17:10:01.943Z", "completedAt": "2026-10-29T17:10:02.089Z", "ms": 146, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "fieldnote-studio-office/1", "stepId": "collect", "activatedAt": "2026-10-29T17:10:02.090Z", "completedAt": "2026-10-29T17:14:53.667Z", "ms": 291577, "gateRejections": 0, "toolCalls": 10, "sessionIds": [ "08affe2e-e207-4249-b278-a79fdb5b73de" ] }, { "ref": "fieldnote-studio-office/2", "stepId": "draft-invoice", "activatedAt": "2026-10-29T17:10:01.952Z", "completedAt": "2026-10-29T17:11:27.390Z", "ms": 85438, "gateRejections": 0, "toolCalls": 6, "sessionIds": [ "d68f4998-984b-46ab-a03c-4446f7c5a65d" ] }, { "ref": "fieldnote-studio-office/3", "stepId": "draft-invoice", "activatedAt": "2026-10-29T17:10:02.000Z", "completedAt": "2026-10-29T17:12:32.687Z", "ms": 150687, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "ca98d8ff-fafd-4b05-9de2-d1fc0b0eca3f" ] }, { "ref": "fieldnote-studio-office/4", "stepId": "draft-invoice", "activatedAt": "2026-10-29T17:10:02.019Z", "completedAt": "2026-10-29T17:13:38.611Z", "ms": 216592, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "205697cb-9002-4acc-9a16-a8309c9e5d2e" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "evaluate", "activatedAt": "2026-10-29T17:14:53.667Z", "completedAt": "2026-10-29T17:17:00.938Z", "ms": 127271, "gateRejections": 0, "toolCalls": 16, "sessionIds": [ "1f00f617-94b3-44ef-b6b0-6b18eb8f263b" ] }, { "ref": "fieldnote-studio-office/1", "stepId": "finish", "activatedAt": "2026-10-29T17:17:00.938Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T17:08:48.076Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T17:08:48.063Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 127271 }, "sessions": { "total": 6, "taskScoped": 6, "byGezel": { "bilal": 1, "girma": 1, "solveig": 3, "sorcha": 1 }, "perTask": { "fieldnote-studio-office/1": 3, "fieldnote-studio-office/4": 1, "fieldnote-studio-office/3": 1, "fieldnote-studio-office/2": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6, "maxMessages": 2, "maxContextFill": 0.029079437255859375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.029079437255859375 }, "fanout": { "hosts": 1, "childrenSpawned": 3, "childrenCompleted": 3, "childrenFailed": 0, "barrierHolds": 1, "barrierReleases": 1, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 6, "tasksWithReferences": 4, "items": 20, "citations": [ "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow", "knowledge://bendyline/handboek/craftbook/invoice-run", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/recurring-invoice-run", "knowledge://bendyline/handboek/whats-new/1.26274", "knowledge://bendyline/handboek/craftbook/proposal-sow" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-invoice-run passed 10 deterministic craftbook checks", "durationMs": 504818, "timeoutMs": 3000000, "budgetUsedFraction": 0.16827266666666665 }, "timing": { "startedAt": "2026-10-29T17:08:46.600Z", "finishedAt": "2026-10-29T17:17:11.418Z", "timeToFirstArtifactMs": 75265, "timeToLastArtifactWriteMs": 494288, "timeToFirstTokenMs": 23836, "firstTurnTtftMs": 15685, "timeToFirstToolCallMs": 25897 }, "team": { "totalGezelsCreated": 10, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Office manager", "Office Administrator", "Designer", "Copywriter", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 46, "byTool": { "read_file": 17, "write_artifact": 4, "write_task_note": 2, "read_task_notes": 3, "write_file": 4, "validate": 5, "advance_task_step": 4, "read_files": 1, "read_artifact": 4, "list_dir": 1, "list_artifacts": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/fieldnote-studio-office/invoices/2026-042.html", "finalBytes": 4510, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-043.html", "finalBytes": 4494, "growth": [] }, { "path": "workspace/fieldnote-studio-office/invoices/2026-044.html", "finalBytes": 4476, "growth": [] } ], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 1904, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 1, "scoreMax": 10, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: clients.json, ledger.json" }, { "atMs": 77930, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 144020, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 225337, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 2, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 291512, "filePath": "craftbook-invoice-run", "bytes": 0, "score": 3, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 342252, "filePath": "craftbook-invoice-run", "bytes": 1119, "score": 9, "scoreMax": 10, "signals": [], "failReason": "task sourced from craftbook invoice-run has not reached a terminal step" }, { "atMs": 494741, "filePath": "craftbook-invoice-run", "bytes": 1119, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-invoice-run", "bytes": 1119, "score": 10, "scoreMax": 10, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T17:08:46.601Z] [trial] id=craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c scenario=craftbook-invoice-run model=qwen3.8-27b-q4", "[2026-10-29T17:08:46.601Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c", "[2026-10-29T17:08:46.601Z] [trial] trialHome=/tmp/gezel-eval-craftbook-invoice-run-arjhT4", "[2026-10-29T17:08:46.601Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T17:08:46.601Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T17:08:46.601Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T17:08:46.602Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T17:08:46.603Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-invoice-run-arjhT4", "[2026-10-29T17:08:48.142Z] [trial] daemon spawned pid=2469659 port=https://127.0.0.1:33937", "[2026-10-29T17:08:48.238Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T17:08:48.244Z] [trial] meester=nadia", "[2026-10-29T17:08:48.244Z] [trial] running scenario setup hook", "[2026-10-29T17:08:48.461Z] [trial] scenario setup complete", "[2026-10-29T17:08:48.462Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T17:08:48.474Z] [poll] initial digests hard=a2f35d375f0cf3dc soft=a345bf9f16277671", "[2026-10-29T17:08:48.531Z] [poll] hard-progress: a2f35d375f0cf3dc → 8be77253e157331c after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T17:08:53.572Z] [poll] hard-progress: 8be77253e157331c → 625a9fe26fc4838a after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T17:09:13.835Z] [poll] hard-progress: 625a9fe26fc4838a → ab574f67960bd8dc after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=17,stream=54) sniff=1/0B)", "[2026-10-29T17:09:44.245Z] [poll] hard-progress: ab574f67960bd8dc → bd3b862abe75f746 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=96,stream=1510) sniff=1/0B)", "[2026-10-29T17:09:54.438Z] [poll] hard-progress: bd3b862abe75f746 → c16efd75a7367624 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=122,stream=1956) sniff=1/0B)", "[2026-10-29T17:10:04.563Z] [poll] hard-progress: c16efd75a7367624 → 5536d8ef583666ac after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=143,stream=2507) sniff=2/0B)", "[2026-10-29T17:10:19.775Z] [poll] hard-progress: 5536d8ef583666ac → 6078c6481cb03d8a after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=8,slot=161,stream=2586) sniff=2/0B)", "[2026-10-29T17:11:10.653Z] [poll] hard-progress: 6078c6481cb03d8a → 250d74bce60cf8de after 51s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=9,slot=290,stream=5569) sniff=2/0B)", "[2026-10-29T17:11:25.840Z] [poll] hard-progress: 250d74bce60cf8de → aed25b4548156b70 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=295,stream=5617) sniff=2/0B)", "[2026-10-29T17:11:30.916Z] [poll] hard-progress: aed25b4548156b70 → abcf3a4520a9c417 after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=11,slot=300,stream=5651) sniff=2/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-invoice-run", "scoreAxes": { "numeric integrity": 6, "numbering continuity": 9, "professionalism": 7, "completeness": 7, "print-polish": 3 }, "meanScore": 6.4, "justification": "Sequence is perfect (041→042→044, no gap). Sum checks ($1,840+$2,600+$975=$5,415). Skipped client explained. But the only visible artifact is a markdown summary — the HTML invoice files are asserted to exist, not shown, so print-polish (@page, margins, layout) is unverifiable. Ledger-amount tracing is claimed, not demonstrable from what's presented.", "durationMs": 25627 }, "tableReview": { "status": "judged", "rubricId": "craftbook-invoice-run" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 10/10 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.17 calls=46 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c/result.json", "sha256": "6c23fc320ef22db20b02cf9afdd65d13b437296bf120bfda687dd14aefffefce" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c/facts.json", "sha256": "66efbe478c5a51dda0a567e2b25579d49c183ade12a1faef8387675b5c49fa04" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c/metrics.json", "sha256": "0aab503ee6e9b6bfd55d9453e2de67a5e58c32c49345d686f0871ecb15adaa81" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-invoice-run/craftbook-invoice-run-qwen3-8-27b-q4-2026-10-29T17-08-46-599Z-vd9c/llm-judge.json", "sha256": "dfdfe005aae1bcbd8db06b3eeccef8a19372e3156d98f4717ed36a195d05843b" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-route-multi", "trialId": "craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-21-55-346Z-tpjx", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-21-55-346Z-tpjx", "scenarioId": "craftbook-route-multi", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T19:21:55.346Z", "finishedAt": "2026-10-29T19:39:18.877Z", "durationMs": 1043531, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on out/press-release.md; missing signals stayed unchanged: task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-21-55-346Z-tpjx", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-route-multi", "score": 10, "bytes": 1169, "deliverableMissing": false, "milestones": 4, "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. 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"medianOutputTokensPerSec": 29, "turns": 12 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 3620, "outputTokens": 322, "cost": 0, "durationMs": 75090, "outputTokensPerSec": 40.32114726099452, "at": "2026-10-29T19:39:13.807Z" }, "lastUpdated": "2026-10-29T19:39:13.807Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T19:39:14.892Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1037979, "meanTokensPerSec": 25.87, "genTokensPerSec": 25.87, "genTokens": 15969, "promptTokensPerSec": 786.3, "peakRssMb": 14292, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 161138, "output": 3948 } } } }, "facts": { "trialId": 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"success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on out/press-release.md; missing signals stayed unchanged: task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "durationMs": 1043531, "timeoutMs": 4800000, "budgetUsedFraction": 0.21740229166666666 }, "timing": { "startedAt": "2026-10-29T19:21:55.346Z", "finishedAt": "2026-10-29T19:39:18.877Z", "timeToFirstArtifactMs": 290140, "timeToLastArtifactWriteMs": 1038461, "timeToFirstTokenMs": 22423, "firstTurnTtftMs": 18937, "timeToFirstToolCallMs": 51230 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner", "Copywriter", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 53, "byTool": { "suggest_work": 1, "search": 2, "search_documents": 1, "start_work": 1, "get_task": 3, "write_task_note": 4, "read_task_notes": 2, "list_artifacts": 2, "read_file": 10, "write_artifact": 3, "read_artifact": 3, "read_doc_as_markdown": 1, "search_docs": 1, "message_gezel": 1, "write_file": 5, "advance_task_step": 5, "read_files": 1, "list_dir": 2, "replace_in_file": 3, "stat": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 1885, "filePath": "craftbook-route-multi", "bytes": 0, "score": 9, "scoreMax": 11, "signals": [], "failReason": "no task has been started from the bundled \"press-release\" recipe yet — search the recipe library for the one that covers writing an announcement for journalists and invoke it on this project" }, { "atMs": 109339, "filePath": "craftbook-route-multi", "bytes": 0, "score": 9, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 461658, "filePath": "craftbook-route-multi", "bytes": 1285, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 630250, "filePath": "craftbook-route-multi", "bytes": 1004, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 660893, "filePath": "craftbook-route-multi", "bytes": 1172, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 860048, "filePath": "craftbook-route-multi", "bytes": 1169, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } ], "latest": { "filePath": "craftbook-route-multi", "bytes": 1169, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T19:21:55.347Z] [trial] id=craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-21-55-346Z-tpjx scenario=craftbook-route-multi model=qwen3.8-27b-q4", "[2026-10-29T19:21:55.347Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-21-55-346Z-tpjx", "[2026-10-29T19:21:55.347Z] [trial] trialHome=/tmp/gezel-eval-craftbook-route-multi-fTQ6Bn", "[2026-10-29T19:21:55.347Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T19:21:55.347Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T19:21:55.347Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T19:21:55.348Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T19:21:55.349Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-route-multi-fTQ6Bn", "[2026-10-29T19:21:56.883Z] [trial] daemon spawned pid=2691818 port=https://127.0.0.1:46713", "[2026-10-29T19:21:56.980Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T19:21:56.986Z] [trial] meester=nadia", "[2026-10-29T19:21:56.986Z] [trial] running scenario setup hook", "[2026-10-29T19:21:57.098Z] [trial] scenario setup complete", "[2026-10-29T19:21:57.098Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T19:21:57.118Z] [poll] initial digests hard=6b769e96cfdb1b20 soft=cbd3c594b9402951", "[2026-10-29T19:21:57.269Z] [poll] hard-progress: 6b769e96cfdb1b20 → 4335e35a16f7c3d5 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-29T19:22:48.429Z] [poll] hard-progress: 4335e35a16f7c3d5 → 01ca0a9a5bdc34ab after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=92,stream=776) sniff=9/0B)", "[2026-10-29T19:23:19.212Z] [poll] hard-progress: 01ca0a9a5bdc34ab → 37bb1a9470d2d40f after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=165,stream=1447) sniff=9/0B)", "[2026-10-29T19:23:44.728Z] [poll] hard-progress: 37bb1a9470d2d40f → d77ce956383032d7 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=196,stream=1822) sniff=9/0B)", "[2026-10-29T19:23:49.820Z] [poll] hard-progress: d77ce956383032d7 → 35d7f4e651f5171d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=203,stream=1869) sniff=9/0B)", "[2026-10-29T19:24:10.246Z] [poll] hard-progress: 35d7f4e651f5171d → 70b9fcee0079969c after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=246,stream=2297) sniff=9/0B)", "[2026-10-29T19:24:40.885Z] [poll] hard-progress: 70b9fcee0079969c → 0996c91ae4b69d0f after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=306,stream=2740) sniff=9/0B)", "[2026-10-29T19:24:51.052Z] [poll] hard-progress: 0996c91ae4b69d0f → 16372ffade4f3a1f after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=8,slot=306,stream=2740) sniff=9/0B)", "[2026-10-29T19:25:52.452Z] [poll] hard-progress: 16372ffade4f3a1f → 5fa4a451cac8af22 after 61s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=9,slot=402,stream=3521) sniff=9/0B)", "[2026-10-29T19:26:12.934Z] [poll] hard-progress: 5fa4a451cac8af22 → 6b2fc89eda29ec1e after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=432,stream=3720) sniff=9/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 6.8, "compositeIgnoringProseFlag": 6.8, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 9, "why": "sniff 10/11" }, "efficiency": { "score": 3, "why": "budget=0.22 calls=53 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-21-55-346Z-tpjx/result.json", "sha256": "b816d17c8064b70296e3e56dce06a1c4eb69032b673d6aab58b6138ea8fb3095" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-21-55-346Z-tpjx/facts.json", "sha256": "0203675fe0bc7451ae431d72ded2d885d4fe1213f82c8939dc92d5080db54e4a" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-21-55-346Z-tpjx/metrics.json", "sha256": "e24ef614a11281b737d5a84a201ccd19e0b627d0f39c79c6ce81e88fd8a0991e" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "complex-work", "scenarioId": "craftbook-route-multi", "trialId": "craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-39-19-777Z-tof0", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-39-19-777Z-tof0", "scenarioId": "craftbook-route-multi", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T19:39:19.777Z", "finishedAt": "2026-10-29T19:53:03.053Z", "durationMs": 823276, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on out/press-release.md; missing signals stayed unchanged: task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-39-19-777Z-tof0", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-route-multi", "score": 10, "bytes": 1199, "deliverableMissing": false, "milestones": 2, "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. 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"medianOutputTokensPerSec": 28, "turns": 10 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 9285, "cachedInputTokens": 8853, "outputTokens": 80, "cost": 0, "durationMs": 84322, "outputTokensPerSec": 38.89510335265944, "at": "2026-10-29T19:52:56.270Z" }, "lastUpdated": "2026-10-29T19:52:56.270Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T19:52:58.981Z" } }, "source": "engine-log" }, "derived": { "durationMs": 817627, "meanTokensPerSec": 25.96, "genTokensPerSec": 25.96, "genTokens": 12088, "promptTokensPerSec": 769.56, "peakRssMb": 13228, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 141688, "output": 3349 } } } }, "facts": { 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0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "shared:About this library.md", "knowledge://bendyline/handboek/notifications", "knowledge://bendyline/handboek/adding-folders", "knowledge://bendyline/handboek/craftbook/chapter-weave", "knowledge://bendyline/handboek/craftbook/cover-letter" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on out/press-release.md; missing signals stayed unchanged: task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.. Last failure: task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count.", "durationMs": 823276, "timeoutMs": 4800000, "budgetUsedFraction": 0.17151583333333334 }, "timing": { "startedAt": "2026-10-29T19:39:19.777Z", "finishedAt": "2026-10-29T19:53:03.053Z", "timeToFirstArtifactMs": 319888, "timeToLastArtifactWriteMs": 816487, "timeToFirstTokenMs": 23431, "firstTurnTtftMs": 19709, "timeToFirstToolCallMs": 40101 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner", "Copywriter", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 39, "byTool": { "suggest_work": 1, "craftbook_read": 3, "search_documents": 1, "list_documents": 1, "how_do_i": 1, "start_work": 1, "get_task": 3, "write_task_note": 1, "read_task_notes": 1, "list_artifacts": 1, "read_artifact": 3, "read_file": 7, "write_artifact": 1, "search": 2, "message_gezel": 1, "write_file": 4, "advance_task_step": 2, "read_files": 1, "list_dir": 2, "replace_in_file": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 1987, "filePath": "craftbook-route-multi", "bytes": 0, "score": 9, "scoreMax": 11, "signals": [], "failReason": "no task has been started from the bundled \"press-release\" recipe yet — search the recipe library for the one that covers writing an announcement for journalists and invoke it on this project" }, { "atMs": 114562, "filePath": "craftbook-route-multi", "bytes": 0, "score": 9, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 614645, "filePath": "craftbook-route-multi", "bytes": 1119, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 665680, "filePath": "craftbook-route-multi", "bytes": 964, "score": 9, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 701361, "filePath": "craftbook-route-multi", "bytes": 1197, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 732050, "filePath": "craftbook-route-multi", "bytes": 1312, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 818846, "filePath": "craftbook-route-multi", "bytes": 1199, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } ], "latest": { "filePath": "craftbook-route-multi", "bytes": 1199, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T19:39:19.779Z] [trial] id=craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-39-19-777Z-tof0 scenario=craftbook-route-multi model=qwen3.8-27b-q4", "[2026-10-29T19:39:19.779Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-39-19-777Z-tof0", "[2026-10-29T19:39:19.779Z] [trial] trialHome=/tmp/gezel-eval-craftbook-route-multi-5xsEeS", "[2026-10-29T19:39:19.779Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T19:39:19.779Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T19:39:19.779Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T19:39:19.779Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T19:39:19.780Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-route-multi-5xsEeS", "[2026-10-29T19:39:21.321Z] [trial] daemon spawned pid=2755378 port=https://127.0.0.1:36169", "[2026-10-29T19:39:21.427Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T19:39:21.437Z] [trial] meester=celestine", "[2026-10-29T19:39:21.437Z] [trial] running scenario setup hook", "[2026-10-29T19:39:21.635Z] [trial] scenario setup complete", "[2026-10-29T19:39:21.635Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T19:39:21.667Z] [poll] initial digests hard=1ed60b27f8cdd77f soft=66e37df0722686ab", "[2026-10-29T19:39:21.801Z] [poll] hard-progress: 1ed60b27f8cdd77f → 5c466a44c3e5f016 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-29T19:40:02.758Z] [poll] hard-progress: 5c466a44c3e5f016 → 1984e672eb5affa3 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=62,stream=469) sniff=9/0B)", "[2026-10-29T19:40:12.954Z] [poll] hard-progress: 1984e672eb5affa3 → 43a50179855144d8 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=77,stream=576) sniff=9/0B)", "[2026-10-29T19:40:28.280Z] [poll] hard-progress: 43a50179855144d8 → 55bc62f3d22865db after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=90,stream=668) sniff=9/0B)", "[2026-10-29T19:40:38.548Z] [poll] hard-progress: 55bc62f3d22865db → 3f9fe38a34c59398 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=118,stream=866) sniff=9/0B)", "[2026-10-29T19:40:48.770Z] [poll] hard-progress: 3f9fe38a34c59398 → 64107563465e19ec after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=143,stream=1068) sniff=9/0B)", "[2026-10-29T19:41:14.375Z] [poll] hard-progress: 64107563465e19ec → d6ef15742874c0a5 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=204,stream=1747) sniff=9/0B)", "[2026-10-29T19:41:19.441Z] [poll] hard-progress: d6ef15742874c0a5 → b00eded3ab3fd7ee after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=209,stream=1785) sniff=9/0B)", "[2026-10-29T19:42:00.296Z] [poll] hard-progress: b00eded3ab3fd7ee → 30a04ea84c55c941 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=268,stream=2375) sniff=9/0B)", "[2026-10-29T19:42:20.644Z] [poll] hard-progress: 30a04ea84c55c941 → 346f469f12f05593 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=9,slot=291,stream=2603) sniff=9/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 6.8, "compositeIgnoringProseFlag": 6.8, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 9, "why": "sniff 10/11" }, "efficiency": { "score": 3, "why": "budget=0.17 calls=39 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-39-19-777Z-tof0/result.json", "sha256": "66539e21d9e886f2ef54ebe3758e5a1cc4e642ce5fa316a4ec640999797fee60" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-39-19-777Z-tof0/facts.json", "sha256": "cef7dc7717f913aae5d2316f75b6746604aee3b56405797090f38e7ea4375af1" }, "metrics.json": { "path": 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journalists and invoke it on this project" }, { "atMs": 135012, "filePath": "craftbook-route-multi", "bytes": 0, "score": 9, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 435763, "filePath": "craftbook-route-multi", "bytes": 1159, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 538055, "filePath": "craftbook-route-multi", "bytes": 1118, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 670971, "filePath": "craftbook-route-multi", "bytes": 1057, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 910459, "filePath": "craftbook-route-multi", "bytes": 1116, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 961520, "filePath": "craftbook-route-multi", "bytes": 1105, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 981973, "filePath": "craftbook-route-multi", "bytes": 1203, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1079057, "filePath": "craftbook-route-multi", "bytes": 1091, "score": 10, "scoreMax": 11, "signals": [], "failReason": "task fieldstone-launch-comms/1 (from \"press-release\") has status \"active\" — advance THIS task to a terminal step with advance_task_step/set_task_status. Do NOT invoke the recipe again or create a second task: a new task starts the work over and does not count." }, { "atMs": 1906670, "filePath": "craftbook-route-multi", "bytes": 1091, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-route-multi", "bytes": 1091, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T19:53:03.590Z] [trial] id=craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-53-03-589Z-loj8 scenario=craftbook-route-multi model=qwen3.8-27b-q4", "[2026-10-29T19:53:03.590Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-53-03-589Z-loj8", "[2026-10-29T19:53:03.590Z] [trial] trialHome=/tmp/gezel-eval-craftbook-route-multi-Y2d0EV", "[2026-10-29T19:53:03.590Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T19:53:03.590Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T19:53:03.590Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T19:53:03.591Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T19:53:03.591Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-route-multi-Y2d0EV", "[2026-10-29T19:53:05.230Z] [trial] daemon spawned pid=2767602 port=https://127.0.0.1:43997", "[2026-10-29T19:53:05.332Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T19:53:05.341Z] [trial] meester=bastien", "[2026-10-29T19:53:05.341Z] [trial] running scenario setup hook", "[2026-10-29T19:53:05.473Z] [trial] scenario setup complete", "[2026-10-29T19:53:05.474Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T19:53:05.498Z] [poll] initial digests hard=d50a83da213a8296 soft=9cd32afdd4152a99", "[2026-10-29T19:53:05.632Z] [poll] hard-progress: d50a83da213a8296 → 2c99f864d037f16e after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-29T19:53:51.635Z] [poll] hard-progress: 2c99f864d037f16e → 35193fc5e3923272 after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=76,stream=563) sniff=9/0B)", "[2026-10-29T19:54:07.025Z] [poll] hard-progress: 35193fc5e3923272 → d30f6f2ea576a592 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=117,stream=958) sniff=9/0B)", "[2026-10-29T19:54:17.249Z] [poll] hard-progress: d30f6f2ea576a592 → 89c767bf71d49c1e after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=143,stream=1126) sniff=9/0B)", "[2026-10-29T19:54:22.316Z] [poll] hard-progress: 89c767bf71d49c1e → 781ea876cf7d712e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=146,stream=1157) sniff=9/0B)", "[2026-10-29T19:54:52.976Z] [poll] hard-progress: 781ea876cf7d712e → f48c8f940e0e0507 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=193,stream=1535) sniff=9/0B)", "[2026-10-29T19:55:18.642Z] [poll] hard-progress: f48c8f940e0e0507 → 8e38b7d57e6b7535 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=252,stream=2237) sniff=9/0B)", "[2026-10-29T19:55:44.222Z] [poll] hard-progress: 8e38b7d57e6b7535 → c144eb21992b3614 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=296,stream=2577) sniff=9/0B)", "[2026-10-29T19:56:25.049Z] [poll] hard-progress: c144eb21992b3614 → 24da4589f0c7ca88 after 41s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=9,slot=355,stream=3156) sniff=9/0B)", "[2026-10-29T19:56:40.322Z] [poll] hard-progress: 24da4589f0c7ca88 → 5f6d004eb483f768 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=366,stream=3208) sniff=9/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 11/11 (floor 5)" }, "efficiency": { "score": 3, "why": "budget=0.40 calls=87 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/complex-work/craftbook-route-multi/craftbook-route-multi-qwen3-8-27b-q4-2026-10-29T19-53-03-589Z-loj8/result.json", "sha256": "28fda464ab98aa8a036472706921093209a8eed7b779acb60396dc7a98318b52" }, "facts.json": { "path": 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appears outside the Conflicts section; re-read memo-product.md and finance.csv, then keep the historical value only in its reconciliation entry - only 5 substantively cited claim(s) — name the seeded source file as a backticked filename inside the sentence (for example `finance.csv`) for at least six separate claims; numbered references such as [3] and a Sources list do not count" }, { "atMs": 392546, "filePath": "conflict-synthesis", "bytes": 2256, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } ], "latest": { "filePath": "conflict-synthesis", "bytes": 2256, "score": 13, "scoreMax": 13, "signals": [ 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cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:47:46.382Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:47:46.382Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:47:46.383Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:47:46.383Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-conflict-synthesis-UbclVk", "[2026-10-28T20:47:47.917Z] [trial] daemon spawned pid=326515 port=https://127.0.0.1:45479", "[2026-10-28T20:47:48.008Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:47:48.015Z] [trial] meester=jasper", "[2026-10-28T20:47:48.015Z] [trial] running scenario setup hook", "[2026-10-28T20:47:48.182Z] [trial] scenario setup complete", "[2026-10-28T20:47:48.182Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:47:48.209Z] [poll] initial digests hard=3cdc9e33251e1b66 soft=4f8469d01c946b99", "[2026-10-28T20:47:48.236Z] [poll] hard-progress: 3cdc9e33251e1b66 → ae0db1f9f7d41d5f after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:48:18.463Z] [poll] hard-progress: ae0db1f9f7d41d5f → fe7f86bfd0f85144 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=35,stream=251) sniff=0/0B)", "[2026-10-28T20:49:39.887Z] [poll] hard-progress: fe7f86bfd0f85144 → cab5921dae20fcbf after 81s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=241,stream=3047) sniff=0/0B)", "[2026-10-28T20:50:00.085Z] [poll] hard-progress: cab5921dae20fcbf → 897d88f44f0c1411 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=248,stream=3061) sniff=0/0B)", "[2026-10-28T20:50:35.708Z] [poll] hard-progress: 897d88f44f0c1411 → 66a8470502a73e67 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=341,stream=5005) sniff=0/0B)", "[2026-10-28T20:50:40.789Z] [poll] hard-progress: 66a8470502a73e67 → acb3bfe26fff3ac1 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=341,stream=5005) sniff=11/3094B)", "[2026-10-28T20:51:01.078Z] [poll] hard-progress: acb3bfe26fff3ac1 → 8822c91346e356ca after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=360,stream=5160) sniff=12/3094B)", "[2026-10-28T20:51:11.174Z] [poll] hard-progress: 8822c91346e356ca → 2c3da95c3f1d554e after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=368,stream=5176) sniff=12/3094B)", "[2026-10-28T20:51:16.220Z] [poll] hard-progress: 2c3da95c3f1d554e → 64551745e19b4599 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=6,slot=375,stream=5194) sniff=12/3094B)", "[2026-10-28T20:51:26.320Z] [poll] hard-progress: 64551745e19b4599 → c3496e76f1817fef after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=382,stream=5208) sniff=12/3094B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.22 calls=14 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-47-46-380Z-vj5e/result.json", "sha256": "8275bac75e0ed622b6588c998a50f24c6a8107a881a87ceb56799cdd938f6063" }, "facts.json": { "path": 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"reason": "all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "durationMs": 147223, "timeoutMs": 1800000, "budgetUsedFraction": 0.08179055555555556 }, "timing": { "startedAt": "2026-10-28T20:54:24.020Z", "finishedAt": "2026-10-28T20:56:51.243Z", "timeToFirstArtifactMs": 93585, "timeToLastArtifactWriteMs": 139031, "timeToFirstTokenMs": 22634, "firstTurnTtftMs": 19273, "timeToFirstToolCallMs": 27603 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 8, "byTool": { "read_file": 7, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 98288, "filePath": "conflict-synthesis", "bytes": 3236, "score": 12, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "citations" ], "failReason": null }, { "atMs": 143958, "filePath": "conflict-synthesis", "bytes": 3236, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } ], "latest": { "filePath": "conflict-synthesis", "bytes": 3236, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:54:24.021Z] [trial] id=conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-54-24-020Z-58sx scenario=conflict-synthesis model=qwen3.8-27b-q4", "[2026-10-28T20:54:24.021Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-54-24-020Z-58sx", "[2026-10-28T20:54:24.021Z] [trial] trialHome=/tmp/gezel-eval-conflict-synthesis-NWGZXz", "[2026-10-28T20:54:24.021Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:54:24.021Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:54:24.022Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:54:24.022Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:54:24.023Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-conflict-synthesis-NWGZXz", "[2026-10-28T20:54:25.554Z] [trial] daemon spawned pid=332404 port=https://127.0.0.1:41807", "[2026-10-28T20:54:25.657Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:54:25.663Z] [trial] meester=thandiwe", "[2026-10-28T20:54:25.663Z] [trial] running scenario setup hook", "[2026-10-28T20:54:25.800Z] [trial] scenario setup complete", "[2026-10-28T20:54:25.801Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:54:25.829Z] [poll] initial digests hard=d1608e257cebfcfa soft=4a41ae51f9bc1bdc", "[2026-10-28T20:54:25.861Z] [poll] hard-progress: d1608e257cebfcfa → ec0f16080cdc66bf after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:54:56.112Z] [poll] hard-progress: ec0f16080cdc66bf → a6ede5fa169f85b5 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=34,stream=200) sniff=0/0B)", "[2026-10-28T20:56:02.334Z] [poll] hard-progress: a6ede5fa169f85b5 → 3a0c35842cdff308 after 66s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=199,stream=2814) sniff=12/3236B)", "[2026-10-28T20:56:17.477Z] [poll] hard-progress: 3a0c35842cdff308 → c855b393f15ba20d after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=208,stream=2875) sniff=12/3236B)", "[2026-10-28T20:56:47.978Z] [poll] terminal: success=true reason=all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "[2026-10-28T20:56:48.480Z] [capture] dumped 1 session(s)", "[2026-10-28T20:56:48.483Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:56:48.524Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:56:51.242Z] [trial] daemon shut down", "[2026-10-28T20:56:51.243Z] [trial] PASS duration=147223ms reason=all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.08 calls=8" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-54-24-020Z-58sx/result.json", "sha256": "c731f0a2e41e65d22dc915c5ad5dd170f37ed921a4e4fd0aa4c049cc92017c51" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-54-24-020Z-58sx/facts.json", "sha256": "0e7ecdb374974f9f06b54637fa0448356ac531a883ecec7ed306c5d1dce7bd3f" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-54-24-020Z-58sx/metrics.json", "sha256": "6c62d9eabeaa2b47a868afc96761920eb42f20fd91ab7149d647bfa3d5f6fcea" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "conflict-synthesis", "trialId": "conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-56-52-097Z-euvk", "success": true, "nonModelFailure": false, "result": { "trialId": "conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-56-52-097Z-euvk", "scenarioId": "conflict-synthesis", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T20:56:52.098Z", "finishedAt": "2026-10-28T21:01:41.036Z", "durationMs": 288938, "success": true, "reason": "all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-56-52-097Z-euvk", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 57, "peakRssMb": 11763, "peakCpuPercent": 175.5, "firstAtMs": 0, "lastAtMs": 284017 }, "gpu": { "available": true, "sampleCount": 57, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 57, "peakUsedMb": 58703, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 53964, "totalOutputTokens": 4353, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 20675, "todayTokensCached": 13235, "todayTokensOut": 1224, "todayCost": 0, "totalTurns": 2, "totalTokensIn": 20675, "totalTokensCached": 13235, "totalTokensOut": 1224, "totalCost": 0, "medianOutputTokensPerSec": 33.2, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 33.2, "turns": 2 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 6301, "outputTokens": 983, "cost": 0, "durationMs": 103543, "outputTokensPerSec": 40.33329098748506, "at": "2026-10-28T21:01:35.789Z" }, "lastUpdated": "2026-10-28T21:01:35.789Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:01:38.226Z" } }, "source": "engine-log" }, "derived": { "durationMs": 284564, "meanTokensPerSec": 31.05, "genTokensPerSec": 31.05, "genTokens": 4353, "promptTokensPerSec": 813.25, "peakRssMb": 11763, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 20675, "output": 1224 } } } }, "facts": { "trialId": "conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-56-52-097Z-euvk", "scenarioId": "conflict-synthesis", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-56-52-097Z-euvk", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 57, "peakRssMb": 11763, "peakCpuPercent": 175.5, "firstAtMs": 0, "lastAtMs": 284017 }, "gpu": { "available": true, "sampleCount": 57, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 57, "peakUsedMb": 58703, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 53964, "totalOutputTokens": 4353, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 20675, "todayTokensCached": 13235, "todayTokensOut": 1224, "todayCost": 0, "totalTurns": 2, "totalTokensIn": 20675, "totalTokensCached": 13235, "totalTokensOut": 1224, "totalCost": 0, "medianOutputTokensPerSec": 33.2, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 33.2, "turns": 2 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 6301, "outputTokens": 983, "cost": 0, "durationMs": 103543, "outputTokensPerSec": 40.33329098748506, "at": "2026-10-28T21:01:35.789Z" }, "lastUpdated": "2026-10-28T21:01:35.789Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:01:38.226Z" } }, "source": "engine-log" }, "derived": { "durationMs": 284564, "meanTokensPerSec": 31.05, "genTokensPerSec": 31.05, "genTokens": 4353, "promptTokensPerSec": 813.25, "peakRssMb": 11763, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 20675, "output": 1224 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T20:56:53.632Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T20:56:53.599Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "tamsin": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 4, "maxContextFill": 0.023921966552734375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.023921966552734375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "durationMs": 288938, "timeoutMs": 1800000, "budgetUsedFraction": 0.16052111111111111 }, "timing": { "startedAt": "2026-10-28T20:56:52.098Z", "finishedAt": "2026-10-28T21:01:41.036Z", "timeToFirstArtifactMs": 145360, "timeToLastArtifactWriteMs": 283691, "timeToFirstTokenMs": 22574, "firstTurnTtftMs": 19210, "timeToFirstToolCallMs": 26537 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 12, "byTool": { "read_files": 1, "read_file": 8, "write_file": 3 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 148813, "filePath": "conflict-synthesis", "bytes": 3526, "score": 9, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-canonical-used", "claims-source-supported", "citations" ], "failReason": "- conflict (launch date): a superseded value appears outside the Conflicts section; re-read memo-product.md and memo-engineering.md, then keep the historical value only in its reconciliation entry - conflict (launch budget): a superseded value appears outside the Conflicts section; re-read memo-product.md and finance.csv, then keep the historical value only in its reconciliation entry - conflict (launch DRI): a superseded value appears outside the Conflicts section; re-read memo-oldplan.md and org.md, then keep the historical value only in its reconciliation entry" }, { "atMs": 179244, "filePath": "conflict-synthesis", "bytes": 3526, "score": 10, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": "- conflict (launch date): a superseded value appears outside the Conflicts section; re-read memo-product.md and memo-engineering.md, then keep the historical value only in its reconciliation entry - conflict (launch budget): a superseded value appears outside the Conflicts section; re-read memo-product.md and finance.csv, then keep the historical value only in its reconciliation entry - conflict (launch DRI): a superseded value appears outside the Conflicts section; re-read memo-oldplan.md and org.md, then keep the historical value only in its reconciliation entry" }, { "atMs": 285647, "filePath": "conflict-synthesis", "bytes": 3465, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } ], "latest": { "filePath": "conflict-synthesis", "bytes": 3465, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:56:52.098Z] [trial] id=conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-56-52-097Z-euvk scenario=conflict-synthesis model=qwen3.8-27b-q4", "[2026-10-28T20:56:52.098Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-56-52-097Z-euvk", "[2026-10-28T20:56:52.098Z] [trial] trialHome=/tmp/gezel-eval-conflict-synthesis-aB2NHr", "[2026-10-28T20:56:52.098Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:56:52.098Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:56:52.098Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:56:52.099Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:56:52.099Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-conflict-synthesis-aB2NHr", "[2026-10-28T20:56:53.631Z] [trial] daemon spawned pid=334587 port=https://127.0.0.1:44631", "[2026-10-28T20:56:53.732Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:56:53.740Z] [trial] meester=rosalind", "[2026-10-28T20:56:53.740Z] [trial] running scenario setup hook", "[2026-10-28T20:56:53.893Z] [trial] scenario setup complete", "[2026-10-28T20:56:53.893Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:56:53.916Z] [poll] initial digests hard=4ce821ef99656dc9 soft=da31653f4a2ec993", "[2026-10-28T20:56:53.940Z] [poll] hard-progress: 4ce821ef99656dc9 → ba2f6f9eb4642ea7 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:57:19.145Z] [poll] hard-progress: ba2f6f9eb4642ea7 → 39a0d7f26a9b9087 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=22,stream=105) sniff=0/0B)", "[2026-10-28T20:58:25.149Z] [poll] hard-progress: 39a0d7f26a9b9087 → c230b8c807837a14 after 66s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=185,stream=2603) sniff=0/0B)", "[2026-10-28T20:58:45.373Z] [poll] hard-progress: c230b8c807837a14 → 5cd86049ddc6c55a after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=191,stream=2617) sniff=0/0B)", "[2026-10-28T20:59:20.957Z] [poll] hard-progress: 5cd86049ddc6c55a → 7e6d21f4245d3cda after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=276,stream=4693) sniff=9/3526B)", "[2026-10-28T20:59:41.202Z] [poll] hard-progress: 7e6d21f4245d3cda → 2b83fd84f740d1b5 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=295,stream=4828) sniff=9/3526B)", "[2026-10-28T20:59:51.402Z] [poll] hard-progress: 2b83fd84f740d1b5 → 57e5c20d35734d96 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=320,stream=5068) sniff=10/3526B)", "[2026-10-28T21:00:01.489Z] [poll] hard-progress: 57e5c20d35734d96 → b0bff0139f4454d3 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=329,stream=5084) sniff=10/3526B)", "[2026-10-28T21:00:11.592Z] [poll] hard-progress: b0bff0139f4454d3 → 14f18d2c190df6de after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=8,slot=337,stream=5102) sniff=10/3526B)", "[2026-10-28T21:00:31.814Z] [poll] hard-progress: 14f18d2c190df6de → cf0cdabadf0c3a0d after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=344,stream=5116) sniff=10/3526B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.16 calls=12 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-56-52-097Z-euvk/result.json", "sha256": "de5797032ed3de3ac963e401ab05fe9180a1237cbf06b686101db5a610a06a2e" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T20-56-52-097Z-euvk/facts.json", "sha256": 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[trial] id=data-wrangle-qwen3-8-27b-q4-2026-10-28T20-07-51-655Z-60w0 scenario=data-wrangle model=qwen3.8-27b-q4", "[2026-10-28T20:07:51.656Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-07-51-655Z-60w0", "[2026-10-28T20:07:51.656Z] [trial] trialHome=/tmp/gezel-eval-data-wrangle-lg1vpx", "[2026-10-28T20:07:51.656Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:07:51.657Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:07:51.656Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:07:51.657Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:07:51.659Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-data-wrangle-lg1vpx", "[2026-10-28T20:07:53.192Z] [trial] daemon spawned pid=243596 port=https://127.0.0.1:40869", "[2026-10-28T20:07:53.296Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:07:53.304Z] [trial] meester=zephyr", "[2026-10-28T20:07:53.304Z] [trial] running scenario setup hook", "[2026-10-28T20:07:53.486Z] [trial] scenario setup complete", "[2026-10-28T20:07:53.487Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:07:53.514Z] [poll] initial digests hard=93ac1979569efe5a soft=823c9c5240cca5b3", "[2026-10-28T20:07:53.532Z] [poll] hard-progress: 93ac1979569efe5a → 97e7e871b8909bbf after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:08:13.698Z] [poll] hard-progress: 97e7e871b8909bbf → 6148933117e2ed71 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=27,stream=137) sniff=0/0B)", "[2026-10-28T20:08:18.740Z] [poll] hard-progress: 6148933117e2ed71 → fcb85b89da53f23a after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=35,stream=189) sniff=0/0B)", "[2026-10-28T20:08:54.291Z] [poll] hard-progress: fcb85b89da53f23a → 21bd4e67b8fa8efc after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=123,stream=2031) sniff=0/0B)", "[2026-10-28T20:09:09.449Z] [poll] hard-progress: 21bd4e67b8fa8efc → 3246882b38f4ff52 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=131,stream=2092) sniff=0/0B)", "[2026-10-28T20:09:19.638Z] [poll] hard-progress: 3246882b38f4ff52 → 7906b5a99d283b94 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=155,stream=2337) sniff=0/0B)", "[2026-10-28T20:09:29.792Z] [poll] terminal: success=true reason=out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "[2026-10-28T20:09:30.297Z] [capture] dumped 1 session(s)", "[2026-10-28T20:09:30.300Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:09:30.349Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 11/11 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.04 calls=9" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-07-51-655Z-60w0/result.json", "sha256": "5519351e3cc7f15e480a5d58d204a500852951e273bf2c95fde0bb38dd1af35f" }, "facts.json": { "path": 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"injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "durationMs": 131146, "timeoutMs": 2700000, "budgetUsedFraction": 0.04857259259259259 }, "timing": { "startedAt": "2026-10-28T20:09:33.949Z", "finishedAt": "2026-10-28T20:11:45.095Z", "timeToFirstArtifactMs": 60750, "timeToLastArtifactWriteMs": 109103, "timeToFirstTokenMs": 14273, "firstTurnTtftMs": 10883, "timeToFirstToolCallMs": 18165 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { 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"autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:09:33.949Z] [trial] id=data-wrangle-qwen3-8-27b-q4-2026-10-28T20-09-33-948Z-jkls scenario=data-wrangle model=qwen3.8-27b-q4", "[2026-10-28T20:09:33.949Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-09-33-948Z-jkls", "[2026-10-28T20:09:33.949Z] [trial] trialHome=/tmp/gezel-eval-data-wrangle-yLy0EL", "[2026-10-28T20:09:33.949Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:09:33.949Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:09:33.949Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:09:33.950Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:09:33.950Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-data-wrangle-yLy0EL", "[2026-10-28T20:09:35.483Z] [trial] daemon spawned pid=245233 port=https://127.0.0.1:42099", "[2026-10-28T20:09:35.581Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:09:35.588Z] [trial] meester=zephyr", "[2026-10-28T20:09:35.588Z] [trial] running scenario setup hook", "[2026-10-28T20:09:35.757Z] [trial] scenario setup complete", "[2026-10-28T20:09:35.757Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:09:35.793Z] [poll] initial digests hard=c99201d3cc53be29 soft=1865d9ea5b111217", "[2026-10-28T20:09:35.828Z] [poll] hard-progress: c99201d3cc53be29 → 56477bacb98a026e after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:09:55.984Z] [poll] hard-progress: 56477bacb98a026e → eca9d96e18bd09a9 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=19,stream=105) sniff=0/0B)", "[2026-10-28T20:10:36.545Z] [poll] hard-progress: eca9d96e18bd09a9 → cd506708888b13f7 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=124,stream=2221) sniff=0/0B)", "[2026-10-28T20:10:56.835Z] [poll] hard-progress: cd506708888b13f7 → 6a53e5db9395a44b after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=138,stream=2308) sniff=0/0B)", "[2026-10-28T20:11:27.350Z] [poll] hard-progress: 6a53e5db9395a44b → ce186725a53935c8 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=217,stream=4197) sniff=0/0B)", "[2026-10-28T20:11:32.368Z] [poll] terminal: success=true reason=out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "[2026-10-28T20:11:32.877Z] [capture] dumped 1 session(s)", "[2026-10-28T20:11:32.878Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:11:32.913Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:11:45.094Z] [trial] daemon shut down" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 11/11 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.05 calls=9" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-09-33-948Z-jkls/result.json", "sha256": "db5bf01cc7edc53345dd7a0ffc09c3acbbfbf22d61135603a2c36d7a220e1a19" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-09-33-948Z-jkls/facts.json", "sha256": "e775ee0e64a6e988772c72be4f581faad89a6b0da244888769a0daff1ea7d283" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-09-33-948Z-jkls/metrics.json", "sha256": "17bd500c3ae728f9c9b3de7ead9246a8f11b9b23e95c201150c51aa11905558e" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "data-wrangle", "trialId": "data-wrangle-qwen3-8-27b-q4-2026-10-28T20-11-45-393Z-lre2", "success": true, "nonModelFailure": false, "result": { "trialId": "data-wrangle-qwen3-8-27b-q4-2026-10-28T20-11-45-393Z-lre2", "scenarioId": "data-wrangle", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T20:11:45.393Z", "finishedAt": "2026-10-28T20:13:42.751Z", "durationMs": 117358, "success": true, "reason": "out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-11-45-393Z-lre2", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 23, "peakRssMb": 4841, "peakCpuPercent": 177.1, "firstAtMs": 0, "lastAtMs": 112269 }, "gpu": { "available": true, "sampleCount": 23, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 23, "peakUsedMb": 51330, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 8746, "totalOutputTokens": 2419, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:13:39.739Z" } }, "source": "engine-log" }, "derived": { "durationMs": 112882, "meanTokensPerSec": 31.81, "genTokensPerSec": 31.81, "genTokens": 2419, "promptTokensPerSec": 756.7, "peakRssMb": 4841, "peakGpuUtilPercent": 96, "billing": null } }, "facts": { "trialId": "data-wrangle-qwen3-8-27b-q4-2026-10-28T20-11-45-393Z-lre2", "scenarioId": "data-wrangle", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-11-45-393Z-lre2", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 23, "peakRssMb": 4841, "peakCpuPercent": 177.1, "firstAtMs": 0, "lastAtMs": 112269 }, "gpu": { "available": true, "sampleCount": 23, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 23, "peakUsedMb": 51330, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 8746, "totalOutputTokens": 2419, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:13:39.739Z" } }, "source": "engine-log" }, "derived": { "durationMs": 112882, "meanTokensPerSec": 31.81, "genTokensPerSec": 31.81, "genTokens": 2419, "promptTokensPerSec": 756.7, "peakRssMb": 4841, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T20:11:46.858Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T20:11:46.837Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "noor": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.015125274658203125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.015125274658203125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "durationMs": 117358, "timeoutMs": 2700000, "budgetUsedFraction": 0.04346592592592593 }, "timing": { "startedAt": "2026-10-28T20:11:45.393Z", "finishedAt": "2026-10-28T20:13:42.751Z", "timeToFirstArtifactMs": 79932, "timeToLastArtifactWriteMs": 79932, "timeToFirstTokenMs": 13608, "firstTurnTtftMs": 10299, "timeToFirstToolCallMs": 16289 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 6, "byTool": { "list_dir": 1, "read_files": 1, "read_file": 2, "write_file": 1, "run_nodejs_script": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 10 }, "sniff": { "progression": [ { "atMs": 1728, "filePath": "data-wrangle", "bytes": 0, "score": 0, "scoreMax": null, "signals": [], "failReason": null }, { "atMs": 113857, "filePath": "data-wrangle", "bytes": 6986, "score": 11, "scoreMax": 11, "signals": [ "parses-as-array", "row-shape", "emails-normalized", "dates-iso", "unique-emails", "source-ids-preserved", "row-count", "sorted-by-email", "golden-bom-row", "golden-quoted-name", "golden-dedup-newest" ], "failReason": null } ], "latest": { "filePath": "data-wrangle", "bytes": 6986, "score": 11, "scoreMax": 11, "signals": [ "parses-as-array", "row-shape", "emails-normalized", "dates-iso", "unique-emails", "source-ids-preserved", "row-count", "sorted-by-email", "golden-bom-row", "golden-quoted-name", "golden-dedup-newest" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:11:45.397Z] [trial] id=data-wrangle-qwen3-8-27b-q4-2026-10-28T20-11-45-393Z-lre2 scenario=data-wrangle model=qwen3.8-27b-q4", "[2026-10-28T20:11:45.397Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-11-45-393Z-lre2", "[2026-10-28T20:11:45.397Z] [trial] trialHome=/tmp/gezel-eval-data-wrangle-1ePsBu", "[2026-10-28T20:11:45.397Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:11:45.397Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:11:45.397Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:11:45.397Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:11:45.398Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-data-wrangle-1ePsBu", "[2026-10-28T20:11:46.829Z] [trial] daemon spawned pid=247256 port=https://127.0.0.1:36329", "[2026-10-28T20:11:46.923Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:11:46.930Z] [trial] meester=thandiwe", "[2026-10-28T20:11:46.930Z] [trial] running scenario setup hook", "[2026-10-28T20:11:47.096Z] [trial] scenario setup complete", "[2026-10-28T20:11:47.097Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:11:47.119Z] [poll] initial digests hard=c3ee7e654fa641c8 soft=d75d999643868527", "[2026-10-28T20:11:47.138Z] [poll] hard-progress: c3ee7e654fa641c8 → 7df43baee0b9096b after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:12:02.608Z] [poll] hard-progress: 7df43baee0b9096b → 3708397b0f67adb0 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=15,stream=96) sniff=0/0B)", "[2026-10-28T20:12:17.879Z] [poll] hard-progress: 3708397b0f67adb0 → 30e9386475d461d6 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=50,stream=435) sniff=0/0B)", "[2026-10-28T20:13:08.792Z] [poll] hard-progress: 30e9386475d461d6 → 7050f0723af22112 after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=179,stream=2952) sniff=0/0B)", "[2026-10-28T20:13:23.954Z] [poll] hard-progress: 7050f0723af22112 → ee1643949c17f4d9 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=188,stream=3009) sniff=0/0B)", "[2026-10-28T20:13:39.250Z] [poll] terminal: success=true reason=out/customers.json passed all 11 property checks (parses-as-array, row-shape, emails-normalized, dates-iso, unique-emails, source-ids-preserved, row-count, sorted-by-email, golden-bom-row, golden-quoted-name, golden-dedup-newest)", "[2026-10-28T20:13:39.754Z] [capture] dumped 1 session(s)", "[2026-10-28T20:13:39.756Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:13:39.808Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:13:42.751Z] [trial] daemon shut down" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 11/11 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.04 calls=6" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/data-wrangle/data-wrangle-qwen3-8-27b-q4-2026-10-28T20-11-45-393Z-lre2/result.json", "sha256": "f20c3b4c19c7f0a373e1cd8925bfece4e01fcd9dc46c341acafc3d7eb2bd63b2" }, "facts.json": { 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order machine: initial state > starts in \"draft\" | Error: createOrderMachine is not implemented yet | FAIL tests/machine.test.ts > order machine: initial state > starts with an empty history log | FAIL tests/machine.test.ts > order machine: transitions > submit moves draft to pending and returns the new state" }, { "atMs": 38457, "filePath": "failing-tests-spec", "bytes": 1570, "score": 4, "scoreMax": 4, "signals": [ "tests-untouched", "machine-implemented", "vitest-green", "tsc-clean" ], "failReason": null } ], "latest": { "filePath": "failing-tests-spec", "bytes": 1570, "score": 4, "scoreMax": 4, "signals": [ "tests-untouched", "machine-implemented", "vitest-green", "tsc-clean" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:03:44.162Z] [trial] id=failing-tests-spec-qwen3-8-27b-q4-2026-10-28T20-03-44-160Z-opas scenario=failing-tests-spec model=qwen3.8-27b-q4", "[2026-10-28T20:03:44.162Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/failing-tests-spec/failing-tests-spec-qwen3-8-27b-q4-2026-10-28T20-03-44-160Z-opas", "[2026-10-28T20:03:44.162Z] [trial] trialHome=/tmp/gezel-eval-failing-tests-spec-qgDmgO", "[2026-10-28T20:03:44.162Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:03:44.162Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:03:44.162Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:03:44.163Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:03:44.164Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-failing-tests-spec-qgDmgO", "[2026-10-28T20:03:45.592Z] [trial] daemon spawned pid=238904 port=https://127.0.0.1:43591", "[2026-10-28T20:03:45.685Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:03:45.692Z] [trial] meester=torsten", "[2026-10-28T20:03:45.692Z] [trial] running scenario setup hook", "[2026-10-28T20:03:45.876Z] [trial] scenario setup complete", "[2026-10-28T20:03:45.876Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:03:45.897Z] [poll] initial digests hard=1bb3b6abe4daeb97 soft=1180358e8c909a08", "[2026-10-28T20:03:46.651Z] [poll] hard-progress: 1bb3b6abe4daeb97 → f7b5d15445bca6ed after 1s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=2/402B)", "[2026-10-28T20:04:01.815Z] [poll] hard-progress: f7b5d15445bca6ed → a3d44323f685e5ce after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=12,stream=36) sniff=2/402B)", "[2026-10-28T20:04:22.618Z] [poll] terminal: success=true reason=vitest and strict tsc gates green with the seeded spec untouched (signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)", "[2026-10-28T20:04:22.907Z] [capture] dumped 1 session(s)", "[2026-10-28T20:04:22.909Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:04:22.935Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:04:25.034Z] [trial] daemon shut down", "[2026-10-28T20:04:25.035Z] [trial] PASS duration=40874ms reason=vitest and strict tsc gates green with the seeded spec untouched (signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.03 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": 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(signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)", "durationMs": 40762, "timeoutMs": 1500000, "budgetUsedFraction": 0.027174666666666666 }, "timing": { "startedAt": "2026-10-28T20:04:25.202Z", "finishedAt": "2026-10-28T20:05:05.964Z", "timeToFirstArtifactMs": 33791, "timeToLastArtifactWriteMs": 33798, "timeToFirstTokenMs": 13733, "firstTurnTtftMs": 10324, "timeToFirstToolCallMs": 14974 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 3, "byTool": { "read_file": 2, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 5 }, "sniff": { "progression": [ { "atMs": 2395, "filePath": "failing-tests-spec", "bytes": 402, "score": 2, "scoreMax": 4, "signals": [ "tests-untouched", "tsc-clean" ], "failReason": "vitest run failed (exit 1): × starts in \"draft\" 2ms | × starts with an empty history log 0ms | × submit moves draft to pending and returns the new state 0ms | × pay moves pending to paid 0ms | FAIL tests/machine.test.ts > order machine: initial state > starts in \"draft\" | Error: createOrderMachine is not implemented yet | FAIL tests/machine.test.ts > order machine: initial state > starts with an empty history log | FAIL tests/machine.test.ts > order machine: transitions > submit moves draft to pending and returns the new state" }, { "atMs": 38391, "filePath": "failing-tests-spec", "bytes": 1530, "score": 4, "scoreMax": 4, "signals": [ "tests-untouched", "machine-implemented", "vitest-green", "tsc-clean" ], "failReason": null } ], "latest": { "filePath": "failing-tests-spec", "bytes": 1530, "score": 4, "scoreMax": 4, "signals": [ "tests-untouched", "machine-implemented", "vitest-green", "tsc-clean" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:04:25.204Z] [trial] id=failing-tests-spec-qwen3-8-27b-q4-2026-10-28T20-04-25-201Z-elkl scenario=failing-tests-spec model=qwen3.8-27b-q4", "[2026-10-28T20:04:25.204Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/failing-tests-spec/failing-tests-spec-qwen3-8-27b-q4-2026-10-28T20-04-25-201Z-elkl", "[2026-10-28T20:04:25.204Z] [trial] trialHome=/tmp/gezel-eval-failing-tests-spec-wywEBj", "[2026-10-28T20:04:25.204Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:04:25.204Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:04:25.205Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:04:25.206Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:04:25.208Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-failing-tests-spec-wywEBj", "[2026-10-28T20:04:26.743Z] [trial] daemon spawned pid=239773 port=https://127.0.0.1:42785", "[2026-10-28T20:04:26.838Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:04:26.843Z] [trial] meester=bastien", "[2026-10-28T20:04:26.843Z] [trial] running scenario setup hook", "[2026-10-28T20:04:27.000Z] [trial] scenario setup complete", "[2026-10-28T20:04:27.001Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:04:27.023Z] [poll] initial digests hard=f46cdbb8370ad3e5 soft=b5d30f267e12c5e0", "[2026-10-28T20:04:27.648Z] [poll] hard-progress: f46cdbb8370ad3e5 → 5dd685092c7a4ba1 after 1s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=2/402B)", "[2026-10-28T20:04:42.814Z] [poll] hard-progress: 5dd685092c7a4ba1 → ac79bda7d1a93579 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=12,stream=36) sniff=2/402B)", "[2026-10-28T20:05:03.593Z] [poll] terminal: success=true reason=vitest and strict tsc gates green with the seeded spec untouched (signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)", "[2026-10-28T20:05:03.872Z] [capture] dumped 1 session(s)", "[2026-10-28T20:05:03.873Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:05:03.889Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:05:05.964Z] [trial] daemon shut down", "[2026-10-28T20:05:05.965Z] [trial] PASS duration=40762ms reason=vitest and strict tsc gates green with the seeded spec untouched (signals: tests-untouched, machine-implemented, vitest-green, tsc-clean)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.03 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/failing-tests-spec/failing-tests-spec-qwen3-8-27b-q4-2026-10-28T20-04-25-201Z-elkl/result.json", "sha256": "08bd0336ae0a7091ec4cdce6d07297f406a276b3656e5b2f8aac55392427a116" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/failing-tests-spec/failing-tests-spec-qwen3-8-27b-q4-2026-10-28T20-04-25-201Z-elkl/facts.json", "sha256": "147b1607f32f7fc3dc711c63d598fb30aa0f962be5fc09398deb3df115f81f65" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/failing-tests-spec/failing-tests-spec-qwen3-8-27b-q4-2026-10-28T20-04-25-201Z-elkl/metrics.json", "sha256": "7f615cccb5efe354bbb894616cec76cf231778b5a583ce30f1d27458e067f81b" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "incident-postmortem", "trialId": "incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x", "success": true, "nonModelFailure": false, "result": { "trialId": "incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x", "scenarioId": "incident-postmortem", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T20:13:46.483Z", "finishedAt": "2026-10-28T20:21:03.128Z", "durationMs": 436645, "success": true, "reason": "all hard signals firing (8/8; advisory no-blame-language=pass; signals: file-present, all-sections, summary-concise, evidence-citations, timestamp-citations, grounded-core-facts, no-unsupported-certainty, action-items-formatted, no-blame-language)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/incident-postmortem/incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 84, "peakRssMb": 5530, "peakCpuPercent": 219.4, "firstAtMs": 0, "lastAtMs": 422259 }, "gpu": { "available": true, "sampleCount": 84, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 84, "peakUsedMb": 52591, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 32564, "totalOutputTokens": 10124, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:20:50.862Z" } }, "source": "engine-log" }, "derived": { "durationMs": 422818, "meanTokensPerSec": 28.68, "genTokensPerSec": 28.68, "genTokens": 10124, "promptTokensPerSec": 814.75, "peakRssMb": 5530, "peakGpuUtilPercent": 96, "billing": null } }, "facts": { "trialId": "incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x", "scenarioId": "incident-postmortem", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/incident-postmortem/incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 84, "peakRssMb": 5530, "peakCpuPercent": 219.4, "firstAtMs": 0, "lastAtMs": 422259 }, "gpu": { "available": true, "sampleCount": 84, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 84, "peakUsedMb": 52591, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 32564, "totalOutputTokens": 10124, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:20:50.862Z" } }, "source": "engine-log" }, "derived": { "durationMs": 422818, "meanTokensPerSec": 28.68, "genTokensPerSec": 28.68, "genTokens": 10124, "promptTokensPerSec": 814.75, "peakRssMb": 5530, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T20:13:47.960Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T20:13:47.938Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "jordan": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.03668975830078125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.03668975830078125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "all hard signals firing (8/8; advisory no-blame-language=pass; signals: file-present, all-sections, summary-concise, evidence-citations, timestamp-citations, grounded-core-facts, no-unsupported-certainty, action-items-formatted, no-blame-language)", "durationMs": 436645, "timeoutMs": 2400000, "budgetUsedFraction": 0.18193541666666666 }, "timing": { "startedAt": "2026-10-28T20:13:46.483Z", "finishedAt": "2026-10-28T20:21:03.128Z", "timeToFirstArtifactMs": 419423, "timeToLastArtifactWriteMs": 419423, "timeToFirstTokenMs": 22968, "firstTurnTtftMs": 19586, "timeToFirstToolCallMs": 29929 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 4, "byTool": { "read_files": 1, "write_file": 2, "read_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 423916, "filePath": "incident-postmortem", "bytes": 11073, "score": 9, "scoreMax": 9, "signals": [ "file-present", "all-sections", "summary-concise", "evidence-citations", "timestamp-citations", "grounded-core-facts", "no-unsupported-certainty", "action-items-formatted", "no-blame-language" ], "failReason": null } ], "latest": { "filePath": "incident-postmortem", "bytes": 11073, "score": 9, "scoreMax": 9, "signals": [ "file-present", "all-sections", "summary-concise", "evidence-citations", "timestamp-citations", "grounded-core-facts", "no-unsupported-certainty", "action-items-formatted", "no-blame-language" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:13:46.484Z] [trial] id=incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x scenario=incident-postmortem model=qwen3.8-27b-q4", "[2026-10-28T20:13:46.484Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/incident-postmortem/incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x", "[2026-10-28T20:13:46.484Z] [trial] trialHome=/tmp/gezel-eval-incident-postmortem-zVx24U", "[2026-10-28T20:13:46.484Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:13:46.484Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:13:46.484Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:13:46.485Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:13:46.486Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-incident-postmortem-zVx24U", "[2026-10-28T20:13:48.020Z] [trial] daemon spawned pid=249288 port=https://127.0.0.1:37943", "[2026-10-28T20:13:48.118Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:13:48.123Z] [trial] meester=ulrike", "[2026-10-28T20:13:48.123Z] [trial] running scenario setup hook", "[2026-10-28T20:13:48.294Z] [trial] scenario setup complete", "[2026-10-28T20:13:48.295Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:13:48.322Z] [poll] initial digests hard=762ca369f8fdf849 soft=c21c011252c53341", "[2026-10-28T20:13:48.368Z] [poll] hard-progress: 762ca369f8fdf849 → 2a52fc92fd3f1264 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:14:18.598Z] [poll] hard-progress: 2a52fc92fd3f1264 → a4826d751e1092bc after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=31,stream=249) sniff=0/0B)", "[2026-10-28T20:18:23.016Z] [poll] hard-progress: a4826d751e1092bc → 153901a686e341c4 after 244s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=656,stream=9680) sniff=0/0B)", "[2026-10-28T20:18:53.372Z] [poll] hard-progress: 153901a686e341c4 → b863e8179f90dfdb after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=669,stream=9712) sniff=0/0B)", "[2026-10-28T20:20:50.399Z] [poll] terminal: success=true reason=all hard signals firing (8/8; advisory no-blame-language=pass; signals: file-present, all-sections, summary-concise, evidence-citations, timestamp-citations, grounded-core-facts, no-unsupported-certainty, action-items-formatted, no-blame-language)", "[2026-10-28T20:20:50.880Z] [capture] dumped 1 session(s)", "[2026-10-28T20:20:50.881Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:20:50.926Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:21:03.127Z] [trial] daemon shut down", "[2026-10-28T20:21:03.129Z] [trial] PASS duration=436645ms reason=all hard signals firing (8/8; advisory no-blame-language=pass; signals: file-present, all-sections, summary-concise, evidence-citations, timestamp-citations, grounded-core-facts, no-unsupported-certainty, action-items-formatted, no-blame-language)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 9/9 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.18 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/incident-postmortem/incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x/result.json", "sha256": "702c6fbf356e15472b0e8ddd259c0ebd7704df3c7edd10323a5b3411c2ffa7e2" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/incident-postmortem/incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x/facts.json", "sha256": "7cc7a03e8c6693d016f22bcc66efe3b4cae052522d5218a317b7af09f6caefb5" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/incident-postmortem/incident-postmortem-qwen3-8-27b-q4-2026-10-28T20-13-46-483Z-i38x/metrics.json", "sha256": 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[trial] daemon spawned pid=255655 port=https://127.0.0.1:40873", "[2026-10-28T20:21:04.924Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:21:04.932Z] [trial] meester=rosalind", "[2026-10-28T20:21:04.932Z] [trial] running scenario setup hook", "[2026-10-28T20:21:05.086Z] [trial] scenario setup complete", "[2026-10-28T20:21:05.087Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:21:05.183Z] [poll] initial digests hard=254547a3dd3907fc soft=7fd57487fe08a1a3", "[2026-10-28T20:21:05.206Z] [poll] hard-progress: 254547a3dd3907fc → 5f841f8c95f27a92 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:21:35.443Z] [poll] hard-progress: 5f841f8c95f27a92 → 44683c6ea76647b9 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=27,stream=192) sniff=0/0B)", "[2026-10-28T20:25:39.743Z] [poll] hard-progress: 44683c6ea76647b9 → a357a3ce9b789944 after 244s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=652,stream=10187) sniff=0/0B)", "[2026-10-28T20:26:10.083Z] [poll] hard-progress: a357a3ce9b789944 → e4647bddf6d31e39 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=663,stream=10207) sniff=0/0B)", "[2026-10-28T20:28:58.029Z] [poll] hard-progress: e4647bddf6d31e39 → f09ad0eb4a4d3740 after 168s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=1047,stream=17420) sniff=7/9721B)", "[2026-10-28T20:29:43.570Z] [poll] hard-progress: f09ad0eb4a4d3740 → 5c52a318a939348f after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=6,slot=1098,stream=17849) sniff=7/9721B)", "[2026-10-28T20:30:19.096Z] [poll] hard-progress: 5c52a318a939348f → f98e76d0cfdf6946 after 36s (workspaceProjects=3 sessions=1 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llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:30:44.510Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:30:44.511Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-incident-postmortem-NQvA14", "[2026-10-28T20:30:45.944Z] [trial] daemon spawned pid=264085 port=https://127.0.0.1:34849", "[2026-10-28T20:30:46.039Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:30:46.045Z] [trial] meester=zara", "[2026-10-28T20:30:46.045Z] [trial] running scenario setup hook", "[2026-10-28T20:30:46.171Z] [trial] scenario setup complete", "[2026-10-28T20:30:46.172Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:30:46.194Z] [poll] initial digests hard=7da3c859632aa61c soft=f905a1b04b8966ab", "[2026-10-28T20:30:46.245Z] [poll] hard-progress: 7da3c859632aa61c → ac18ef61cc7dc917 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:31:16.523Z] [poll] hard-progress: ac18ef61cc7dc917 → aa23e8a462f25e4b after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=25,stream=119) sniff=0/0B)", "[2026-10-28T20:34:19.664Z] [poll] hard-progress: aa23e8a462f25e4b → be0b315592de5bb6 after 183s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=493,stream=7583) sniff=7/9644B)", "[2026-10-28T20:34:34.823Z] [poll] hard-progress: be0b315592de5bb6 → 06b562cc85a54e03 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=499,stream=7616) sniff=7/9644B)", "[2026-10-28T20:35:30.806Z] [poll] hard-progress: 06b562cc85a54e03 → 07f4866779a21f7d after 56s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=631,stream=9085) sniff=7/9644B)", "[2026-10-28T20:36:26.627Z] [poll] hard-progress: 07f4866779a21f7d → 756caddcb631138c after 56s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=701,stream=9639) sniff=7/9644B)", "[2026-10-28T20:36:56.981Z] [poll] terminal: success=true reason=all hard signals firing (8/8; advisory no-blame-language=pass; signals: file-present, all-sections, summary-concise, evidence-citations, timestamp-citations, grounded-core-facts, no-unsupported-certainty, action-items-formatted, no-blame-language)", "[2026-10-28T20:36:57.476Z] [capture] dumped 1 session(s)", "[2026-10-28T20:36:57.478Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:36:57.547Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 9/9 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"failReason": null }, { "atMs": 153707, "filePath": "ops-runbook-anomaly", "bytes": 578, "score": 7, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded", "source-reads-grounded" ], "failReason": null } ], "latest": { "filePath": "ops-runbook-anomaly", "bytes": 578, "score": 7, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded", "source-reads-grounded" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:37:04.166Z] [trial] id=ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-37-04-165Z-aqxi scenario=ops-runbook-anomaly model=qwen3.8-27b-q4", "[2026-10-28T20:37:04.166Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-37-04-165Z-aqxi", "[2026-10-28T20:37:04.166Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:37:04.166Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:37:04.166Z] [trial] trialHome=/tmp/gezel-eval-ops-runbook-anomaly-SegraR", "[2026-10-28T20:37:04.166Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:37:04.167Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:37:04.168Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-ops-runbook-anomaly-SegraR", "[2026-10-28T20:37:05.702Z] [trial] daemon spawned pid=316531 port=https://127.0.0.1:40113", "[2026-10-28T20:37:05.797Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:37:05.804Z] [trial] meester=thandiwe", "[2026-10-28T20:37:05.804Z] [trial] running scenario setup hook", "[2026-10-28T20:37:06.016Z] [trial] scenario setup complete", "[2026-10-28T20:37:06.017Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:37:06.053Z] [poll] initial digests hard=38171cf5c713d2b3 soft=5f0220a338d4f8c1", "[2026-10-28T20:37:06.114Z] [poll] hard-progress: 38171cf5c713d2b3 → 098ef4650f5ea295 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:37:31.361Z] [poll] hard-progress: 098ef4650f5ea295 → d0c9d1b550b7d6ad after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=25,stream=86) sniff=0/0B)", "[2026-10-28T20:37:36.434Z] [poll] hard-progress: d0c9d1b550b7d6ad → 4c80c6b564d1826b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=38,stream=213) sniff=0/0B)", "[2026-10-28T20:37:41.484Z] [poll] hard-progress: 4c80c6b564d1826b → 300d83276135013f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=51,stream=320) sniff=0/0B)", "[2026-10-28T20:37:56.644Z] [poll] hard-progress: 300d83276135013f → e7ddbb899deec67e after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=90,stream=838) sniff=6/591B)", "[2026-10-28T20:38:16.874Z] [poll] hard-progress: e7ddbb899deec67e → f4909074f6531079 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=118,stream=1086) sniff=6/591B)", "[2026-10-28T20:38:27.009Z] [poll] hard-progress: f4909074f6531079 → c91fb35ebee6b166 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=10,slot=125,stream=1102) sniff=6/591B)", "[2026-10-28T20:38:47.238Z] [poll] hard-progress: c91fb35ebee6b166 → 21a62126a904c862 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=11,slot=132,stream=1124) sniff=6/591B)", "[2026-10-28T20:38:57.410Z] [poll] hard-progress: 21a62126a904c862 → 922a66f6158b190c after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=12,slot=139,stream=1146) sniff=6/591B)", "[2026-10-28T20:39:02.476Z] [poll] hard-progress: 922a66f6158b190c → 2963e1c8ad74217a after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=13,slot=146,stream=1162) sniff=6/591B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.07 calls=15 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-37-04-165Z-aqxi/result.json", "sha256": "b561965174fb17ce6ec0408ecbbd1b6c2e9a9ca223e1231fb0f5be0eb7bdbafe" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-37-04-165Z-aqxi/facts.json", "sha256": "7e2031dd06810eaf36a205449d9ea4ee433ac002dca1fbbc84d80f804e747b91" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-37-04-165Z-aqxi/metrics.json", "sha256": "d1e09d5580e604e7aa4dc32aecb67021d42301607a925163ee00073e38f6e676" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "ops-runbook-anomaly", "trialId": "ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd", "success": true, "nonModelFailure": false, "result": { "trialId": "ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd", "scenarioId": "ops-runbook-anomaly", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T20:39:41.935Z", "finishedAt": "2026-10-28T20:40:58.407Z", "durationMs": 76472, "success": true, "reason": "runbook executed with verbatim records and a correct halt on the step-4 anomaly (signals: stopped-on-anomaly, step1-recorded, step2-recorded, step3-recorded, no-phantom-completion, halt-report-grounded, source-reads-grounded)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 15, "peakRssMb": 4838, "peakCpuPercent": 177.9, "firstAtMs": 0, "lastAtMs": 71408 }, "gpu": { "available": true, "sampleCount": 15, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 15, "peakUsedMb": 51253, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 12737, "totalOutputTokens": 1240, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 12709, "todayTokensCached": 12412, "todayTokensOut": 254, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 12709, "totalTokensCached": 12412, "totalTokensOut": 254, "totalCost": 0, "medianOutputTokensPerSec": 26.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 26.3, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 12709, "cachedInputTokens": 12412, "outputTokens": 254, "cost": 0, "durationMs": 67160, "outputTokensPerSec": 26.29064736718391, "at": "2026-10-28T20:40:52.275Z" }, "lastUpdated": "2026-10-28T20:40:52.275Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:40:55.367Z" } }, "source": "engine-log" }, "derived": { "durationMs": 71970, "meanTokensPerSec": 28.57, "genTokensPerSec": 28.57, "genTokens": 1240, "promptTokensPerSec": 733.93, "peakRssMb": 4838, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 12709, "output": 254 } } } }, "facts": { "trialId": "ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd", "scenarioId": "ops-runbook-anomaly", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 15, "peakRssMb": 4838, "peakCpuPercent": 177.9, "firstAtMs": 0, "lastAtMs": 71408 }, "gpu": { "available": true, "sampleCount": 15, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 15, "peakUsedMb": 51253, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 12737, "totalOutputTokens": 1240, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 12709, "todayTokensCached": 12412, "todayTokensOut": 254, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 12709, "totalTokensCached": 12412, "totalTokensOut": 254, "totalCost": 0, "medianOutputTokensPerSec": 26.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 26.3, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 12709, "cachedInputTokens": 12412, "outputTokens": 254, "cost": 0, "durationMs": 67160, "outputTokensPerSec": 26.29064736718391, "at": "2026-10-28T20:40:52.275Z" }, "lastUpdated": "2026-10-28T20:40:52.275Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:40:55.367Z" } }, "source": "engine-log" }, "derived": { "durationMs": 71970, "meanTokensPerSec": 28.57, "genTokensPerSec": 28.57, "genTokens": 1240, "promptTokensPerSec": 733.93, "peakRssMb": 4838, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 12709, "output": 254 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T20:39:43.390Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T20:39:43.371Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "onno": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 2, "maxContextFill": 0.03582763671875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.03582763671875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "runbook executed with verbatim records and a correct halt on the step-4 anomaly (signals: stopped-on-anomaly, step1-recorded, step2-recorded, step3-recorded, no-phantom-completion, halt-report-grounded, source-reads-grounded)", "durationMs": 76472, "timeoutMs": 2100000, "budgetUsedFraction": 0.0364152380952381 }, "timing": { "startedAt": "2026-10-28T20:39:41.935Z", "finishedAt": "2026-10-28T20:40:58.407Z", "timeToFirstArtifactMs": 33712, "timeToLastArtifactWriteMs": 70340, "timeToFirstTokenMs": 21906, "firstTurnTtftMs": 18726, "timeToFirstToolCallMs": 23605 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 9, "byTool": { "read_file": 6, "write_file": 2, "append_to_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 10 }, "sniff": { "progression": [ { "atMs": 37333, "filePath": "ops-runbook-anomaly", "bytes": 54, "score": 2, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded" ], "failReason": "runlog.md is missing step 2 (manifest checksum)'s observed verification value under its own \"STEP 2\" heading — read state/manifest-checksum.txt and checks/expected-counts.md, then verify they match, then record the value verbatim in execution order" }, { "atMs": 47521, "filePath": "ops-runbook-anomaly", "bytes": 212, "score": 5, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion" ], "failReason": "halt-report.md does not exist — re-read runbook.md and state/backup.json, then report the failing step/source plus the expected and observed status/age fields without executing later steps" }, { "atMs": 62808, "filePath": "ops-runbook-anomaly", "bytes": 969, "score": 6, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded" ], "failReason": null }, { "atMs": 72940, "filePath": "ops-runbook-anomaly", "bytes": 969, "score": 7, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded", "source-reads-grounded" ], "failReason": null } ], "latest": { "filePath": "ops-runbook-anomaly", "bytes": 969, "score": 7, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded", "source-reads-grounded" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:39:41.935Z] [trial] id=ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd scenario=ops-runbook-anomaly model=qwen3.8-27b-q4", "[2026-10-28T20:39:41.935Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd", "[2026-10-28T20:39:41.935Z] [trial] trialHome=/tmp/gezel-eval-ops-runbook-anomaly-zE7prX", "[2026-10-28T20:39:41.935Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:39:41.935Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:39:41.935Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:39:41.936Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:39:41.937Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-ops-runbook-anomaly-zE7prX", "[2026-10-28T20:39:43.368Z] [trial] daemon spawned pid=318970 port=https://127.0.0.1:45273", "[2026-10-28T20:39:43.460Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:39:43.467Z] [trial] meester=malika", "[2026-10-28T20:39:43.467Z] [trial] running scenario setup hook", "[2026-10-28T20:39:43.599Z] [trial] scenario setup complete", "[2026-10-28T20:39:43.600Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:39:43.623Z] [poll] initial digests hard=f8c51303dfa13788 soft=7df83ab4d856e271", "[2026-10-28T20:39:43.672Z] [poll] hard-progress: f8c51303dfa13788 → bb7e0a91b7d4cedf after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:40:09.148Z] [poll] hard-progress: bb7e0a91b7d4cedf → 5bf5d6123be16579 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=25,stream=79) sniff=0/0B)", "[2026-10-28T20:40:19.340Z] [poll] hard-progress: 5bf5d6123be16579 → 685df46c0cb8d0bd after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=52,stream=321) sniff=2/54B)", "[2026-10-28T20:40:24.418Z] [poll] hard-progress: 685df46c0cb8d0bd → f6015a2a40cee999 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=65,stream=416) sniff=2/54B)", "[2026-10-28T20:40:29.517Z] [poll] hard-progress: f6015a2a40cee999 → 888c6a7beaf49d0f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=78,stream=602) sniff=5/212B)", "[2026-10-28T20:40:44.778Z] [poll] hard-progress: 888c6a7beaf49d0f → 9f07237f686c1b08 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=118,stream=1186) sniff=6/969B)", "[2026-10-28T20:40:54.875Z] [poll] terminal: success=true reason=runbook executed with verbatim records and a correct halt on the step-4 anomaly (signals: stopped-on-anomaly, step1-recorded, step2-recorded, step3-recorded, no-phantom-completion, halt-report-grounded, source-reads-grounded)", "[2026-10-28T20:40:55.376Z] [capture] dumped 1 session(s)", "[2026-10-28T20:40:55.378Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:40:55.410Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.04 calls=9" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd/result.json", "sha256": "204d9aa9d9d5273213e54c7b8fee1a51052b2e5a60097bc7245170e006a53662" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd/facts.json", "sha256": "02516fe5a5526be2941f2619860a60b5b42bedb2a17fe20129b977053653eebc" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-39-41-934Z-1tjd/metrics.json", "sha256": "612399adba2c97cddebb0713f807318cf1e3ec8c671224f8935ea3d5d1925254" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "ops-runbook-anomaly", "trialId": "ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1", "success": true, "nonModelFailure": false, "result": { "trialId": "ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1", "scenarioId": "ops-runbook-anomaly", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T20:40:59.015Z", "finishedAt": "2026-10-28T20:42:50.586Z", "durationMs": 111571, "success": true, "reason": "runbook executed with verbatim records and a correct halt on the step-4 anomaly (signals: stopped-on-anomaly, step1-recorded, step2-recorded, step3-recorded, no-phantom-completion, halt-report-grounded, source-reads-grounded)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 22, "peakRssMb": 4568, "peakCpuPercent": 174.4, "firstAtMs": 0, "lastAtMs": 106599 }, "gpu": { "available": true, "sampleCount": 22, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 22, "peakUsedMb": 51020, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 12819, "totalOutputTokens": 1615, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 12807, "todayTokensCached": 12286, "todayTokensOut": 346, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 12807, "totalTokensCached": 12286, "totalTokensOut": 346, "totalCost": 0, "medianOutputTokensPerSec": 27.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.9, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 12807, "cachedInputTokens": 12286, "outputTokens": 346, "cost": 0, "durationMs": 100985, "outputTokensPerSec": 27.88832061383406, "at": "2026-10-28T20:42:43.400Z" }, "lastUpdated": "2026-10-28T20:42:43.400Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:42:47.733Z" } }, "source": "engine-log" }, "derived": { "durationMs": 107156, "meanTokensPerSec": 25.62, "genTokensPerSec": 25.62, "genTokens": 1615, "promptTokensPerSec": 781.13, "peakRssMb": 4568, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 12807, "output": 346 } } } }, "facts": { "trialId": "ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1", "scenarioId": "ops-runbook-anomaly", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 22, "peakRssMb": 4568, "peakCpuPercent": 174.4, "firstAtMs": 0, "lastAtMs": 106599 }, "gpu": { "available": true, "sampleCount": 22, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 22, "peakUsedMb": 51020, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 12819, "totalOutputTokens": 1615, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 12807, "todayTokensCached": 12286, "todayTokensOut": 346, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 12807, "totalTokensCached": 12286, "totalTokensOut": 346, "totalCost": 0, "medianOutputTokensPerSec": 27.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.9, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 12807, "cachedInputTokens": 12286, "outputTokens": 346, "cost": 0, "durationMs": 100985, "outputTokensPerSec": 27.88832061383406, "at": "2026-10-28T20:42:43.400Z" }, "lastUpdated": "2026-10-28T20:42:43.400Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:42:47.733Z" } }, "source": "engine-log" }, "derived": { "durationMs": 107156, "meanTokensPerSec": 25.62, "genTokensPerSec": 25.62, "genTokens": 1615, "promptTokensPerSec": 781.13, "peakRssMb": 4568, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 12807, "output": 346 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T20:41:00.535Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T20:41:00.509Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "onno": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 2, "maxContextFill": 0.03582763671875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.03582763671875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "runbook executed with verbatim records and a correct halt on the step-4 anomaly (signals: stopped-on-anomaly, step1-recorded, step2-recorded, step3-recorded, no-phantom-completion, halt-report-grounded, source-reads-grounded)", "durationMs": 111571, "timeoutMs": 2100000, "budgetUsedFraction": 0.05312904761904762 }, "timing": { "startedAt": "2026-10-28T20:40:59.015Z", "finishedAt": "2026-10-28T20:42:50.586Z", "timeToFirstArtifactMs": 90893, "timeToLastArtifactWriteMs": 104386, "timeToFirstTokenMs": 22709, "firstTurnTtftMs": 19309, "timeToFirstToolCallMs": 24303 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 4, "byTool": { "read_file": 1, "read_files": 1, "write_file": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 10 }, "sniff": { "progression": [ { "atMs": 92985, "filePath": "ops-runbook-anomaly", "bytes": 1329, "score": 6, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded" ], "failReason": null }, { "atMs": 108225, "filePath": "ops-runbook-anomaly", "bytes": 1329, "score": 7, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded", "source-reads-grounded" ], "failReason": null } ], "latest": { "filePath": "ops-runbook-anomaly", "bytes": 1329, "score": 7, "scoreMax": 7, "signals": [ "stopped-on-anomaly", "step1-recorded", "step2-recorded", "step3-recorded", "no-phantom-completion", "halt-report-grounded", "source-reads-grounded" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:40:59.016Z] [trial] id=ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1 scenario=ops-runbook-anomaly model=qwen3.8-27b-q4", "[2026-10-28T20:40:59.016Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1", "[2026-10-28T20:40:59.016Z] [trial] trialHome=/tmp/gezel-eval-ops-runbook-anomaly-8ixQIx", "[2026-10-28T20:40:59.016Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:40:59.016Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:40:59.016Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:40:59.016Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:40:59.017Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-ops-runbook-anomaly-8ixQIx", "[2026-10-28T20:41:00.549Z] [trial] daemon spawned pid=320230 port=https://127.0.0.1:44149", "[2026-10-28T20:41:00.647Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:41:00.653Z] [trial] running scenario setup hook", "[2026-10-28T20:41:00.653Z] [trial] meester=ines", "[2026-10-28T20:41:00.819Z] [trial] scenario setup complete", "[2026-10-28T20:41:00.820Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:41:00.850Z] [poll] initial digests hard=e810154907189b5b soft=7bca51cc512fd440", "[2026-10-28T20:41:00.903Z] [poll] hard-progress: e810154907189b5b → 2e52f671fe1670d3 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:41:26.122Z] [poll] hard-progress: 2e52f671fe1670d3 → d8d03dae5d3eaf15 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=22,stream=76) sniff=0/0B)", "[2026-10-28T20:41:46.312Z] [poll] hard-progress: d8d03dae5d3eaf15 → 55b05988ced92acd after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=67,stream=454) sniff=0/0B)", "[2026-10-28T20:42:32.026Z] [poll] hard-progress: 55b05988ced92acd → 31479177a911c59c after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=154,stream=1637) sniff=6/1329B)", "[2026-10-28T20:42:47.240Z] [poll] terminal: success=true reason=runbook executed with verbatim records and a correct halt on the step-4 anomaly (signals: stopped-on-anomaly, step1-recorded, step2-recorded, step3-recorded, no-phantom-completion, halt-report-grounded, source-reads-grounded)", "[2026-10-28T20:42:47.749Z] [capture] dumped 1 session(s)", "[2026-10-28T20:42:47.751Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:42:47.816Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:42:50.585Z] [trial] daemon shut down", "[2026-10-28T20:42:50.586Z] [trial] PASS duration=111571ms reason=runbook executed with verbatim records and a correct halt on the step-4 anomaly (signals: stopped-on-anomaly, step1-recorded, step2-recorded, step3-recorded, no-phantom-completion, halt-report-grounded, source-reads-grounded)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.05 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1/result.json", "sha256": "c06b271f45f1818a63bd4e5bdf6c2f7edb3df9752fd36bbb65ccd25b5ab2e4f8" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1/facts.json", "sha256": "d83f4ec6b68e710f2b5b513233819466ed4c0f905c6a2f552dfb3177f7437a9d" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/ops-runbook-anomaly/ops-runbook-anomaly-qwen3-8-27b-q4-2026-10-28T20-40-59-015Z-uch1/metrics.json", "sha256": "bbba79ed0959e2b8be5fb3d63d15695860997e0f136ad23e627b702c57f23450" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "petshop", "trialId": "petshop-qwen3-8-27b-q4-2026-10-28T19-19-28-909Z-2i1u", "success": true, "nonModelFailure": false, "result": { "trialId": "petshop-qwen3-8-27b-q4-2026-10-28T19-19-28-909Z-2i1u", "scenarioId": "petshop", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T19:19:28.909Z", "finishedAt": "2026-10-28T19:28:15.009Z", "durationMs": 526100, "success": true, "reason": "pet-shop-website/workspace/index.html passed sniff (signals: pet-vocab, store-vocab, structured-page, working-image, image-asset) + runtime (1 assertion(s))", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-19-28-909Z-2i1u", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 101, "peakRssMb": 13431, "peakCpuPercent": 241.9, "firstAtMs": 0, "lastAtMs": 508697 }, "gpu": { "available": true, "sampleCount": 101, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 101, "peakUsedMb": 67398, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 51535, "totalOutputTokens": 11174, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 49488, "todayTokensCached": 46613, "todayTokensOut": 1045, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 49488, "totalTokensCached": 46613, "totalTokensOut": 1045, "totalCost": 0, "medianOutputTokensPerSec": 24.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.5, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 6341, "cachedInputTokens": 5493, "outputTokens": 136, "cost": 0, "durationMs": 96344, "outputTokensPerSec": 28.880242405779814, "at": "2026-10-28T19:23:51.647Z" }, "lastUpdated": "2026-10-28T19:23:51.647Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:28:09.654Z" } }, "source": "engine-log" }, "derived": { "durationMs": 509552, "meanTokensPerSec": 28.72, "genTokensPerSec": 28.72, "genTokens": 11174, "promptTokensPerSec": 799.48, "peakRssMb": 13431, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 49488, "output": 1045 } } } }, "facts": { "trialId": "petshop-qwen3-8-27b-q4-2026-10-28T19-19-28-909Z-2i1u", "scenarioId": "petshop", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-19-28-909Z-2i1u", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 101, "peakRssMb": 13431, "peakCpuPercent": 241.9, "firstAtMs": 0, "lastAtMs": 508697 }, "gpu": { "available": true, "sampleCount": 101, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 101, "peakUsedMb": 67398, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 51535, "totalOutputTokens": 11174, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 49488, "todayTokensCached": 46613, "todayTokensOut": 1045, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 49488, "totalTokensCached": 46613, "totalTokensOut": 1045, "totalCost": 0, "medianOutputTokensPerSec": 24.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.5, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 6341, "cachedInputTokens": 5493, "outputTokens": 136, "cost": 0, "durationMs": 96344, "outputTokensPerSec": 28.880242405779814, "at": 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visual design with a warm, coherent color system, sticky nav, hover animations, responsive grid, and mobile hamburger menu. Logo is correctly wired as `` in header, hero, and footer. Code is clean with well-named CSS variables and no cruft. Minor gap: brief required actual AI-generated logo via image-generation tool; the HTML references it correctly but whether the PNG was truly generated is untestable from HTML alone.", "durationMs": 6525 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "pet-shop-website/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-28T19:20:29.351Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "e537c8be-ceb0-4e45-85e9-aba1c3be1f8d" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:19:40.125Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:19:40.096Z", "completedAt": null, "ms": null, "gateRejections": 0, 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"start_work": 1, "list_gezels": 2, "message_gezel": 5, "ensure_gezel": 2, "search_memory": 1, "list_dir": 1, "write_file": 1, "generate_image": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/pet-shop-website/index.html", "finalBytes": 16403, "growth": [] } ], "imageFiles": [ { "path": "workspace/pet-shop-website/assets/logo.png", "bytes": 2913769 }, { "path": "artifacts/pet-shop-website/generated/image-2026-10-28T19-28-07-420Z-971950976.png", "bytes": 2913769 }, { "path": "artifacts/pet-shop-website/sessions/2026-10-28_192235_new-session/tool-0-img-0.png", "bytes": 2913769 } ], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 469351, "filePath": "pet-shop-website/workspace/index.html", "bytes": 16344, "score": 3, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page" ], "failReason": null }, { "atMs": 520119, "filePath": "pet-shop-website/workspace/index.html", "bytes": 16344, "score": 5, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page", "working-image", "image-asset" ], "failReason": null } ], "latest": { "filePath": "pet-shop-website/workspace/index.html", "bytes": 16344, "score": 5, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page", "working-image", "image-asset" ], "failReason": null, "runtimePassed": 1, "runtimeFailed": 0 } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T19:19:28.910Z] [trial] id=petshop-qwen3-8-27b-q4-2026-10-28T19-19-28-909Z-2i1u scenario=petshop model=qwen3.8-27b-q4", "[2026-10-28T19:19:28.911Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-19-28-909Z-2i1u", "[2026-10-28T19:19:28.911Z] [trial] trialHome=/tmp/gezel-eval-petshop-CkrvNq", "[2026-10-28T19:19:28.911Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:19:28.911Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:19:28.911Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:19:28.911Z] [trial] sd-server=packages/app/native-bin/linux-arm64-cuda/gezel-sd-server", "[2026-10-28T19:19:28.912Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:19:28.913Z] [cache] sd-cpp/sdxl-lightning-4step already warm", "[2026-10-28T19:19:28.915Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-petshop-CkrvNq", "[2026-10-28T19:19:38.544Z] [trial] linked sd-cpp/sdxl-lightning-4step from /.gezel-eval-cache into /tmp/gezel-eval-petshop-CkrvNq", "[2026-10-28T19:19:40.076Z] [trial] daemon spawned pid=150242 port=https://127.0.0.1:38243", "[2026-10-28T19:19:40.167Z] [trial] provider=llama-cpp imageProvider=sd-cpp configured, firstRunCompleted=true", "[2026-10-28T19:19:40.172Z] [trial] meester=imara", "[2026-10-28T19:19:40.270Z] [trial] sent prompt to meester (795 chars)", "[2026-10-28T19:19:40.293Z] [poll] initial digests hard=55515b3c0501d0e0 soft=ccc6089a8f7c110e", "[2026-10-28T19:20:31.407Z] [poll] hard-progress: 55515b3c0501d0e0 → eb883c9469ba1f1e after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=107,stream=1183) sniff=none)", "[2026-10-28T19:21:17.160Z] [poll] hard-progress: eb883c9469ba1f1e → 655069bab509985a after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=231,stream=2137) sniff=none)", "[2026-10-28T19:21:32.424Z] [poll] hard-progress: 655069bab509985a → 874e678bdfa7a439 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=2,slot=272,stream=2538) sniff=none)", "[2026-10-28T19:21:37.456Z] [poll] hard-progress: 874e678bdfa7a439 → a40bc72e489c269b after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=2,tools=3,slot=284,stream=2719) sniff=none)", "[2026-10-28T19:22:07.871Z] [poll] hard-progress: a40bc72e489c269b → 3ffdf7768364076e after 30s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=2,tools=5,slot=300,stream=2808) sniff=none)", "[2026-10-28T19:22:28.282Z] [poll] hard-progress: 3ffdf7768364076e → 1b4093b37c7d59ba after 20s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=3,tools=5,slot=347,stream=3413) sniff=none)", "[2026-10-28T19:22:38.388Z] [poll] hard-progress: 1b4093b37c7d59ba → caa79c9c7a7bc368 after 10s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=4,tools=7,slot=367,stream=3704) sniff=none)", "[2026-10-28T19:23:03.807Z] [poll] hard-progress: caa79c9c7a7bc368 → 5bf6dbddde7531b9 after 25s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=4,tools=9,slot=419,stream=4145) sniff=none)", "[2026-10-28T19:23:49.624Z] [poll] hard-progress: 5bf6dbddde7531b9 → fd2193b5011cdf70 after 46s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=5,tools=11,slot=535,stream=5674) sniff=none)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "petshop", "scoreAxes": { "visualQuality": 9, "functionalCompleteness": 8, "codeQuality": 9, "polish": 8 }, "meanScore": 8.5, "justification": "Excellent visual design with a warm, coherent color system, sticky nav, hover animations, responsive grid, and mobile hamburger menu. Logo is correctly wired as `` in header, hero, and footer. Code is clean with well-named CSS variables and no cruft. Minor gap: brief required actual AI-generated logo via image-generation tool; the HTML references it correctly but whether the PNG was truly generated is untestable from HTML alone.", "durationMs": 6525 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 8.1, "compositeIgnoringProseFlag": 8.1, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.07 calls=14 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=0 missing=image-generator" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-19-28-909Z-2i1u/result.json", "sha256": "d337ca08f1c53fa705c1d153a82b88b04b4bb64e9a48834f7ed3fbc8ec4be862" }, "facts.json": { "path": 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"memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 84, "peakUsedMb": 66243, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 41708, "totalOutputTokens": 8614, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 46548, "todayTokensCached": 45056, "todayTokensOut": 893, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 46548, "totalTokensCached": 45056, "totalTokensOut": 893, "totalCost": 0, "medianOutputTokensPerSec": 24.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.5, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 12913, "cachedInputTokens": 12694, "outputTokens": 137, "cost": 0, "durationMs": 79103, "outputTokensPerSec": 22.871338462679443, "at": "2026-10-28T19:32:53.193Z" }, "lastUpdated": "2026-10-28T19:32:53.193Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, 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"unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 84, "peakRssMb": 12874, "peakCpuPercent": 252.8, "firstAtMs": 0, "lastAtMs": 422000 }, "gpu": { "available": true, "sampleCount": 84, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 84, "peakUsedMb": 66243, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 41708, "totalOutputTokens": 8614, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 46548, "todayTokensCached": 45056, "todayTokensOut": 893, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 46548, "totalTokensCached": 45056, "totalTokensOut": 893, "totalCost": 0, "medianOutputTokensPerSec": 24.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.5, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 12913, "cachedInputTokens": 12694, "outputTokens": 137, "cost": 0, "durationMs": 79103, "outputTokensPerSec": 22.871338462679443, "at": "2026-10-28T19:32:53.193Z" }, "lastUpdated": "2026-10-28T19:32:53.193Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:35:24.273Z" } }, "source": "engine-log" }, "derived": { "durationMs": 422823, "meanTokensPerSec": 30.63, "genTokensPerSec": 30.63, "genTokens": 8614, "promptTokensPerSec": 776.87, "peakRssMb": 12874, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 46548, "output": 893 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "petshop", "scoreAxes": { "visualQuality": 8, "functionalCompleteness": 7, "codeQuality": 9, "polish": 8 }, "meanScore": 8, "justification": "Well-crafted single-page shop with sticky nav, slide-out cart, filter tabs, toast notifications, and form validation — looks like a real product. Logo is correctly wired as from the start. Brief fully met except no evidence the image-generation tool was actually invoked to produce assets/logo.png; the HTML references it but the PNG artifact itself is absent. Code is clean, idiomatic, and well-structured.", "durationMs": 6033 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "build-me-a-single-page-pet-shop-website/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-28T19:29:37.447Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "dd330701-bf17-45b7-a4ac-20149a18c8c7" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:28:21.403Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:28:21.384Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 4, "taskScoped": 1, "byGezel": { "lukas": 1, "nadia": 1, "yekaterina": 1, "zvonimir": 1 }, "perTask": { "build-me-a-single-page-pet-shop-website/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 4, "maxContextFill": 0.03633880615234375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.03633880615234375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "build-me-a-single-page-pet-shop-website/workspace/index.html passed sniff (signals: pet-vocab, store-vocab, structured-page, working-image, image-asset) + runtime (1 assertion(s))", "durationMs": 434147, "timeoutMs": 7200000, "budgetUsedFraction": 0.060298194444444446 }, "timing": { "startedAt": "2026-10-28T19:28:16.127Z", "finishedAt": "2026-10-28T19:35:30.274Z", "timeToFirstArtifactMs": 423097, "timeToLastArtifactWriteMs": 423108, "timeToFirstTokenMs": 20335, "firstTurnTtftMs": 13244, "timeToFirstToolCallMs": 81350 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer", "Illustrator" ], "missingExpectedRoles": [ "image-generator" ] }, "toolUse": { "totalToolCalls": 11, "byTool": { "ensure_gezel": 2, "message_gezel": 2, "generate_image": 1, "read_image_metadata": 2, "list_artifacts": 1, "save_memory": 1, "write_file": 1, "start_work": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/build-me-a-single-page-pet-shop-website/index.html", "finalBytes": 14828, "growth": [] } ], "imageFiles": [ { "path": "workspace/build-me-a-single-page-pet-shop-website/assets/logo.png", "bytes": 2083386 }, { "path": "artifacts/build-me-a-single-page-pet-shop-website/generated/image-2026-10-28T19-32-28-829Z-870741082.png", "bytes": 2083386 }, { "path": "artifacts/build-me-a-single-page-pet-shop-website/sessions/2026-10-28_193125_new-session/tool-0-img-0.png", "bytes": 2083386 } ], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 427470, "filePath": "build-me-a-single-page-pet-shop-website/workspace/index.html", "bytes": 14796, "score": 5, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page", "working-image", "image-asset" ], "failReason": null } ], "latest": { "filePath": "build-me-a-single-page-pet-shop-website/workspace/index.html", "bytes": 14796, "score": 5, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page", "working-image", "image-asset" ], "failReason": null, "runtimePassed": 1, "runtimeFailed": 0 } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T19:28:16.127Z] [trial] id=petshop-qwen3-8-27b-q4-2026-10-28T19-28-16-126Z-l2fb scenario=petshop model=qwen3.8-27b-q4", "[2026-10-28T19:28:16.127Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-28-16-126Z-l2fb", "[2026-10-28T19:28:16.127Z] [trial] trialHome=/tmp/gezel-eval-petshop-hIDWhJ", "[2026-10-28T19:28:16.127Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:28:16.127Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:28:16.128Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:28:16.128Z] [trial] sd-server=packages/app/native-bin/linux-arm64-cuda/gezel-sd-server", "[2026-10-28T19:28:16.128Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:28:16.130Z] [cache] sd-cpp/sdxl-lightning-4step already warm", "[2026-10-28T19:28:16.130Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-petshop-hIDWhJ", "[2026-10-28T19:28:19.885Z] [trial] linked sd-cpp/sdxl-lightning-4step from /.gezel-eval-cache into /tmp/gezel-eval-petshop-hIDWhJ", "[2026-10-28T19:28:21.422Z] [trial] daemon spawned pid=158187 port=https://127.0.0.1:42871", "[2026-10-28T19:28:21.510Z] [trial] provider=llama-cpp imageProvider=sd-cpp configured, firstRunCompleted=true", "[2026-10-28T19:28:21.515Z] [trial] meester=nadia", "[2026-10-28T19:28:21.596Z] [trial] sent prompt to meester (795 chars)", "[2026-10-28T19:28:21.615Z] [poll] initial digests hard=89eb966be1ec9e79 soft=8f770bd767623590", "[2026-10-28T19:29:38.179Z] [poll] hard-progress: 89eb966be1ec9e79 → 4dca7889fcb0984b after 77s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=176,stream=1523) sniff=none)", "[2026-10-28T19:30:23.752Z] [poll] hard-progress: 4dca7889fcb0984b → e17a377327ac7bf6 after 46s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=1,slot=243,stream=2106) sniff=none)", "[2026-10-28T19:30:54.157Z] [poll] hard-progress: e17a377327ac7bf6 → 2bb863ccf5883e23 after 30s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=268,stream=2204) sniff=none)", "[2026-10-28T19:31:29.768Z] [poll] hard-progress: 2bb863ccf5883e23 → bdf952f020dff50d after 36s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=2,tools=5,slot=325,stream=3004) sniff=none)", "[2026-10-28T19:32:30.591Z] [poll] hard-progress: bdf952f020dff50d → dcdeb9811b6700de after 61s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=4,tools=6,slot=365,stream=3356) sniff=none)", "[2026-10-28T19:32:35.658Z] [poll] hard-progress: dcdeb9811b6700de → 239cb84d3e3b4c2e after 5s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=4,tools=9,slot=378,stream=3468) sniff=none)", "[2026-10-28T19:32:50.917Z] [poll] hard-progress: 239cb84d3e3b4c2e → 9adcd886efe746eb after 15s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=4,tools=10,slot=418,stream=3959) sniff=none)", "[2026-10-28T19:35:23.846Z] [poll] terminal: success=true reason=build-me-a-single-page-pet-shop-website/workspace/index.html passed sniff (signals: pet-vocab, store-vocab, structured-page, working-image, image-asset) + runtime (1 assertion(s))", "[2026-10-28T19:35:24.294Z] [capture] dumped 4 session(s)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "petshop", "scoreAxes": { "visualQuality": 8, "functionalCompleteness": 7, "codeQuality": 9, "polish": 8 }, "meanScore": 8, "justification": "Well-crafted single-page shop with sticky nav, slide-out cart, filter tabs, toast notifications, and form validation — looks like a real product. Logo is correctly wired as from the start. Brief fully met except no evidence the image-generation tool was actually invoked to produce assets/logo.png; the HTML references it but the PNG artifact itself is absent. Code is clean, idiomatic, and well-structured.", "durationMs": 6033 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 8.1, "compositeIgnoringProseFlag": 8.1, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.06 calls=11 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=0 missing=image-generator" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-28-16-126Z-l2fb/result.json", "sha256": "e7d3bc24e539751f1e8052789f5e8191729d054745f269f6b701720b3d0e60b3" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-28-16-126Z-l2fb/facts.json", "sha256": "a740ac82abe69390f3e2bae38247cd11895943d4713fa51ad27407486b39bae3" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-28-16-126Z-l2fb/metrics.json", "sha256": "6072135e97a7b5d89c390d9aeaa05395e95677e442d5e936409af253d6274e62" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-28-16-126Z-l2fb/llm-judge.json", "sha256": "a5b9cc1fe33faa1806bd2202849f1b605f74f780b19e34aa48f00c5c5e0b02ae" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "petshop", "trialId": "petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy", "success": true, "nonModelFailure": false, "result": { "trialId": "petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy", "scenarioId": "petshop", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T19:35:30.712Z", "finishedAt": "2026-10-28T19:42:34.997Z", "durationMs": 424285, "success": true, "reason": "pet-shop-website/workspace/index.html passed sniff (signals: pet-vocab, store-vocab, structured-page, working-image, image-asset) + runtime (1 assertion(s))", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 82, "peakRssMb": 12672, "peakCpuPercent": 293.9, "firstAtMs": 0, "lastAtMs": 412015 }, "gpu": { "available": true, "sampleCount": 82, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 82, "peakUsedMb": 65752, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 46103, "totalOutputTokens": 8285, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 43769, "todayTokensCached": 41747, "todayTokensOut": 905, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 43769, "totalTokensCached": 41747, "totalTokensOut": 905, "totalCost": 0, "medianOutputTokensPerSec": 25.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 25.1, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 9078, "cachedInputTokens": 8748, "outputTokens": 78, "cost": 0, "durationMs": 118744, "outputTokensPerSec": 25.722750837743227, "at": "2026-10-28T19:38:37.368Z" }, "lastUpdated": "2026-10-28T19:38:37.368Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:42:29.007Z" } }, "source": "engine-log" }, "derived": { "durationMs": 412831, "meanTokensPerSec": 29.51, "genTokensPerSec": 29.51, "genTokens": 8285, "promptTokensPerSec": 783.33, "peakRssMb": 12672, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 43769, "output": 905 } } } }, "facts": { "trialId": "petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy", "scenarioId": "petshop", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 82, "peakRssMb": 12672, "peakCpuPercent": 293.9, "firstAtMs": 0, "lastAtMs": 412015 }, "gpu": { "available": true, "sampleCount": 82, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 82, "peakUsedMb": 65752, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 46103, "totalOutputTokens": 8285, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 43769, "todayTokensCached": 41747, "todayTokensOut": 905, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 43769, "totalTokensCached": 41747, "totalTokensOut": 905, "totalCost": 0, "medianOutputTokensPerSec": 25.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 25.1, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 9078, "cachedInputTokens": 8748, "outputTokens": 78, "cost": 0, "durationMs": 118744, "outputTokensPerSec": 25.722750837743227, "at": "2026-10-28T19:38:37.368Z" }, "lastUpdated": "2026-10-28T19:38:37.368Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:42:29.007Z" } }, "source": "engine-log" }, "derived": { "durationMs": 412831, "meanTokensPerSec": 29.51, "genTokensPerSec": 29.51, "genTokens": 8285, "promptTokensPerSec": 783.33, "peakRssMb": 12672, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 43769, "output": 905 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "petshop", "scoreAxes": { "visualQuality": 9, "functionalCompleteness": 7, "codeQuality": 9, "polish": 8 }, "meanScore": 8.3, "justification": "Beautifully styled single-page site with warm brand colors, sticky nav, smooth scroll, responsive grid, accessible landmarks, and a testimonial block. Logo is correctly wired as in header, hero, and footer. Docked one point on completeness because the brief required an AI-generated image actually saved to assets/logo.png — the HTML references it correctly but whether the image was generated is unverifiable from the artifact alone. Code is clean, uses CSS custom properties consistently, no inline junk.", "durationMs": 7004 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "pet-shop-website/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-28T19:36:07.271Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "2db455de-6186-4c2b-a38e-9aea76ae1982" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:35:36.116Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:35:36.096Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 6, "taskScoped": 1, "byGezel": { "imre": 2, "nadia": 2, "samuele": 1, "vesna": 1 }, "perTask": { "pet-shop-website/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 5, "maxContextFill": 0.062313079833984375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.062313079833984375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "pet-shop-website/workspace/index.html passed sniff (signals: pet-vocab, store-vocab, structured-page, working-image, image-asset) + runtime (1 assertion(s))", "durationMs": 424285, "timeoutMs": 7200000, "budgetUsedFraction": 0.05892847222222222 }, "timing": { "startedAt": "2026-10-28T19:35:30.712Z", "finishedAt": "2026-10-28T19:42:34.997Z", "timeToFirstArtifactMs": 363634, "timeToLastArtifactWriteMs": 363634, "timeToFirstTokenMs": 21111, "firstTurnTtftMs": 13814, "timeToFirstToolCallMs": 36584 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer", "Illustrator" ], "missingExpectedRoles": [ "image-generator" ] }, "toolUse": { "totalToolCalls": 13, "byTool": { "start_work": 1, "search_history": 1, "message_gezel": 4, "list_gezels": 1, "ensure_gezel": 2, "write_file": 1, "generate_image": 1, "describe_image": 1, "read_image_metadata": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/pet-shop-website/index.html", "finalBytes": 13868, "growth": [] } ], "imageFiles": [ { "path": "workspace/pet-shop-website/assets/logo.png", "bytes": 2548542 }, { "path": "artifacts/pet-shop-website/generated/image-2026-10-28T19-42-24-378Z-85224972.png", "bytes": 2548542 }, { "path": "artifacts/pet-shop-website/sessions/2026-10-28_193811_new-session/tool-0-img-0.png", "bytes": 2548542 } ], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 366954, "filePath": "pet-shop-website/workspace/index.html", "bytes": 13812, "score": 3, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page" ], "failReason": null }, { "atMs": 417723, "filePath": "pet-shop-website/workspace/index.html", "bytes": 13812, "score": 5, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page", "working-image", "image-asset" ], "failReason": null } ], "latest": { "filePath": "pet-shop-website/workspace/index.html", "bytes": 13812, "score": 5, "scoreMax": 5, "signals": [ "pet-vocab", "store-vocab", "structured-page", "working-image", "image-asset" ], "failReason": null, "runtimePassed": 1, "runtimeFailed": 0 } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T19:35:30.712Z] [trial] id=petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy scenario=petshop model=qwen3.8-27b-q4", "[2026-10-28T19:35:30.712Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy", "[2026-10-28T19:35:30.712Z] [trial] trialHome=/tmp/gezel-eval-petshop-CNXJzT", "[2026-10-28T19:35:30.712Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:35:30.712Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:35:30.713Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:35:30.713Z] [trial] sd-server=packages/app/native-bin/linux-arm64-cuda/gezel-sd-server", "[2026-10-28T19:35:30.713Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:35:30.715Z] [cache] sd-cpp/sdxl-lightning-4step already warm", "[2026-10-28T19:35:30.716Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-petshop-CNXJzT", "[2026-10-28T19:35:34.614Z] [trial] linked sd-cpp/sdxl-lightning-4step from /.gezel-eval-cache into /tmp/gezel-eval-petshop-CNXJzT", "[2026-10-28T19:35:36.149Z] [trial] daemon spawned pid=211976 port=https://127.0.0.1:36603", "[2026-10-28T19:35:36.245Z] [trial] provider=llama-cpp imageProvider=sd-cpp configured, firstRunCompleted=true", "[2026-10-28T19:35:36.253Z] [trial] meester=nadia", "[2026-10-28T19:35:36.337Z] [trial] sent prompt to meester (795 chars)", "[2026-10-28T19:35:36.357Z] [poll] initial digests hard=90adae13b0b3c06f soft=9f39386df390334e", "[2026-10-28T19:36:12.237Z] [poll] hard-progress: 90adae13b0b3c06f → 475e337da566ea61 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=63,stream=734) sniff=none)", "[2026-10-28T19:36:52.909Z] [poll] hard-progress: 475e337da566ea61 → d06e9f2ac2d29147 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=172,stream=1634) sniff=none)", "[2026-10-28T19:37:13.224Z] [poll] hard-progress: d06e9f2ac2d29147 → 59797001b8bc948d after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=2,slot=186,stream=1838) sniff=none)", "[2026-10-28T19:37:23.376Z] [poll] hard-progress: 59797001b8bc948d → 59d97f4abaf7c8b1 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=205,stream=2103) sniff=none)", "[2026-10-28T19:37:48.719Z] [poll] hard-progress: 59d97f4abaf7c8b1 → 180dd0240b8a650b after 25s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=217,stream=2165) sniff=none)", "[2026-10-28T19:37:53.818Z] [poll] hard-progress: 180dd0240b8a650b → cb634410678d6f3c after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=6,slot=225,stream=2199) sniff=none)", "[2026-10-28T19:38:09.172Z] [poll] hard-progress: cb634410678d6f3c → b1a2c90023c59bc2 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=2,tools=6,slot=264,stream=2821) sniff=none)", "[2026-10-28T19:38:14.225Z] [poll] hard-progress: b1a2c90023c59bc2 → 4e81d0412c3bd219 after 5s (workspaceProjects=3 sessions=4 daemon[src=service-telemetry](turns=3,tools=8,slot=272,stream=2906) sniff=none)", "[2026-10-28T19:38:29.539Z] [poll] hard-progress: 4e81d0412c3bd219 → 7f069f918a6348f6 after 15s (workspaceProjects=3 sessions=5 daemon[src=service-telemetry](turns=3,tools=9,slot=304,stream=3383) sniff=none)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "petshop", "scoreAxes": { "visualQuality": 9, "functionalCompleteness": 7, "codeQuality": 9, "polish": 8 }, "meanScore": 8.3, "justification": "Beautifully styled single-page site with warm brand colors, sticky nav, smooth scroll, responsive grid, accessible landmarks, and a testimonial block. Logo is correctly wired as in header, hero, and footer. Docked one point on completeness because the brief required an AI-generated image actually saved to assets/logo.png — the HTML references it correctly but whether the image was generated is unverifiable from the artifact alone. Code is clean, uses CSS custom properties consistently, no inline junk.", "durationMs": 7004 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 8.1, "compositeIgnoringProseFlag": 8.1, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.06 calls=13 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=0 missing=image-generator" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy/result.json", "sha256": "08af80c6f2b018956f8e1a1572acad0e8f4dedab375111204b17ed54bcf12468" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy/facts.json", "sha256": "f0839c27309a6dc0287d84211385f2167278632b7a60f8775868cbf4433ce503" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy/metrics.json", "sha256": "1eb8c95109f63acbea54761460ff10f09ec35299b071ecd721fb944a60534e5d" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/petshop/petshop-qwen3-8-27b-q4-2026-10-28T19-35-30-711Z-gsiy/llm-judge.json", "sha256": "0f31c88e991ac8727e7dbf977f17dd6820e4911ae3809107dd17e26f0a137668" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "plan-and-estimate", "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m", "success": true, "nonModelFailure": false, "result": { "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m", "scenarioId": "plan-and-estimate", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T20:42:54.525Z", "finishedAt": "2026-10-28T20:44:25.997Z", "durationMs": 91472, "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 18, "peakRssMb": 4044, "peakCpuPercent": 176.3, "firstAtMs": 0, "lastAtMs": 86975 }, "gpu": { "available": true, "sampleCount": 18, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 18, "peakUsedMb": 50463, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 4815, "totalOutputTokens": 1482, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:44:23.664Z" } }, "source": "engine-log" }, "derived": { "durationMs": 87574, "meanTokensPerSec": 20.73, "genTokensPerSec": 20.73, "genTokens": 1482, "promptTokensPerSec": 767.28, "peakRssMb": 4044, "peakGpuUtilPercent": 96, "billing": null } }, "facts": { "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m", "scenarioId": "plan-and-estimate", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 18, "peakRssMb": 4044, "peakCpuPercent": 176.3, "firstAtMs": 0, "lastAtMs": 86975 }, "gpu": { "available": true, "sampleCount": 18, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 18, "peakUsedMb": 50463, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 4815, "totalOutputTokens": 1482, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:44:23.664Z" } }, "source": "engine-log" }, "derived": { "durationMs": 87574, "meanTokensPerSec": 20.73, "genTokensPerSec": 20.73, "genTokens": 1482, "promptTokensPerSec": 767.28, "peakRssMb": 4044, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T20:42:56.050Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T20:42:56.036Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "deepak": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.015270233154296875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.015270233154296875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "durationMs": 91472, "timeoutMs": 1500000, "budgetUsedFraction": 0.06098133333333333 }, "timing": { "startedAt": "2026-10-28T20:42:54.525Z", "finishedAt": "2026-10-28T20:44:25.997Z", "timeToFirstArtifactMs": 86203, "timeToLastArtifactWriteMs": 86203, "timeToFirstTokenMs": 13772, "firstTurnTtftMs": 10324, "timeToFirstToolCallMs": 15581 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 88656, "filePath": "plan-and-estimate", "bytes": 5767, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } ], "latest": { "filePath": "plan-and-estimate", "bytes": 5767, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:42:54.526Z] [trial] id=plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m scenario=plan-and-estimate model=qwen3.8-27b-q4", "[2026-10-28T20:42:54.526Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m", "[2026-10-28T20:42:54.526Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-bfZi7j", "[2026-10-28T20:42:54.526Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:42:54.526Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:42:54.526Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:42:54.528Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:42:54.529Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-plan-and-estimate-bfZi7j", "[2026-10-28T20:42:56.063Z] [trial] daemon spawned pid=321977 port=https://127.0.0.1:41489", "[2026-10-28T20:42:56.161Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:42:56.167Z] [trial] meester=torsten", "[2026-10-28T20:42:56.167Z] [trial] running scenario setup hook", "[2026-10-28T20:42:56.318Z] [trial] scenario setup complete", "[2026-10-28T20:42:56.318Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:42:56.344Z] [poll] initial digests hard=0f893102f402a204 soft=62b19fc425697eb0", "[2026-10-28T20:42:56.391Z] [poll] hard-progress: 0f893102f402a204 → 37140731eab77ee7 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:43:11.857Z] [poll] hard-progress: 37140731eab77ee7 → 0a3d1edc7914452b after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=16,stream=79) sniff=0/0B)", "[2026-10-28T20:44:23.182Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-28T20:44:23.678Z] [capture] dumped 1 session(s)", "[2026-10-28T20:44:23.681Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:44:23.716Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:44:25.997Z] [trial] daemon shut down", "[2026-10-28T20:44:25.998Z] [trial] PASS duration=91472ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.06 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m/result.json", "sha256": "1bf958cb1a4074578ac65253139c6366833ae1516d0ad373419351c4737cc0c6" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m/facts.json", "sha256": "db6b348ad2b7473b407377a6a02d17a9dee0f2678d321e36022ab9346047b2b1" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-42-54-524Z-lx3m/metrics.json", "sha256": "a9839d4690cb92dff9928ce7c5fd515d31d575aff1df2c731bbe07276f744040" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "plan-and-estimate", "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-44-26-237Z-953n", "success": true, "nonModelFailure": 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scenario=plan-and-estimate model=qwen3.8-27b-q4", "[2026-10-28T20:44:26.238Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-OqMXYD", "[2026-10-28T20:44:26.238Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-44-26-237Z-953n", "[2026-10-28T20:44:26.238Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:44:26.238Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:44:26.239Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:44:26.239Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:44:26.240Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-plan-and-estimate-OqMXYD", "[2026-10-28T20:44:27.775Z] [trial] daemon spawned pid=323479 port=https://127.0.0.1:43127", "[2026-10-28T20:44:27.861Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:44:27.866Z] [trial] meester=rosalind", "[2026-10-28T20:44:27.866Z] [trial] running scenario setup hook", "[2026-10-28T20:44:28.040Z] [trial] scenario setup complete", "[2026-10-28T20:44:28.040Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:44:28.063Z] [poll] initial digests hard=69e1eaefd837eb94 soft=4fc4a65886b07325", "[2026-10-28T20:44:28.104Z] [poll] hard-progress: 69e1eaefd837eb94 → 5459ebb93d250e2e after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:44:43.243Z] [poll] hard-progress: 5459ebb93d250e2e → 3fd41424f73bc831 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=15,stream=67) sniff=0/0B)", "[2026-10-28T20:45:44.120Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-28T20:45:44.621Z] [capture] dumped 1 session(s)", "[2026-10-28T20:45:44.623Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:45:44.671Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:45:56.859Z] [trial] daemon shut down", "[2026-10-28T20:45:56.860Z] [trial] PASS duration=90622ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.06 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": 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id=plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-45-57-133Z-ch7j scenario=plan-and-estimate model=qwen3.8-27b-q4", "[2026-10-28T20:45:57.134Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-45-57-133Z-ch7j", "[2026-10-28T20:45:57.134Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-UQPjvU", "[2026-10-28T20:45:57.134Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:45:57.134Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:45:57.134Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:45:57.135Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:45:57.135Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-plan-and-estimate-UQPjvU", "[2026-10-28T20:45:58.670Z] [trial] daemon spawned pid=324817 port=https://127.0.0.1:36271", "[2026-10-28T20:45:58.765Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:45:58.772Z] [trial] meester=tamsin", "[2026-10-28T20:45:58.772Z] [trial] running scenario setup hook", "[2026-10-28T20:45:58.923Z] [trial] scenario setup complete", "[2026-10-28T20:45:58.924Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:45:58.953Z] [poll] initial digests hard=1c403a8eb99e7b74 soft=cedc02f7f46a3c8f", "[2026-10-28T20:45:58.996Z] [poll] hard-progress: 1c403a8eb99e7b74 → a3951394073ecb1a after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T20:46:14.142Z] [poll] hard-progress: a3951394073ecb1a → e01e91bb7d18af58 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=14,stream=42) sniff=0/0B)", "[2026-10-28T20:47:30.280Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-28T20:47:30.781Z] [capture] dumped 1 session(s)", "[2026-10-28T20:47:30.783Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:47:30.827Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:47:43.025Z] [trial] daemon shut down", "[2026-10-28T20:47:43.026Z] [trial] PASS duration=105893ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.07 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-45-57-133Z-ch7j/result.json", "sha256": "d3985f918f182cd4aae40751b87060c4a3c6a01db2038c18135feb0df8f81359" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-45-57-133Z-ch7j/facts.json", "sha256": "2969a3a9ae689d0766baf579a1778fa1927db9865aa06e014d6b782f4cae3417" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T20-45-57-133Z-ch7j/metrics.json", "sha256": "42ed2ce854c7736cccc96c1b4b78489f7828b3dc8ac7107b23acfc06bb0d2aee" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "schema-migration", "trialId": 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294.9, "firstAtMs": 0, "lastAtMs": 198253 }, "gpu": { "available": true, "sampleCount": 40, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 40, "peakUsedMb": 57285, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 44484, "totalOutputTokens": 3026, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 26582, "todayTokensCached": 5055, "todayTokensOut": 1317, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 26582, "totalTokensCached": 5055, "totalTokensOut": 1317, "totalCost": 0, "medianOutputTokensPerSec": 39.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 39.7, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7856, "outputTokens": 370, "cost": 0, "durationMs": 56633, "outputTokensPerSec": 40.22620426517681, "at": "2026-10-28T19:55:25.451Z" }, "lastUpdated": "2026-10-28T19:55:25.451Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:56:41.657Z" } }, "source": "engine-log" }, "derived": { "durationMs": 199614, "meanTokensPerSec": 32.2, "genTokensPerSec": 32.2, "genTokens": 3026, "promptTokensPerSec": 809.19, "peakRssMb": 10512, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 26582, "output": 1317 } } } }, "facts": { "trialId": "schema-migration-qwen3-8-27b-q4-2026-10-28T19-53-20-481Z-tgzv", "scenarioId": "schema-migration", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": 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"usage": { "available": true, "totalInputTokens": 44484, "totalOutputTokens": 3026, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 26582, "todayTokensCached": 5055, "todayTokensOut": 1317, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 26582, "totalTokensCached": 5055, "totalTokensOut": 1317, "totalCost": 0, "medianOutputTokensPerSec": 39.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 39.7, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7856, "outputTokens": 370, "cost": 0, "durationMs": 56633, "outputTokensPerSec": 40.22620426517681, "at": "2026-10-28T19:55:25.451Z" }, "lastUpdated": "2026-10-28T19:55:25.451Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:56:41.657Z" } }, "source": "engine-log" }, "derived": { "durationMs": 199614, "meanTokensPerSec": 32.2, "genTokensPerSec": 32.2, "genTokens": 3026, "promptTokensPerSec": 809.19, "peakRssMb": 10512, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 26582, "output": 1317 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:53:21.991Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:53:21.961Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "riley": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 10, "maxContextFill": 0.034061431884765625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.034061431884765625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "all 7 signals firing including tsc-clean (signals: types-updated, store-updated, handlers-updated, migrate-function, tests-present, migration-doc, tsc-clean)", "durationMs": 204855, "timeoutMs": 2100000, "budgetUsedFraction": 0.09755 }, "timing": { "startedAt": "2026-10-28T19:53:20.481Z", "finishedAt": "2026-10-28T19:56:45.336Z", "timeToFirstArtifactMs": 31650, "timeToLastArtifactWriteMs": 198520, "timeToFirstTokenMs": 13995, "firstTurnTtftMs": 10582, "timeToFirstToolCallMs": 18085 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 17, "byTool": { "read_file": 7, "write_file": 4, "replace_in_file": 6 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 1828, "filePath": "schema-migration", "bytes": 1659, "score": 0, "scoreMax": 7, "signals": [], "failReason": "types.ts still declares name or is missing required string firstName/lastName fields on User and CreateUserInput" }, { "atMs": 32507, "filePath": "schema-migration", "bytes": 2606, "score": 0, "scoreMax": 7, "signals": [], "failReason": "types.ts still declares name or is missing required string firstName/lastName fields on User and CreateUserInput" }, { "atMs": 42924, "filePath": "schema-migration", "bytes": 2643, "score": 2, "scoreMax": 7, "signals": [ "types-updated", "migrate-function" ], "failReason": "store.ts still uses a live name property or is missing firstName/lastName" }, { "atMs": 58120, "filePath": "schema-migration", "bytes": 2740, "score": 3, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "migrate-function" ], "failReason": "handlers.ts unmet subcontracts: format-display-full-name (return firstName + space + lastName from formatDisplayName); render-card-full-name (include firstName + space + lastName in the rendered card); summary-full-name (include each mapped user firstName + space + lastName); no-legacy-name-access (remove every live .name property access)" }, { "atMs": 68280, "filePath": "schema-migration", "bytes": 2808, "score": 4, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function" ], "failReason": "tests/migrate.test.ts not present yet" }, { "atMs": 129346, "filePath": "schema-migration", "bytes": 3973, "score": 5, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present" ], "failReason": "MIGRATION.md not present yet" }, { "atMs": 200759, "filePath": "schema-migration", "bytes": 6988, "score": 7, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present", "migration-doc", "tsc-clean" ], "failReason": null } ], "latest": { "filePath": "schema-migration", "bytes": 6988, "score": 7, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present", "migration-doc", "tsc-clean" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T19:53:20.482Z] [trial] id=schema-migration-qwen3-8-27b-q4-2026-10-28T19-53-20-481Z-tgzv scenario=schema-migration model=qwen3.8-27b-q4", "[2026-10-28T19:53:20.482Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-53-20-481Z-tgzv", "[2026-10-28T19:53:20.482Z] [trial] trialHome=/tmp/gezel-eval-schema-migration-edwEe1", "[2026-10-28T19:53:20.482Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:53:20.482Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:53:20.483Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:53:20.484Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:53:20.485Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-schema-migration-edwEe1", "[2026-10-28T19:53:22.016Z] [trial] daemon spawned pid=228841 port=https://127.0.0.1:45193", "[2026-10-28T19:53:22.117Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T19:53:22.122Z] [trial] meester=cosima", "[2026-10-28T19:53:22.122Z] [trial] running scenario setup hook", "[2026-10-28T19:53:22.274Z] [trial] scenario setup complete", "[2026-10-28T19:53:22.275Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T19:53:22.295Z] [poll] initial digests hard=4300975ac04937e1 soft=1a9e8103ededc0a1", "[2026-10-28T19:53:22.370Z] [poll] hard-progress: 4300975ac04937e1 → 36c9c75a5c09503d after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/1659B)", "[2026-10-28T19:53:42.844Z] [poll] hard-progress: 36c9c75a5c09503d → d71de4ff39917872 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=20,stream=91) sniff=0/1659B)", "[2026-10-28T19:53:53.022Z] [poll] hard-progress: d71de4ff39917872 → 4f5ce5633cec9705 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=47,stream=581) sniff=0/2606B)", "[2026-10-28T19:54:03.457Z] [poll] hard-progress: 4f5ce5633cec9705 → 6ca874de20b8f89f after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=64,stream=801) sniff=2/2643B)", "[2026-10-28T19:54:18.685Z] [poll] hard-progress: 6ca874de20b8f89f → e8dc75892e2ac32b after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=9,slot=84,stream=1043) sniff=3/2740B)", "[2026-10-28T19:54:28.835Z] [poll] hard-progress: e8dc75892e2ac32b → 1bb83d5080c3aa9c after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=12,slot=106,stream=1403) sniff=4/2808B)", "[2026-10-28T19:54:33.878Z] [poll] hard-progress: 1bb83d5080c3aa9c → 038a76213b362e4a after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=13,slot=111,stream=1421) sniff=4/2808B)", "[2026-10-28T19:54:54.088Z] [poll] hard-progress: 038a76213b362e4a → 1b293f19620513ca after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=14,slot=145,stream=2075) sniff=4/2808B)", "[2026-10-28T19:55:29.878Z] [poll] hard-progress: 1b293f19620513ca → 6aebf95baa202f26 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=15,slot=177,stream=2717) sniff=5/3973B)", "[2026-10-28T19:55:50.130Z] [poll] hard-progress: 6aebf95baa202f26 → 9c8969602fb4bd12 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=16,slot=215,stream=2905) sniff=5/3973B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.10 calls=17 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-53-20-481Z-tgzv/result.json", "sha256": "d05167944a6216989c2f34ee4ab582d373797c9a00ebaba127ac81ed49a7d4d3" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-53-20-481Z-tgzv/facts.json", "sha256": "07c942250b224daea42daf78ceafa6b6c25d615d214cc847fa15ba9e00f904ba" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-53-20-481Z-tgzv/metrics.json", "sha256": "3891b0d27b3745d8e023bbb8497cd762283fcfdec7ec48fea38bc56944619073" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "schema-migration", "trialId": "schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6", "success": true, "nonModelFailure": false, "result": { "trialId": "schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6", "scenarioId": "schema-migration", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T19:56:45.524Z", "finishedAt": "2026-10-28T19:59:49.751Z", "durationMs": 184227, "success": true, "reason": "all 7 signals firing including tsc-clean (signals: types-updated, store-updated, handlers-updated, migrate-function, tests-present, migration-doc, tsc-clean)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 36, "peakRssMb": 12098, "peakCpuPercent": 173.5, "firstAtMs": 1, "lastAtMs": 177551 }, "gpu": { "available": true, "sampleCount": 36, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 36, "peakUsedMb": 58547, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 48188, "totalOutputTokens": 2872, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 56434, "todayTokensCached": 15421, "todayTokensOut": 2737, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 56434, "totalTokensCached": 15421, "totalTokensOut": 2737, "totalCost": 0, "medianOutputTokensPerSec": 38.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 38.1, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 11160, "cachedInputTokens": 10331, "outputTokens": 831, "cost": 0, "durationMs": 28346, "outputTokensPerSec": 30.963011586358935, "at": "2026-10-28T19:59:43.445Z" }, "lastUpdated": "2026-10-28T19:59:43.445Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:59:46.099Z" } }, "source": "engine-log" }, "derived": { "durationMs": 179111, "meanTokensPerSec": 35.57, "genTokensPerSec": 35.57, "genTokens": 2872, "promptTokensPerSec": 803.99, "peakRssMb": 12098, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 56434, "output": 2737 } } } }, "facts": { "trialId": "schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6", "scenarioId": "schema-migration", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 36, "peakRssMb": 12098, "peakCpuPercent": 173.5, "firstAtMs": 1, "lastAtMs": 177551 }, "gpu": { "available": true, "sampleCount": 36, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 36, "peakUsedMb": 58547, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 48188, "totalOutputTokens": 2872, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 56434, "todayTokensCached": 15421, "todayTokensOut": 2737, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 56434, "totalTokensCached": 15421, "totalTokensOut": 2737, "totalCost": 0, "medianOutputTokensPerSec": 38.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 38.1, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 11160, "cachedInputTokens": 10331, "outputTokens": 831, "cost": 0, "durationMs": 28346, "outputTokensPerSec": 30.963011586358935, "at": "2026-10-28T19:59:43.445Z" }, "lastUpdated": "2026-10-28T19:59:43.445Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:59:46.099Z" } }, "source": "engine-log" }, "derived": { "durationMs": 179111, "meanTokensPerSec": 35.57, "genTokensPerSec": 35.57, "genTokens": 2872, "promptTokensPerSec": 803.99, "peakRssMb": 12098, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 56434, "output": 2737 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:56:46.953Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:56:46.923Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "riley": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 15, "maxContextFill": 0.039592742919921875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.039592742919921875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "all 7 signals firing including tsc-clean (signals: types-updated, store-updated, handlers-updated, migrate-function, tests-present, migration-doc, tsc-clean)", "durationMs": 184227, "timeoutMs": 2100000, "budgetUsedFraction": 0.08772714285714285 }, "timing": { "startedAt": "2026-10-28T19:56:45.524Z", "finishedAt": "2026-10-28T19:59:49.751Z", "timeToFirstArtifactMs": 29731, "timeToLastArtifactWriteMs": 177921, "timeToFirstTokenMs": 13425, "firstTurnTtftMs": 10146, "timeToFirstToolCallMs": 15717 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 14, "byTool": { "read_files": 1, "write_file": 5, "replace_in_file": 6, "read_file": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 1694, "filePath": "schema-migration", "bytes": 1659, "score": 0, "scoreMax": 7, "signals": [], "failReason": "types.ts still declares name or is missing required string firstName/lastName fields on User and CreateUserInput" }, { "atMs": 31992, "filePath": "schema-migration", "bytes": 2622, "score": 0, "scoreMax": 7, "signals": [], "failReason": "types.ts still declares name or is missing required string firstName/lastName fields on User and CreateUserInput" }, { "atMs": 42435, "filePath": "schema-migration", "bytes": 2659, "score": 2, "scoreMax": 7, "signals": [ "types-updated", "migrate-function" ], "failReason": "store.ts still uses a live name property or is missing firstName/lastName" }, { "atMs": 57615, "filePath": "schema-migration", "bytes": 2758, "score": 3, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "migrate-function" ], "failReason": "handlers.ts unmet subcontracts: format-display-full-name (return firstName + space + lastName from formatDisplayName); render-card-full-name (include firstName + space + lastName in the rendered card); summary-full-name (include each mapped user firstName + space + lastName); no-legacy-name-access (remove every live .name property access)" }, { "atMs": 67812, "filePath": "schema-migration", "bytes": 2826, "score": 4, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function" ], "failReason": "tests/migrate.test.ts not present yet" }, { "atMs": 83379, "filePath": "schema-migration", "bytes": 2800, "score": 4, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function" ], "failReason": "tests/migrate.test.ts not present yet" }, { "atMs": 129240, "filePath": "schema-migration", "bytes": 4040, "score": 5, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present" ], "failReason": "MIGRATION.md not present yet" }, { "atMs": 180173, "filePath": "schema-migration", "bytes": 6972, "score": 7, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present", "migration-doc", "tsc-clean" ], "failReason": null } ], "latest": { "filePath": "schema-migration", "bytes": 6972, "score": 7, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present", "migration-doc", "tsc-clean" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T19:56:45.525Z] [trial] id=schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6 scenario=schema-migration model=qwen3.8-27b-q4", "[2026-10-28T19:56:45.525Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6", "[2026-10-28T19:56:45.525Z] [trial] trialHome=/tmp/gezel-eval-schema-migration-YHgnfq", "[2026-10-28T19:56:45.525Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:56:45.525Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:56:45.526Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:56:45.526Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:56:45.527Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-schema-migration-YHgnfq", "[2026-10-28T19:56:46.962Z] [trial] daemon spawned pid=232015 port=https://127.0.0.1:46387", "[2026-10-28T19:56:47.037Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T19:56:47.042Z] [trial] running scenario setup hook", "[2026-10-28T19:56:47.042Z] [trial] meester=senna", "[2026-10-28T19:56:47.189Z] [trial] scenario setup complete", "[2026-10-28T19:56:47.189Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T19:56:47.210Z] [poll] initial digests hard=4be5cf2c6cf36786 soft=71bfa39e6d34dd2a", "[2026-10-28T19:56:47.288Z] [poll] hard-progress: 4be5cf2c6cf36786 → e889118a4a760fb6 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/1659B)", "[2026-10-28T19:57:02.425Z] [poll] hard-progress: e889118a4a760fb6 → 21eabc5bc0994b75 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=14,stream=102) sniff=0/1659B)", "[2026-10-28T19:57:17.553Z] [poll] hard-progress: 21eabc5bc0994b75 → c6a5fab32f84e94c after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=2,slot=44,stream=606) sniff=0/2622B)", "[2026-10-28T19:57:28.014Z] [poll] hard-progress: c6a5fab32f84e94c → af6ab48f8c3c6b0f after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=60,stream=824) sniff=2/2659B)", "[2026-10-28T19:57:43.218Z] [poll] hard-progress: af6ab48f8c3c6b0f → 5c89a16d19b2eca0 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=5,slot=85,stream=1196) sniff=3/2758B)", "[2026-10-28T19:57:53.431Z] [poll] hard-progress: 5c89a16d19b2eca0 → b373a0f4016b7022 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=8,slot=107,stream=1556) sniff=4/2826B)", "[2026-10-28T19:57:58.489Z] [poll] hard-progress: b373a0f4016b7022 → 8af788d21d2feca3 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=9,slot=112,stream=1574) sniff=4/2826B)", "[2026-10-28T19:58:08.985Z] [poll] hard-progress: 8af788d21d2feca3 → 5325ebbb73625eb1 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=10,slot=126,stream=1700) sniff=4/2800B)", "[2026-10-28T19:58:14.033Z] [poll] hard-progress: 5325ebbb73625eb1 → 5bd5fcb37bc50772 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=11,slot=131,stream=1720) sniff=4/2800B)", "[2026-10-28T19:58:54.819Z] [poll] hard-progress: 5bd5fcb37bc50772 → 0745ada508eaa226 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=12,slot=167,stream=2388) sniff=5/4040B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 7/7 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.09 calls=14 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6/result.json", "sha256": "b795b5198495eb1175b66ffb371a9a741fcc3e86e35314de92350460ff74cf4e" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6/facts.json", "sha256": "cc4d69b30624eeed345f93086bb959c99482be9edb6b1f3a259b85b9b3771444" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/schema-migration/schema-migration-qwen3-8-27b-q4-2026-10-28T19-56-45-524Z-xmc6/metrics.json", "sha256": "15b97b6a9d10ba6108a5bf74c5bd9c16ab6a4411a3eb5ac7f24246cbda2df5a1" } } }, { "repetition": 3, "modelId": 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"validate": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 1826, "filePath": "schema-migration", "bytes": 1659, "score": 0, "scoreMax": 7, "signals": [], "failReason": "types.ts still declares name or is missing required string firstName/lastName fields on User and CreateUserInput" }, { "atMs": 37202, "filePath": "schema-migration", "bytes": 2904, "score": 0, "scoreMax": 7, "signals": [], "failReason": "types.ts still declares name or is missing required string firstName/lastName fields on User and CreateUserInput" }, { "atMs": 47584, "filePath": "schema-migration", "bytes": 3002, "score": 1, "scoreMax": 7, "signals": [ "types-updated" ], "failReason": "store.ts still uses a live name property or is missing firstName/lastName" }, { "atMs": 62770, "filePath": "schema-migration", "bytes": 3101, "score": 2, "scoreMax": 7, "signals": [ "types-updated", "store-updated" ], "failReason": "handlers.ts unmet subcontracts: format-display-full-name (return firstName + space + lastName from formatDisplayName); render-card-full-name (include firstName + space + lastName in the rendered card); summary-full-name (include each mapped user firstName + space + lastName); no-legacy-name-access (remove every live .name property access)" }, { "atMs": 72925, "filePath": "schema-migration", "bytes": 3169, "score": 3, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated" ], "failReason": "migrate.ts harness-owned preservation gate failed at typecheck: src/migrate.ts(39,10): error TS2352: Conversion of type 'Record' to type 'User' may be a mistake because neither type sufficiently overlaps with the other. If this was intentional, convert the expression to 'unknown' first." }, { "atMs": 88380, "filePath": "schema-migration", "bytes": 3180, "score": 4, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function" ], "failReason": "tests/migrate.test.ts not present yet" }, { "atMs": 129071, "filePath": "schema-migration", "bytes": 4358, "score": 5, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present" ], "failReason": "MIGRATION.md not present yet" }, { "atMs": 185054, "filePath": "schema-migration", "bytes": 7265, "score": 7, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present", "migration-doc", "tsc-clean" ], "failReason": null } ], "latest": { "filePath": "schema-migration", "bytes": 7265, "score": 7, "scoreMax": 7, "signals": [ "types-updated", "store-updated", "handlers-updated", "migrate-function", "tests-present", 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"[2026-10-28T19:59:50.697Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-schema-migration-DX3NjN", "[2026-10-28T19:59:52.232Z] [trial] daemon spawned pid=234890 port=https://127.0.0.1:43781", "[2026-10-28T19:59:52.315Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T19:59:52.322Z] [trial] meester=elara", "[2026-10-28T19:59:52.322Z] [trial] running scenario setup hook", "[2026-10-28T19:59:52.472Z] [trial] scenario setup complete", "[2026-10-28T19:59:52.473Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T19:59:52.509Z] [poll] initial digests hard=e61fba7fad31c94a soft=1d5ec52ecf34fe86", "[2026-10-28T19:59:52.623Z] [poll] hard-progress: e61fba7fad31c94a → 9f815661778d78e7 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/1659B)", "[2026-10-28T20:00:07.732Z] [poll] hard-progress: 9f815661778d78e7 → 4aa467d372849a70 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=15,stream=104) sniff=0/1659B)", "[2026-10-28T20:00:27.939Z] [poll] hard-progress: 4aa467d372849a70 → 8e50779f0a7d6147 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=2,slot=50,stream=776) sniff=0/2904B)", "[2026-10-28T20:00:38.316Z] [poll] hard-progress: 8e50779f0a7d6147 → ba14bdbb9def3b00 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=67,stream=1020) sniff=1/3002B)", "[2026-10-28T20:00:53.527Z] [poll] hard-progress: ba14bdbb9def3b00 → 3f5c9886555d3cf7 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=5,slot=92,stream=1392) sniff=2/3101B)", "[2026-10-28T20:01:03.680Z] [poll] hard-progress: 3f5c9886555d3cf7 → 0d89d8da5a461020 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=8,slot=114,stream=1752) sniff=3/3169B)", "[2026-10-28T20:01:08.736Z] [poll] hard-progress: 0d89d8da5a461020 → 902e8b1f14790994 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=9,slot=119,stream=1770) sniff=3/3169B)", "[2026-10-28T20:01:19.119Z] [poll] hard-progress: 902e8b1f14790994 → c7eb6ae60751687f after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=10,slot=130,stream=1824) sniff=4/3180B)", "[2026-10-28T20:01:24.166Z] [poll] hard-progress: c7eb6ae60751687f → 9e0e7f8c6090be97 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=11,slot=135,stream=1844) sniff=4/3180B)", "[2026-10-28T20:01:59.809Z] [poll] hard-progress: 9e0e7f8c6090be97 → 8a42f57b287d54e3 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=12,slot=170,stream=2492) sniff=5/4358B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { 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"genTokens": 1046, "promptTokensPerSec": 751.91, "peakRssMb": 4411, "peakGpuUtilPercent": 96, "billing": null } }, "facts": { "trialId": "symptom-debug-qwen3-8-27b-q4-2026-10-28T20-05-09-499Z-pu2e", "scenarioId": "symptom-debug", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-05-09-499Z-pu2e", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 12, "peakRssMb": 4411, "peakCpuPercent": 176.7, "firstAtMs": 0, "lastAtMs": 56320 }, "gpu": { "available": true, "sampleCount": 12, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 12, "peakUsedMb": 50778, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5555, "totalOutputTokens": 1046, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:06:07.987Z" } }, "source": "engine-log" }, "derived": { "durationMs": 56932, "meanTokensPerSec": 25.97, "genTokensPerSec": 25.97, "genTokens": 1046, "promptTokensPerSec": 751.91, "peakRssMb": 4411, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T20:05:10.997Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T20:05:10.971Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "theo": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.014087677001953125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.014087677001953125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "durationMs": 61047, "timeoutMs": 1200000, "budgetUsedFraction": 0.0508725 }, "timing": { "startedAt": "2026-10-28T20:05:09.499Z", "finishedAt": "2026-10-28T20:06:10.546Z", "timeToFirstArtifactMs": 54709, "timeToLastArtifactWriteMs": 54709, "timeToFirstTokenMs": 13797, "firstTurnTtftMs": 10433, "timeToFirstToolCallMs": 15810 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 4, "byTool": { "read_file": 2, "replace_in_file": 1, "run_installed_script": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 1928, "filePath": "symptom-debug", "bytes": 1193, "score": 1, "scoreMax": 3, "signals": [ "accept-untouched" ], "failReason": "node accept.mjs still failing: CASE 3: expected \"a4\" got \"a5\" | CASE 4: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a5\",\"a6\",\"a7\",\"a9\",\"a10\"] | CASE 6: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a4\",\"a6\",\"a7\",\"a8\",\"a9\"]" }, { "atMs": 58111, "filePath": "symptom-debug", "bytes": 1202, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } ], "latest": { "filePath": "symptom-debug", "bytes": 1202, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:05:09.500Z] [trial] id=symptom-debug-qwen3-8-27b-q4-2026-10-28T20-05-09-499Z-pu2e scenario=symptom-debug model=qwen3.8-27b-q4", "[2026-10-28T20:05:09.500Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-05-09-499Z-pu2e", "[2026-10-28T20:05:09.500Z] [trial] trialHome=/tmp/gezel-eval-symptom-debug-aHVRPo", "[2026-10-28T20:05:09.500Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:05:09.500Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:05:09.500Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:05:09.501Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:05:09.501Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-symptom-debug-aHVRPo", "[2026-10-28T20:05:11.027Z] [trial] daemon spawned pid=240772 port=https://127.0.0.1:45949", "[2026-10-28T20:05:11.130Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:05:11.137Z] [trial] meester=malika", "[2026-10-28T20:05:11.137Z] [trial] running scenario setup hook", "[2026-10-28T20:05:11.331Z] [trial] scenario setup complete", "[2026-10-28T20:05:11.332Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:05:11.358Z] [poll] initial digests hard=d42d4031e2ea51e3 soft=332d60feb4924c07", "[2026-10-28T20:05:11.485Z] [poll] hard-progress: d42d4031e2ea51e3 → 0e8025df7fb30888 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/1193B)", "[2026-10-28T20:05:26.741Z] [poll] hard-progress: 0e8025df7fb30888 → 9939a00cbcea2dea after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=14,stream=45) sniff=1/1193B)", "[2026-10-28T20:06:07.610Z] [poll] terminal: success=true reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "[2026-10-28T20:06:08.004Z] [capture] dumped 1 session(s)", "[2026-10-28T20:06:08.006Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:06:08.066Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:06:10.545Z] [trial] daemon shut down", "[2026-10-28T20:06:10.546Z] [trial] PASS duration=61047ms reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 3/3 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.05 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-05-09-499Z-pu2e/result.json", "sha256": "db557c4ea2461fa0732d08cd4160b5e4cf792878ee18cf4bb8383b0d8f946b61" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-05-09-499Z-pu2e/facts.json", "sha256": "a2fe7326557d8e424a1666338fc78a9d16fe68674a88f2df24b995bd0b704c5b" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-05-09-499Z-pu2e/metrics.json", "sha256": "91f85f462b45e7103a8ebbf6b1dbf58d674ed9cdc71a1e431e25f546aa1e1428" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "symptom-debug", "trialId": "symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0", "success": true, "nonModelFailure": false, "result": { "trialId": "symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0", "scenarioId": "symptom-debug", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T20:06:11.578Z", "finishedAt": "2026-10-28T20:06:57.033Z", "durationMs": 45455, "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 9, "peakRssMb": 4206, "peakCpuPercent": 176, "firstAtMs": 0, "lastAtMs": 40914 }, "gpu": { "available": true, "sampleCount": 9, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 9, "peakUsedMb": 50667, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5404, "totalOutputTokens": 642, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:06:54.560Z" } }, "source": "engine-log" }, "derived": { "durationMs": 41520, "meanTokensPerSec": 25.15, "genTokensPerSec": 25.15, "genTokens": 642, "promptTokensPerSec": 781.15, "peakRssMb": 4206, "peakGpuUtilPercent": 96, "billing": null } }, "facts": { "trialId": "symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0", "scenarioId": "symptom-debug", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 9, "peakRssMb": 4206, "peakCpuPercent": 176, "firstAtMs": 0, "lastAtMs": 40914 }, "gpu": { "available": true, "sampleCount": 9, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 9, "peakUsedMb": 50667, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5404, "totalOutputTokens": 642, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:06:54.560Z" } }, "source": "engine-log" }, "derived": { "durationMs": 41520, "meanTokensPerSec": 25.15, "genTokensPerSec": 25.15, "genTokens": 642, "promptTokensPerSec": 781.15, "peakRssMb": 4206, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T20:06:12.971Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T20:06:12.952Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "theo": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.014087677001953125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.014087677001953125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "durationMs": 45455, "timeoutMs": 1200000, "budgetUsedFraction": 0.037879166666666665 }, "timing": { "startedAt": "2026-10-28T20:06:11.578Z", "finishedAt": "2026-10-28T20:06:57.033Z", "timeToFirstArtifactMs": 40684, "timeToLastArtifactWriteMs": 40684, "timeToFirstTokenMs": 13184, "firstTurnTtftMs": 9892, "timeToFirstToolCallMs": 15230 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 3, "byTool": { "read_file": 2, "replace_in_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 1817, "filePath": "symptom-debug", "bytes": 1193, "score": 1, "scoreMax": 3, "signals": [ "accept-untouched" ], "failReason": "node accept.mjs still failing: CASE 3: expected \"a4\" got \"a5\" | CASE 4: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a5\",\"a6\",\"a7\",\"a9\",\"a10\"] | CASE 6: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a4\",\"a6\",\"a7\",\"a8\",\"a9\"]" }, { "atMs": 42613, "filePath": "symptom-debug", "bytes": 1189, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } ], "latest": { "filePath": "symptom-debug", "bytes": 1189, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:06:11.579Z] [trial] id=symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0 scenario=symptom-debug model=qwen3.8-27b-q4", "[2026-10-28T20:06:11.579Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0", "[2026-10-28T20:06:11.579Z] [trial] trialHome=/tmp/gezel-eval-symptom-debug-XWFBqT", "[2026-10-28T20:06:11.579Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:06:11.579Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:06:11.579Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:06:11.580Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:06:11.581Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-symptom-debug-XWFBqT", "[2026-10-28T20:06:13.012Z] [trial] daemon spawned pid=241903 port=https://127.0.0.1:39299", "[2026-10-28T20:06:13.104Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:06:13.108Z] [trial] meester=rafael", "[2026-10-28T20:06:13.108Z] [trial] running scenario setup hook", "[2026-10-28T20:06:13.309Z] [trial] scenario setup complete", "[2026-10-28T20:06:13.309Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:06:13.334Z] [poll] initial digests hard=83ec29f2971d8177 soft=9d337003074327ef", "[2026-10-28T20:06:13.460Z] [poll] hard-progress: 83ec29f2971d8177 → 8eab2eed89f78cca after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/1193B)", "[2026-10-28T20:06:28.658Z] [poll] hard-progress: 8eab2eed89f78cca → ecc620c654b3a7fa after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=14,stream=46) sniff=1/1193B)", "[2026-10-28T20:06:54.191Z] [poll] terminal: success=true reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "[2026-10-28T20:06:54.575Z] [capture] dumped 1 session(s)", "[2026-10-28T20:06:54.577Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:06:54.614Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:06:57.032Z] [trial] daemon shut down", "[2026-10-28T20:06:57.033Z] [trial] PASS duration=45455ms reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 3/3 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.04 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0/result.json", "sha256": "c954cc113c07371c353a66e74b51e3e381fcfc910b5aa03b9389af3c3a174930" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0/facts.json", "sha256": "a554f5177ed7a77db59a5163ddd026629c765df2abd9d584de8c4ba0fb4a5f20" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-11-577Z-kkj0/metrics.json", "sha256": "3ef08fbf15a6591f33067f7cd6d1662d04fb8077e93d480f2286bc076b60942a" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "symptom-debug", "trialId": "symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6", "success": true, "nonModelFailure": false, "result": { "trialId": "symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6", "scenarioId": "symptom-debug", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T20:06:57.144Z", "finishedAt": "2026-10-28T20:07:47.736Z", "durationMs": 50592, "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 10, "peakRssMb": 4212, "peakCpuPercent": 174.8, "firstAtMs": 0, "lastAtMs": 45675 }, "gpu": { "available": true, "sampleCount": 10, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 10, "peakUsedMb": 50606, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5488, "totalOutputTokens": 666, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:07:45.235Z" } }, "source": "engine-log" }, "derived": { "durationMs": 46526, "meanTokensPerSec": 23.68, "genTokensPerSec": 23.68, "genTokens": 666, "promptTokensPerSec": 774.12, "peakRssMb": 4212, "peakGpuUtilPercent": 96, "billing": null } }, "facts": { "trialId": "symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6", "scenarioId": "symptom-debug", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 10, "peakRssMb": 4212, "peakCpuPercent": 174.8, "firstAtMs": 0, "lastAtMs": 45675 }, "gpu": { "available": true, "sampleCount": 10, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 10, "peakUsedMb": 50606, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5488, "totalOutputTokens": 666, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T20:07:45.235Z" } }, "source": "engine-log" }, "derived": { "durationMs": 46526, "meanTokensPerSec": 23.68, "genTokensPerSec": 23.68, "genTokens": 666, "promptTokensPerSec": 774.12, "peakRssMb": 4212, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T20:06:58.610Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T20:06:58.591Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "theo": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.01409149169921875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.01409149169921875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "durationMs": 50592, "timeoutMs": 1200000, "budgetUsedFraction": 0.04216 }, "timing": { "startedAt": "2026-10-28T20:06:57.144Z", "finishedAt": "2026-10-28T20:07:47.736Z", "timeToFirstArtifactMs": 44542, "timeToLastArtifactWriteMs": 44542, "timeToFirstTokenMs": 14256, "firstTurnTtftMs": 10940, "timeToFirstToolCallMs": 17068 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 4, "byTool": { "read_file": 3, "replace_in_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 1899, "filePath": "symptom-debug", "bytes": 1193, "score": 1, "scoreMax": 3, "signals": [ "accept-untouched" ], "failReason": "node accept.mjs still failing: CASE 3: expected \"a4\" got \"a5\" | CASE 4: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a5\",\"a6\",\"a7\",\"a9\",\"a10\"] | CASE 6: expected [\"a1\",\"a2\",\"a3\",\"a4\",\"a5\",\"a6\",\"a7\",\"a8\",\"a9\",\"a10\"] got [\"a1\",\"a2\",\"a3\",\"a4\",\"a6\",\"a7\",\"a8\",\"a9\"]" }, { "atMs": 47607, "filePath": "symptom-debug", "bytes": 1209, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } ], "latest": { "filePath": "symptom-debug", "bytes": 1209, "score": 3, "scoreMax": 3, "signals": [ "accept-untouched", "paginate-changed", "accept-passes" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T20:06:57.145Z] [trial] id=symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6 scenario=symptom-debug model=qwen3.8-27b-q4", "[2026-10-28T20:06:57.145Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T20:06:57.145Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T20:06:57.145Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6", "[2026-10-28T20:06:57.145Z] [trial] trialHome=/tmp/gezel-eval-symptom-debug-JINglQ", "[2026-10-28T20:06:57.145Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T20:06:57.146Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T20:06:57.147Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-symptom-debug-JINglQ", "[2026-10-28T20:06:58.680Z] [trial] daemon spawned pid=242602 port=https://127.0.0.1:46817", "[2026-10-28T20:06:58.776Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T20:06:58.781Z] [trial] running scenario setup hook", "[2026-10-28T20:06:58.781Z] [trial] meester=fenton", "[2026-10-28T20:06:58.921Z] [trial] scenario setup complete", "[2026-10-28T20:06:58.921Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T20:06:58.951Z] [poll] initial digests hard=2de63d927d727630 soft=fef0608f42920fab", "[2026-10-28T20:06:59.094Z] [poll] hard-progress: 2de63d927d727630 → e620f49bb4e6e56a after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/1193B)", "[2026-10-28T20:07:14.303Z] [poll] hard-progress: e620f49bb4e6e56a → 2eb0a283bc92555f after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=16,stream=61) sniff=1/1193B)", "[2026-10-28T20:07:44.751Z] [poll] terminal: success=true reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)", "[2026-10-28T20:07:45.251Z] [capture] dumped 1 session(s)", "[2026-10-28T20:07:45.252Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T20:07:45.309Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T20:07:47.736Z] [trial] daemon shut down", "[2026-10-28T20:07:47.737Z] [trial] PASS duration=50592ms reason=node accept.mjs prints ALL CASES PASS with accept.mjs untouched (signals: accept-untouched, paginate-changed, accept-passes)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 3/3 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.04 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6/result.json", "sha256": "a5a81eb01905c287f975ab8a3759f4871c4145ae0a8a88a64b5bd357cc59e203" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6/facts.json", "sha256": "4051f545fc81e499fbe72991e62cf2ed60486b5ff89a17e4a72d10cbcb502dcc" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/symptom-debug/symptom-debug-qwen3-8-27b-q4-2026-10-28T20-06-57-143Z-i6b6/metrics.json", "sha256": "11744b7d3730857f374a6ec8295fefe6847d398ebbd86d6d2277dbf858eefc81" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "tankcombat", "trialId": "tankcombat-qwen3-8-27b-q4-2026-10-28T19-42-38-575Z-gl8t", "success": true, "nonModelFailure": false, "result": { "trialId": "tankcombat-qwen3-8-27b-q4-2026-10-28T19-42-38-575Z-gl8t", "scenarioId": "tankcombat", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T19:42:38.576Z", "finishedAt": "2026-10-28T19:45:33.402Z", "durationMs": 174826, "success": true, "reason": "tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-42-38-575Z-gl8t", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 32, "peakRssMb": 7109, "peakCpuPercent": 270.3, "firstAtMs": 0, "lastAtMs": 157570 }, "gpu": { "available": true, "sampleCount": 32, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 32, "peakUsedMb": 53809, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 13135, "totalOutputTokens": 4004, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 28174, "todayTokensCached": 23176, "todayTokensOut": 2769, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 28174, "totalTokensCached": 23176, "totalTokensOut": 2769, "totalCost": 0, "medianOutputTokensPerSec": 24, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 3313, "outputTokens": 2309, "cost": 0, "durationMs": 69017, "outputTokensPerSec": 36.82455422983615, "at": "2026-10-28T19:45:15.064Z" }, "lastUpdated": "2026-10-28T19:45:15.064Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:45:19.767Z" } }, "source": "engine-log" }, "derived": { "durationMs": 159623, "meanTokensPerSec": 31.95, "genTokensPerSec": 31.95, "genTokens": 4004, "promptTokensPerSec": 743.04, "peakRssMb": 7109, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 28174, "output": 2769 } } } }, "facts": { "trialId": "tankcombat-qwen3-8-27b-q4-2026-10-28T19-42-38-575Z-gl8t", "scenarioId": "tankcombat", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-42-38-575Z-gl8t", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 32, "peakRssMb": 7109, "peakCpuPercent": 270.3, "firstAtMs": 0, "lastAtMs": 157570 }, "gpu": { "available": true, "sampleCount": 32, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 32, "peakUsedMb": 53809, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 13135, "totalOutputTokens": 4004, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 28174, "todayTokensCached": 23176, "todayTokensOut": 2769, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 28174, "totalTokensCached": 23176, "totalTokensOut": 2769, "totalCost": 0, "medianOutputTokensPerSec": 24, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 3313, "outputTokens": 2309, "cost": 0, "durationMs": 69017, "outputTokensPerSec": 36.82455422983615, "at": "2026-10-28T19:45:15.064Z" }, "lastUpdated": "2026-10-28T19:45:15.064Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, 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Delivers player tank, enemy AI, projectiles, collision, score tracking, and window.gameState exposure as required. Code is well-structured with no obvious smells. Missing: player death/game-over state, HP display, sound, and the tank turret rendering is minimal (a dark rectangle rather than a distinct barrel).", "durationMs": 6444 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 1, "gateApprovals": 1, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "tank-combat-arcade/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-28T19:43:18.432Z", "completedAt": "2026-10-28T19:45:15.277Z", "ms": 116845, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:42:40.053Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:42:40.031Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 116845 }, "sessions": { "total": 3, "taskScoped": 1, "byGezel": { "elara": 1, "slavica": 2 }, "perTask": { "tank-combat-arcade/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 7, "maxContextFill": 0.0316925048828125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.0316925048828125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))", "durationMs": 174826, "timeoutMs": 7200000, "budgetUsedFraction": 0.02428138888888889 }, "timing": { "startedAt": "2026-10-28T19:42:38.576Z", "finishedAt": "2026-10-28T19:45:33.402Z", "timeToFirstArtifactMs": 156478, "timeToLastArtifactWriteMs": 156488, "timeToFirstTokenMs": 18006, "firstTurnTtftMs": 14584, "timeToFirstToolCallMs": 39887 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 5, "byTool": { "start_work": 1, "search": 1, "search_history": 1, "message_gezel": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/tank-combat-arcade/index.html", "finalBytes": 6403, "growth": [] } ], "imageFiles": [], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 159196, "filePath": "tank-combat-arcade/workspace/index.html", "bytes": 6403, "score": 9, "scoreMax": null, "signals": [ "tank-vocab", "render-surface", "keyboard-input", "combat", "game-loop", "gameplay", "js-parses", "js-size-ok", "html-size-ok" ], "failReason": null } ], "latest": { "filePath": "tank-combat-arcade/workspace/index.html", "bytes": 6403, "score": 9, "scoreMax": null, "signals": [ "tank-vocab", "render-surface", "keyboard-input", "combat", "game-loop", "gameplay", "js-parses", "js-size-ok", "html-size-ok" ], "failReason": null, "runtimePassed": 3, "runtimeFailed": 0 } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 159197, "kind": "structured", "gezel": "elara", "question": "Your web page is finished. - **`index.html`**", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-28T19:42:38.577Z] [trial] id=tankcombat-qwen3-8-27b-q4-2026-10-28T19-42-38-575Z-gl8t scenario=tankcombat model=qwen3.8-27b-q4", "[2026-10-28T19:42:38.577Z] [trial] trialHome=/tmp/gezel-eval-tankcombat-lRra6l", "[2026-10-28T19:42:38.577Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:42:38.578Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:42:38.577Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-42-38-575Z-gl8t", "[2026-10-28T19:42:38.578Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:42:38.579Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:42:38.581Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-tankcombat-lRra6l", "[2026-10-28T19:42:40.114Z] [trial] daemon spawned pid=218468 port=https://127.0.0.1:37251", "[2026-10-28T19:42:40.212Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T19:42:40.219Z] [trial] meester=elara", "[2026-10-28T19:42:40.316Z] [trial] sent prompt to meester (1688 chars)", "[2026-10-28T19:42:40.335Z] [poll] initial digests hard=420996aaf9884ad1 soft=33e2ff71658c73e2", "[2026-10-28T19:43:20.873Z] [poll] hard-progress: 420996aaf9884ad1 → 158c84ad77bb7914 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=73,stream=1038) sniff=none)", "[2026-10-28T19:43:51.378Z] [poll] hard-progress: 158c84ad77bb7914 → 42fcb5c712147e15 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=153,stream=1656) sniff=none)", "[2026-10-28T19:44:01.524Z] [poll] hard-progress: 42fcb5c712147e15 → c0cf6441bb1c2617 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=4,slot=179,stream=2074) sniff=none)", "[2026-10-28T19:44:21.827Z] [poll] hard-progress: c0cf6441bb1c2617 → fc10edc12fa97b98 after 20s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=4,slot=220,stream=2682) sniff=none)", "[2026-10-28T19:45:19.439Z] [poll] terminal: success=true reason=tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))", "[2026-10-28T19:45:19.788Z] [capture] dumped 3 session(s)", "[2026-10-28T19:45:19.789Z] [capture] snapshotted telemetry for 3 session(s)", "[2026-10-28T19:45:19.836Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T19:45:33.401Z] [trial] daemon shut down", "[2026-10-28T19:45:33.403Z] [trial] PASS duration=174826ms reason=tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tankcombat", "scoreAxes": { "visualQuality": 7, "functionalCompleteness": 8, "codeQuality": 8, "polish": 6 }, "meanScore": 7.3, "justification": "Clean dark military aesthetic with readable HUD and grid overlay. 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Missing: player death/game-over state, HP display, sound, and the tank turret rendering is minimal (a dark rectangle rather than a distinct barrel).", "durationMs": 6444 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=5" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-42-38-575Z-gl8t/result.json", "sha256": "d933437c7ddff346e899f0da1f0e221c50e1f59ea8c27d8eff1672258d65aa6c" }, "facts.json": { "path": 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"tankcombat-qwen3-8-27b-q4-2026-10-28T19-45-33-926Z-ebo6", "scenarioId": "tankcombat", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T19:45:33.926Z", "finishedAt": "2026-10-28T19:49:20.003Z", "durationMs": 226077, "success": true, "reason": "tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-45-33-926Z-ebo6", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 42, "peakRssMb": 6100, "peakCpuPercent": 174.8, "firstAtMs": 0, "lastAtMs": 208945 }, "gpu": { "available": true, "sampleCount": 42, "peakUtilPercent": 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"totalTurns": 3, "totalTokensIn": 20114, "totalTokensCached": 14292, "totalTokensOut": 4269, "totalCost": 0, "medianOutputTokensPerSec": 28.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 28.3, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 4890, "outputTokens": 3280, "cost": 0, "durationMs": 103784, "outputTokensPerSec": 37.35499477975625, "at": "2026-10-28T19:49:00.028Z" }, "lastUpdated": "2026-10-28T19:49:00.028Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:49:06.399Z" } }, "source": "engine-log" }, "derived": { "durationMs": 211006, "meanTokensPerSec": 32.02, "genTokensPerSec": 32.02, "genTokens": 5166, "promptTokensPerSec": 759.11, 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All brief requirements met: arrow/WASD movement, space to fire, enemy tanks, score tracking, window.gameState, and inputTick. Code is well-structured with clear separation. Nice touches: invulnerability blink, enemy aim-at-player, game-over overlay. Minor gap: no restart mechanism after game over.", "durationMs": 5815 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 1, "gateApprovals": 1, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "tank-combat-arcade/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-28T19:46:07.380Z", "completedAt": "2026-10-28T19:49:00.230Z", "ms": 172850, "gateRejections": 0, "toolCalls": 1, "sessionIds": [ "c1a635f6-84af-4a3d-b940-dbdfc86ca552" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:45:35.372Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:45:35.341Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 172850 }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "amadou": 1, "elara": 1 }, "perTask": { "tank-combat-arcade/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 5, "maxContextFill": 0.02730560302734375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02730560302734375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))", "durationMs": 226077, "timeoutMs": 7200000, "budgetUsedFraction": 0.031399583333333335 }, "timing": { "startedAt": "2026-10-28T19:45:33.926Z", "finishedAt": "2026-10-28T19:49:20.003Z", "timeToFirstArtifactMs": 206092, "timeToLastArtifactWriteMs": 206103, "timeToFirstTokenMs": 17338, "firstTurnTtftMs": 13982, "timeToFirstToolCallMs": 33477 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 4, "byTool": { "start_work": 1, "search_history": 1, "search_sessions": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/tank-combat-arcade/index.html", "finalBytes": 8809, "growth": [] } ], "imageFiles": [], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 210480, "filePath": "tank-combat-arcade/workspace/index.html", "bytes": 8809, "score": 9, "scoreMax": null, "signals": [ "tank-vocab", "render-surface", "keyboard-input", "combat", "game-loop", "gameplay", "js-parses", "js-size-ok", "html-size-ok" ], "failReason": null } ], "latest": { "filePath": "tank-combat-arcade/workspace/index.html", "bytes": 8809, "score": 9, "scoreMax": null, "signals": [ "tank-vocab", "render-surface", "keyboard-input", "combat", "game-loop", "gameplay", "js-parses", "js-size-ok", "html-size-ok" ], "failReason": null, "runtimePassed": 3, "runtimeFailed": 0 } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 210481, "kind": "structured", "gezel": "elara", "question": "Your web page is finished. - **`index.html`**", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-28T19:45:33.927Z] [trial] id=tankcombat-qwen3-8-27b-q4-2026-10-28T19-45-33-926Z-ebo6 scenario=tankcombat model=qwen3.8-27b-q4", "[2026-10-28T19:45:33.927Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-45-33-926Z-ebo6", "[2026-10-28T19:45:33.927Z] [trial] trialHome=/tmp/gezel-eval-tankcombat-0mML4w", "[2026-10-28T19:45:33.927Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:45:33.927Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:45:33.928Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:45:33.928Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:45:33.929Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-tankcombat-0mML4w", "[2026-10-28T19:45:35.361Z] [trial] daemon spawned pid=221440 port=https://127.0.0.1:38427", "[2026-10-28T19:45:35.455Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T19:45:35.461Z] [trial] meester=elara", "[2026-10-28T19:45:35.562Z] [trial] sent prompt to meester (1688 chars)", "[2026-10-28T19:45:35.578Z] [poll] initial digests hard=448d6a3bf41b5d13 soft=984562ebfb80f364", "[2026-10-28T19:46:11.458Z] [poll] hard-progress: 448d6a3bf41b5d13 → 98252202a4a3e2db after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=62,stream=682) sniff=none)", "[2026-10-28T19:47:02.322Z] [poll] hard-progress: 98252202a4a3e2db → 18fe2c9ab2aa46fd after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=198,stream=1866) sniff=none)", "[2026-10-28T19:47:17.542Z] [poll] hard-progress: 18fe2c9ab2aa46fd → d63e0a703b82a26c after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=2,slot=199,stream=1875) sniff=none)", "[2026-10-28T19:47:27.699Z] [poll] hard-progress: d63e0a703b82a26c → e3b002fd0a1bf899 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=220,stream=2010) sniff=none)", "[2026-10-28T19:49:06.051Z] [poll] terminal: success=true reason=tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))", "[2026-10-28T19:49:06.415Z] [capture] dumped 2 session(s)", "[2026-10-28T19:49:06.417Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-28T19:49:06.467Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T19:49:20.003Z] [trial] daemon shut down", "[2026-10-28T19:49:20.004Z] [trial] PASS duration=226077ms reason=tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tankcombat", "scoreAxes": { "visualQuality": 8, "functionalCompleteness": 9, "codeQuality": 8, "polish": 7 }, "meanScore": 8, "justification": "Clean dark UI with styled HUD, grid background, and color-coded tanks. All brief requirements met: arrow/WASD movement, space to fire, enemy tanks, score tracking, window.gameState, and inputTick. Code is well-structured with clear separation. Nice touches: invulnerability blink, enemy aim-at-player, game-over overlay. Minor gap: no restart mechanism after game over.", "durationMs": 5815 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.03 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-45-33-926Z-ebo6/result.json", "sha256": "97d4588e6fc9d83bbf7faab7ff708f1cffc2b7b75c0ef52218a342ce05b6cb50" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-45-33-926Z-ebo6/facts.json", "sha256": "7fada630e81dd24a23375bb171934be8094e832447e9e360f74fdd807a78520c" 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**`index.html`**", "chose": "Dismiss" } ] }, "miscEvents": [ "[2026-10-28T19:49:20.530Z] [trial] id=tankcombat-qwen3-8-27b-q4-2026-10-28T19-49-20-530Z-9bc4 scenario=tankcombat model=qwen3.8-27b-q4", "[2026-10-28T19:49:20.530Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-49-20-530Z-9bc4", "[2026-10-28T19:49:20.530Z] [trial] trialHome=/tmp/gezel-eval-tankcombat-D0nfNd", "[2026-10-28T19:49:20.530Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:49:20.530Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:49:20.531Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:49:20.532Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:49:20.533Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-tankcombat-D0nfNd", "[2026-10-28T19:49:22.069Z] [trial] daemon spawned pid=225073 port=https://127.0.0.1:42827", "[2026-10-28T19:49:22.167Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T19:49:22.174Z] [trial] meester=vanya", "[2026-10-28T19:49:22.278Z] [trial] sent prompt to meester (1688 chars)", "[2026-10-28T19:49:22.301Z] [poll] initial digests hard=58b4b4f01d1818f4 soft=d77731fe07bcb594", "[2026-10-28T19:50:03.255Z] [poll] hard-progress: 58b4b4f01d1818f4 → 00db6b486e35663d after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=77,stream=1065) sniff=none)", "[2026-10-28T19:50:48.992Z] [poll] hard-progress: 00db6b486e35663d → 05e3fe7b067cea1f after 46s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=3,slot=194,stream=2285) sniff=none)", "[2026-10-28T19:51:09.249Z] [poll] hard-progress: 05e3fe7b067cea1f → f639dc7f4700e28a after 20s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=3,slot=204,stream=2357) sniff=none)", "[2026-10-28T19:53:02.902Z] [poll] terminal: success=true reason=tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))", "[2026-10-28T19:53:03.257Z] [capture] dumped 3 session(s)", "[2026-10-28T19:53:03.259Z] [capture] snapshotted telemetry for 3 session(s)", "[2026-10-28T19:53:03.290Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T19:53:16.881Z] [trial] daemon shut down", "[2026-10-28T19:53:16.882Z] [trial] PASS duration=236351ms reason=tank-combat-arcade/workspace/index.html passed sniff (signals: tank-vocab, render-surface, keyboard-input, combat, game-loop, gameplay, js-parses, js-size-ok, html-size-ok) + runtime (3 assertion(s))" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tankcombat", "scoreAxes": { "visualQuality": 8, "functionalCompleteness": 9, "codeQuality": 8, "polish": 7 }, "meanScore": 8, "justification": "Clean dark UI with grid background, HUD, and particle effects. 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Delight is modest—no sound, no obstacles/cover, enemies slightly trivial.", "durationMs": 6213 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.03 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-49-20-530Z-9bc4/result.json", "sha256": "60c8f5d3c0ab3afa1cbc45ff7e5efc342710e654db1983245b3886ef8649ab9b" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tankcombat/tankcombat-qwen3-8-27b-q4-2026-10-28T19-49-20-530Z-9bc4/facts.json", "sha256": 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Minor: no animation on win/placement, otherwise near-polished.", "durationMs": 5799 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "tic-tac-toe-game/1", "stepId": "build", "activatedAt": "2026-10-28T19:14:12.428Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:13:46.031Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:13:46.013Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 3, "taskScoped": 1, "byGezel": { "anika": 1, "bukola": 2 }, "perTask": { 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"relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "durationMs": 134187, "timeoutMs": 7200000, "budgetUsedFraction": 0.018637083333333332 }, "timing": { "startedAt": "2026-10-28T19:13:44.652Z", "finishedAt": "2026-10-28T19:15:58.839Z", "timeToFirstArtifactMs": 126062, "timeToLastArtifactWriteMs": 126062, "timeToFirstTokenMs": 17022, "firstTurnTtftMs": 13805, "timeToFirstToolCallMs": 27802 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 5, "byTool": { "start_work": 1, "search_history": 1, "message_gezel": 1, "stat": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/tic-tac-toe-game/index.html", "finalBytes": 4378, "growth": [] } ], "imageFiles": [], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 128594, "filePath": "tic-tac-toe-game/workspace/index.html", "bytes": 4378, "score": 6, "scoreMax": null, "signals": [ "name", "grid", "click", "win-detect", "js-parses", "js-size-ok" ], "failReason": null } ], "latest": { "filePath": "tic-tac-toe-game/workspace/index.html", "bytes": 4378, "score": 6, "scoreMax": null, "signals": [ "name", "grid", "click", "win-detect", "js-parses", "js-size-ok" ], "failReason": null, "runtimePassed": 2, "runtimeFailed": 0 } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T19:13:44.653Z] [trial] id=tictactoe-qwen3-8-27b-q4-2026-10-28T19-13-44-651Z-reac scenario=tictactoe model=qwen3.8-27b-q4", "[2026-10-28T19:13:44.653Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-13-44-651Z-reac", "[2026-10-28T19:13:44.653Z] [trial] trialHome=/tmp/gezel-eval-tictactoe-Cp6NLn", "[2026-10-28T19:13:44.653Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:13:44.653Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:13:44.653Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:13:44.655Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:13:44.656Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-tictactoe-Cp6NLn", "[2026-10-28T19:13:46.100Z] [trial] daemon spawned pid=143936 port=https://127.0.0.1:43711", "[2026-10-28T19:13:46.194Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T19:13:46.200Z] [trial] meester=anika", "[2026-10-28T19:13:46.284Z] [trial] sent prompt to meester (621 chars)", "[2026-10-28T19:13:46.303Z] [poll] initial digests hard=c7d52cf70ec68cea soft=c90c79964583b14b", "[2026-10-28T19:14:16.664Z] [poll] hard-progress: c7d52cf70ec68cea → cb0d043fe74bb871 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=49,stream=539) sniff=none)", "[2026-10-28T19:14:47.181Z] [poll] hard-progress: cb0d043fe74bb871 → e224225e6f7a7e7b after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=133,stream=1200) sniff=none)", "[2026-10-28T19:14:52.273Z] [poll] hard-progress: e224225e6f7a7e7b → c320b0e4d65730cf after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=3,slot=147,stream=1393) sniff=none)", "[2026-10-28T19:15:07.469Z] [poll] hard-progress: c320b0e4d65730cf → 37cc3dba91e7b9f1 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=174,stream=1533) sniff=none)", "[2026-10-28T19:15:17.659Z] [poll] hard-progress: 37cc3dba91e7b9f1 → d73f418c9e10276c after 10s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=4,slot=202,stream=2150) sniff=none)", "[2026-10-28T19:15:54.583Z] [poll] terminal: success=true reason=tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "[2026-10-28T19:15:55.096Z] [capture] dumped 3 session(s)", "[2026-10-28T19:15:55.098Z] [capture] snapshotted telemetry for 3 session(s)", "[2026-10-28T19:15:55.139Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T19:15:58.837Z] [trial] daemon shut down", "[2026-10-28T19:15:58.841Z] [trial] PASS duration=134187ms reason=tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tictactoe", "scoreAxes": { "visualQuality": 9, "functionalCompleteness": 10, "codeQuality": 9, "polish": 8 }, "meanScore": 9, "justification": "Dark-theme design with rounded cells, per-player color coding (blue X, red O), and win-highlight feel like a real product. Brief followed exactly: 9 static buttons wired via querySelectorAll, turn tracking, winner/draw detection with styled status, reset. Code is clean IIFE with var for ES5 compat, well-structured WINS table, aria-live for accessibility. Minor: no animation on win/placement, otherwise near-polished.", "durationMs": 5799 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=5" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-13-44-651Z-reac/result.json", "sha256": "7729b3fb543199bc800c2c0fd37f69bf8c8fd9d4c1c1d95b2ff5d250e340b48f" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-13-44-651Z-reac/facts.json", "sha256": "99a356a70cd5030a7a6adda33d1030dac07469ff5d84c876e0ae84a89f7bae01" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-13-44-651Z-reac/metrics.json", "sha256": "8cf71223dc4df6b5b90769f9dcee36d79ca8b4ae46ee8a0ed057cc5a91ad7023" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-13-44-651Z-reac/llm-judge.json", "sha256": "d8a7fa4afea938c625e37a51ebc2167156814db08596e604d413d64d501bfbcc" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "core", "scenarioId": "tictactoe", "trialId": "tictactoe-qwen3-8-27b-q4-2026-10-28T19-15-59-367Z-z3up", "success": true, "nonModelFailure": false, "result": { "trialId": "tictactoe-qwen3-8-27b-q4-2026-10-28T19-15-59-367Z-z3up", "scenarioId": "tictactoe", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T19:15:59.368Z", "finishedAt": "2026-10-28T19:17:53.837Z", "durationMs": 114469, "success": true, "reason": "tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-15-59-367Z-z3up", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 22, "peakRssMb": 6523, "peakCpuPercent": 234.9, "firstAtMs": 0, "lastAtMs": 106643 }, "gpu": { "available": true, "sampleCount": 22, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 22, "peakUsedMb": 54145, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 13260, "totalOutputTokens": 2373, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 22279, "todayTokensCached": 21243, "todayTokensOut": 681, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 22279, "totalTokensCached": 21243, "totalTokensOut": 681, "totalCost": 0, "medianOutputTokensPerSec": 27.4, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.4, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7611, "cachedInputTokens": 7397, "outputTokens": 363, "cost": 0, "durationMs": 13949, "outputTokensPerSec": 27.383426597098644, "at": "2026-10-28T19:16:56.737Z" }, "lastUpdated": "2026-10-28T19:16:56.737Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:17:49.053Z" } }, "source": "engine-log" }, "derived": { "durationMs": 108217, "meanTokensPerSec": 32.43, "genTokensPerSec": 32.43, "genTokens": 2373, "promptTokensPerSec": 779.26, "peakRssMb": 6523, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 22279, "output": 681 } } } }, "facts": { "trialId": "tictactoe-qwen3-8-27b-q4-2026-10-28T19-15-59-367Z-z3up", "scenarioId": "tictactoe", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-15-59-367Z-z3up", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 22, "peakRssMb": 6523, "peakCpuPercent": 234.9, "firstAtMs": 0, "lastAtMs": 106643 }, "gpu": { "available": true, "sampleCount": 22, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 22, "peakUsedMb": 54145, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 13260, "totalOutputTokens": 2373, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 22279, "todayTokensCached": 21243, "todayTokensOut": 681, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 22279, "totalTokensCached": 21243, "totalTokensOut": 681, "totalCost": 0, "medianOutputTokensPerSec": 27.4, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.4, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7611, "cachedInputTokens": 7397, "outputTokens": 363, "cost": 0, "durationMs": 13949, "outputTokensPerSec": 27.383426597098644, "at": "2026-10-28T19:16:56.737Z" }, "lastUpdated": "2026-10-28T19:16:56.737Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T19:17:49.053Z" } }, "source": "engine-log" }, "derived": { "durationMs": 108217, "meanTokensPerSec": 32.43, "genTokensPerSec": 32.43, "genTokens": 2373, "promptTokensPerSec": 779.26, "peakRssMb": 6523, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 22279, "output": 681 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tictactoe", "scoreAxes": { "visualQuality": 8, "functionalCompleteness": 10, "codeQuality": 9, "polish": 7 }, "meanScore": 8.5, "justification": "Clean Catppuccin-inspired dark theme, 100px cells, colored X/O and highlighted win line. Fully meets the brief: 9 static buttons, querySelectorAll wiring, winner display, draw detection, reset. Code is tidy with no redundancy. Minor: destructuring `[a,c,d]` from WIN_LINES shadows the outer `c` from forEach but doesn't cause bugs; no score tracking or animation beyond color transition.", "durationMs": 5716 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 4, "activationEvents": 1, "completed": 1, "gateApprovals": 1, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "tic-tac-toe-game/1", "stepId": "build", "activatedAt": "2026-10-28T19:16:28.530Z", "completedAt": "2026-10-28T19:17:45.663Z", "ms": 77133, "gateRejections": 0, "toolCalls": 1, "sessionIds": [ "7c2f5434-9869-4a32-8b5b-c6485dcb9f12" ] }, { "ref": "tic-tac-toe-game/1", "stepId": "evaluate", "activatedAt": "2026-10-28T19:17:45.663Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:16:00.775Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:16:00.754Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 77133 }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "esma": 1, "ines": 1 }, "perTask": { "tic-tac-toe-game/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.25, "maxMessages": 5, "maxContextFill": 0.031948089599609375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.031948089599609375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "durationMs": 114469, "timeoutMs": 7200000, "budgetUsedFraction": 0.015898472222222224 }, "timing": { "startedAt": "2026-10-28T19:15:59.368Z", "finishedAt": "2026-10-28T19:17:53.837Z", "timeToFirstArtifactMs": 106093, "timeToLastArtifactWriteMs": 106104, "timeToFirstTokenMs": 17120, "firstTurnTtftMs": 13694, "timeToFirstToolCallMs": 29183 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "start_work": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/tic-tac-toe-game/index.html", "finalBytes": 3773, "growth": [] } ], "imageFiles": [], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 108197, "filePath": "tic-tac-toe-game/workspace/index.html", "bytes": 3773, "score": 6, "scoreMax": null, "signals": [ "name", "grid", "click", "win-detect", "js-parses", "js-size-ok" ], "failReason": null } ], "latest": { "filePath": "tic-tac-toe-game/workspace/index.html", "bytes": 3773, "score": 6, "scoreMax": null, "signals": [ "name", "grid", "click", "win-detect", "js-parses", "js-size-ok" ], "failReason": null, "runtimePassed": 2, "runtimeFailed": 0 } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T19:15:59.368Z] [trial] id=tictactoe-qwen3-8-27b-q4-2026-10-28T19-15-59-367Z-z3up scenario=tictactoe model=qwen3.8-27b-q4", "[2026-10-28T19:15:59.368Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-15-59-367Z-z3up", "[2026-10-28T19:15:59.368Z] [trial] trialHome=/tmp/gezel-eval-tictactoe-qNw11G", "[2026-10-28T19:15:59.368Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:15:59.368Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:15:59.369Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:15:59.369Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:15:59.370Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-tictactoe-qNw11G", "[2026-10-28T19:16:00.806Z] [trial] daemon spawned pid=146236 port=https://127.0.0.1:40521", "[2026-10-28T19:16:00.904Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T19:16:00.910Z] [trial] meester=ines", "[2026-10-28T19:16:01.012Z] [trial] sent prompt to meester (621 chars)", "[2026-10-28T19:16:01.031Z] [poll] initial digests hard=e617f8b58c27761c soft=3cd03e54ec7a58a3", "[2026-10-28T19:16:31.382Z] [poll] hard-progress: e617f8b58c27761c → 587b8fb2babf9636 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=48,stream=522) sniff=none)", "[2026-10-28T19:17:01.834Z] [poll] hard-progress: 587b8fb2babf9636 → dbcae5b9ccc82df5 after 30s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=1,slot=118,stream=1157) sniff=none)", "[2026-10-28T19:17:48.563Z] [poll] terminal: success=true reason=tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "[2026-10-28T19:17:49.070Z] [capture] dumped 2 session(s)", "[2026-10-28T19:17:49.072Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-28T19:17:49.103Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T19:17:53.837Z] [trial] daemon shut down", "[2026-10-28T19:17:53.838Z] [trial] PASS duration=114469ms reason=tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tictactoe", "scoreAxes": { "visualQuality": 8, "functionalCompleteness": 10, "codeQuality": 9, "polish": 7 }, "meanScore": 8.5, "justification": "Clean Catppuccin-inspired dark theme, 100px cells, colored X/O and highlighted win line. Fully meets the brief: 9 static buttons, querySelectorAll wiring, winner display, draw detection, reset. Code is tidy with no redundancy. Minor: destructuring `[a,c,d]` from WIN_LINES shadows the outer `c` from forEach but doesn't cause bugs; no score tracking or animation beyond color transition.", "durationMs": 5716 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.02 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-15-59-367Z-z3up/result.json", "sha256": "0ef24f17e6f793ce7f6282dc8d72dd3060db627adcab3e18fe07ef514832d08f" }, "facts.json": { "path": 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All brief requirements met: 9 static cells with data-cell attributes, querySelectorAll wiring, turn display, winner detection, draw detection, reset. Code is clean with sensible separation of concerns. Minor: destructuring `[a,c,d]` from a 3-element win combo where variable names `a/c/d` (skipping `b`) is slightly confusing.", "durationMs": 5611 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 4, "activationEvents": 1, "completed": 1, "gateApprovals": 1, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "tic-tac-toe-game/1", "stepId": "build", "activatedAt": "2026-10-28T19:18:25.846Z", "completedAt": "2026-10-28T19:19:14.522Z", "ms": 48676, "gateRejections": 0, "toolCalls": 1, "sessionIds": [ "21632b55-e0b7-4329-b926-74355027d45b" ] }, { "ref": "tic-tac-toe-game/1", "stepId": "evaluate", "activatedAt": "2026-10-28T19:19:14.522Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T19:17:56.113Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T19:17:56.072Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 48676 }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "ines": 1, "rami": 1 }, "perTask": { "tic-tac-toe-game/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.25, "maxMessages": 3, "maxContextFill": 0.031917572021484375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.031917572021484375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "durationMs": 90214, "timeoutMs": 7200000, "budgetUsedFraction": 0.012529722222222222 }, "timing": { "startedAt": "2026-10-28T19:17:54.653Z", "finishedAt": "2026-10-28T19:19:24.867Z", "timeToFirstArtifactMs": 79670, "timeToLastArtifactWriteMs": 79680, "timeToFirstTokenMs": 16472, "firstTurnTtftMs": 13180, "timeToFirstToolCallMs": 31230 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "start_work": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/tic-tac-toe-game/index.html", "finalBytes": 3656, "growth": [] } ], "imageFiles": [], "otherFileCount": 1 }, "sniff": { "progression": [ { "atMs": 83092, "filePath": "tic-tac-toe-game/workspace/index.html", "bytes": 3656, "score": 6, "scoreMax": null, "signals": [ "name", "grid", "click", "win-detect", "js-parses", "js-size-ok" ], "failReason": null } ], "latest": { "filePath": "tic-tac-toe-game/workspace/index.html", "bytes": 3656, "score": 6, "scoreMax": null, "signals": [ "name", "grid", "click", "win-detect", "js-parses", "js-size-ok" ], "failReason": null, "runtimePassed": 2, "runtimeFailed": 0 } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T19:17:54.654Z] [trial] id=tictactoe-qwen3-8-27b-q4-2026-10-28T19-17-54-653Z-vca7 scenario=tictactoe model=qwen3.8-27b-q4", "[2026-10-28T19:17:54.654Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-17-54-653Z-vca7", "[2026-10-28T19:17:54.654Z] [trial] trialHome=/tmp/gezel-eval-tictactoe-CK21h5", "[2026-10-28T19:17:54.654Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T19:17:54.654Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T19:17:54.654Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T19:17:54.655Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T19:17:54.655Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-tictactoe-CK21h5", "[2026-10-28T19:17:56.092Z] [trial] daemon spawned pid=148287 port=https://127.0.0.1:34273", "[2026-10-28T19:17:56.189Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T19:17:56.194Z] [trial] meester=ines", "[2026-10-28T19:17:56.283Z] [trial] sent prompt to meester (621 chars)", "[2026-10-28T19:17:56.303Z] [poll] initial digests hard=0c6f3bba711cf392 soft=2b07fef6f84e671d", "[2026-10-28T19:18:27.012Z] [poll] hard-progress: 0c6f3bba711cf392 → 2c8a37d1609a7cd0 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=51,stream=546) sniff=none)", "[2026-10-28T19:18:32.059Z] [poll] hard-progress: 2c8a37d1609a7cd0 → 072003fe3a15e84d after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=1,slot=62,stream=635) sniff=none)", "[2026-10-28T19:19:18.717Z] [poll] terminal: success=true reason=tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))", "[2026-10-28T19:19:19.004Z] [capture] dumped 2 session(s)", "[2026-10-28T19:19:19.006Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-28T19:19:19.037Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T19:19:24.867Z] [trial] daemon shut down", "[2026-10-28T19:19:24.867Z] [trial] PASS duration=90214ms reason=tic-tac-toe-game/workspace/index.html passed sniff (signals: name, grid, click, win-detect, js-parses, js-size-ok) + runtime (2 assertion(s))" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "tictactoe", "scoreAxes": { "visualQuality": 8, "functionalCompleteness": 10, "codeQuality": 9, "polish": 7 }, "meanScore": 8.5, "justification": "Dark theme with smooth hover/transition effects, clear X/O color-coding, and win-line highlight look polished. All brief requirements met: 9 static cells with data-cell attributes, querySelectorAll wiring, turn display, winner detection, draw detection, reset. Code is clean with sensible separation of concerns. Minor: destructuring `[a,c,d]` from a 3-element win combo where variable names `a/c/d` (skipping `b`) is slightly confusing.", "durationMs": 5611 }, "tableReview": { "status": "judged", "rubricId": "default-html-v1" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.01 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-17-54-653Z-vca7/result.json", "sha256": "c708e14334c3b53c020bc10551d30f0d2da81fdaa58021cfe69b92939abbc69e" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/core/tictactoe/tictactoe-qwen3-8-27b-q4-2026-10-28T19-17-54-653Z-vca7/facts.json", 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craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2268460, "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2273724, "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2278956, "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2284225, "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2289501, "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 13, "scoreMax": 28, "signals": [], 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"atMs": 2368109, "filePath": "craftbook-bug-fix-tdd", "bytes": 1788, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2373348, "filePath": "craftbook-bug-fix-tdd", "bytes": 1788, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2378529, "filePath": "craftbook-bug-fix-tdd", "bytes": 1788, "score": 16, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2383684, "filePath": "craftbook-bug-fix-tdd", "bytes": 1788, "score": 16, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2388856, "filePath": "craftbook-bug-fix-tdd", "bytes": 1788, "score": 16, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2394104, "filePath": "craftbook-bug-fix-tdd", "bytes": 1788, "score": 16, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2399413, "filePath": "craftbook-bug-fix-tdd", "bytes": 1788, "score": 19, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2415772, "filePath": "craftbook-bug-fix-tdd", "bytes": 1788, "score": 20, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 2481516, "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 20, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 3130674, "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 22, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 3168725, "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 23, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 3720630, "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 24, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" } ], "latest": { "filePath": "craftbook-bug-fix-tdd", "bytes": 2449, "score": 24, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" } }, "autoAnswer": { "total": 12, "byKind": { "structured": 12, "inline": 0 }, "events": [ { "atMs": 108537, "kind": "structured", "gezel": "yana", "question": "The reproduce step needs to run `npm run test` to record the failing test, but R…", "chose": "Yes — I enabled Run package scripts in Settings, try again" }, { "atMs": 164590, "kind": "structured", "gezel": "yana", "question": "The package-script runner still isn't wired into this session (it was started be…", "chose": "Yes, try running npm run test now" }, { "atMs": 179848, "kind": "structured", "gezel": "yana", "question": "I still have no way to execute `npm run test` myself — the package-script runner…", "chose": "Pasting output in next message" }, { "atMs": 215523, "kind": "structured", "gezel": "yana", "question": "How do you want to proceed with the red run? Option A: you run `npm run test` a…", "chose": "write-in (proceed-now)" }, { "atMs": 505637, "kind": "structured", "gezel": "yana", "question": "The Reproduce step is blocked: the package-script runner isn't wired into this s…", "chose": "Yes — I'm restarting the task now" }, { "atMs": 826282, "kind": "structured", "gezel": "yana", "question": "The Reproduce step still can't be finished: I have no way to execute `npm run te…", "chose": "Resume — run npm run test and paste the output" }, { "atMs": 892339, "kind": "structured", "gezel": "yana", "question": "Task resumed — ready for the red receipt. Run `npm run test` in the project and …", "chose": "Paste output coming" }, { "atMs": 1004324, "kind": "structured", "gezel": "yana", "question": "One item left before the reproduce step can clear: the live `npm run test` red r…", "chose": "Paste the output now" }, { "atMs": 1034857, "kind": "structured", "gezel": "yana", "question": "Paste the full `npm run test` output in your reply so I can record the red recei…", "chose": "Pasting it now" }, { "atMs": 1324863, "kind": "structured", "gezel": "yana", "question": "I still need the actual terminal output to record the red receipt. Please paste …", "chose": "Pasting the full output now" }, { "atMs": 1742001, "kind": "structured", "gezel": "yana", "question": "The task is paused at the Reproduce step. Everything is done except the live `np…", "chose": "I'll paste the output now (next message)" }, { "atMs": 1858946, "kind": "structured", "gezel": "yana", "question": "Please paste the complete output of `npm run test` in your next message — that's…", "chose": "Pasting the full output now" } ] }, "miscEvents": [ "[2026-10-29T12:40:19.445Z] [trial] id=craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T12-40-19-444Z-riim scenario=craftbook-bug-fix-tdd model=qwen3.8-27b-q4", "[2026-10-29T12:40:19.445Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T12-40-19-444Z-riim", "[2026-10-29T12:40:19.445Z] [trial] trialHome=/tmp/gezel-eval-craftbook-bug-fix-tdd-iGStG1", "[2026-10-29T12:40:19.445Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T12:40:19.445Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T12:40:19.446Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T12:40:19.447Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T12:40:19.449Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-bug-fix-tdd-iGStG1", "[2026-10-29T12:40:20.989Z] [trial] daemon spawned pid=1977194 port=https://127.0.0.1:37165", "[2026-10-29T12:40:21.099Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T12:40:21.107Z] [trial] meester=dagny", "[2026-10-29T12:40:21.107Z] [trial] running scenario setup hook", "[2026-10-29T12:40:21.281Z] [trial] scenario setup complete", "[2026-10-29T12:40:21.281Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T12:40:21.299Z] [poll] initial digests hard=66b5510f3fbd148e soft=c2167583b1c9aa0d", "[2026-10-29T12:40:21.478Z] [poll] hard-progress: 66b5510f3fbd148e → 81f557fa63aa950e after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T12:40:26.621Z] [poll] hard-progress: 81f557fa63aa950e → 197cfd74c78dc820 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T12:40:52.611Z] [poll] hard-progress: 197cfd74c78dc820 → 6266b1d03ab4c029 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=30,stream=200) sniff=6/0B)", "[2026-10-29T12:41:23.937Z] [poll] hard-progress: 6266b1d03ab4c029 → 48394297ea9b76a3 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=115,stream=1051) sniff=5/0B)", "[2026-10-29T12:42:05.833Z] [poll] hard-progress: 48394297ea9b76a3 → 57f169ae9f469061 after 42s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=223,stream=2109) sniff=5/0B)", "[2026-10-29T12:43:03.435Z] [poll] hard-progress: 57f169ae9f469061 → bb23071b584c5ad3 after 58s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=4,slot=366,stream=3283) sniff=5/0B)", "[2026-10-29T12:43:19.132Z] [poll] hard-progress: bb23071b584c5ad3 → f7d95550fad57a96 after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=5,slot=402,stream=3620) sniff=5/0B)", "[2026-10-29T12:43:55.940Z] [poll] hard-progress: f7d95550fad57a96 → a67e530fe8ac0f30 after 37s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=6,slot=495,stream=4349) sniff=5/0B)", "[2026-10-29T12:45:56.686Z] [poll] hard-progress: a67e530fe8ac0f30 → 454ee238830f28bf after 121s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=7,slot=818,stream=7350) sniff=10/1608B)", "[2026-10-29T12:46:43.903Z] [poll] hard-progress: 454ee238830f28bf → 8a042a0642000257 after 47s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=8,slot=903,stream=7936) sniff=10/1608B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-bug-fix-tdd", "scoreAxes": { "Repro-first discipline": 7, "Fix minimality": 10, "Honest verification": 6 }, "meanScore": 7.7, "justification": "The notes quote a specific assertion error (80 !== 68) implying a real run, and the test is attributed to the reproduce step rather than the fix step — both positive signals. The `>` → `>=` change is a textbook single-character fix at the true defect site with zero churn. However, the mutant-run evidence required by the brief is rendered as logical reasoning ('if anyone re-introduces…') rather than quoted run output, and the actual red/green terminal receipts are deferred to repro.md/validation.md not shown here.", "durationMs": 26955 }, "tableReview": { "status": "judged", "rubricId": "craftbook-bug-fix-tdd" }, "fixedScore": { "composite": 4.8, "compositeIgnoringProseFlag": 4.8, "band": "framework-gap", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 24/28" }, "efficiency": { "score": 3, "why": "budget=0.43 calls=105 (interpolated)" }, "behavior": { "score": 5, "why": "autoAnswer=12" } } }, "developerToolPhase": { "lastStep": "reproduce", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T12-40-19-444Z-riim/result.json", "sha256": "d9c80cb97bd5e2a1e09cd01f87f2567fd7ed6d093a98159f5500d46e95ea8df9" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T12-40-19-444Z-riim/facts.json", "sha256": "58a8bec295c203fe925132a022dfd8649d42693980481d13b1fed0da1b338862" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T12-40-19-444Z-riim/metrics.json", "sha256": "ca43c7000d3293ee45b66ee7070bf60afe71ff540ee213ab2c893fdf4cf7d04c" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T12-40-19-444Z-riim/llm-judge.json", "sha256": "ed1d209ac5b6ea8dfc20af7b644b30549061b799f99a7e3fedafcd10a2dc43cc" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "craftbook-bug-fix-tdd", "trialId": "craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T13-45-14-342Z-8uub", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T13-45-14-342Z-8uub", "scenarioId": "craftbook-bug-fix-tdd", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T13:45:14.343Z", "finishedAt": "2026-10-29T14:46:23.245Z", "durationMs": 3668902, "success": false, "reason": "craftbook-bug-fix-tdd stale no-write repair loop: tasks/1/validation.md had unchanged content (2097 bytes) for 197s — a re-emission of identical bytes counts as unchanged here after repair feedback and newer chat activity; still failing 25/28: tasks/1/validation.md is missing required content: validation sections in order — nothing in its 2097 bytes matches /^##\\s+Repro re-run[\\s\\S]*^##\\s+Suite[\\s\\S]*^##\\s+Result/. Add that content.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T13-45-14-342Z-8uub", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "failureClass": "model", "failureClassRule": "task-paused-unrecovered", "failureClassEvidence": "[tasks] orderly-pricing/1 paused for help (gate_exhausted) at step \"reproduce\"" }, "metrics": { "process": { "sampleCount": 719, "peakRssMb": 14519, "peakCpuPercent": 274.3, "firstAtMs": 0, "lastAtMs": 3656666 }, "gpu": { "available": true, "sampleCount": 719, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 719, "peakUsedMb": 62171, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 332790, "totalOutputTokens": 56176, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 18, "todayTokensIn": 703301, "todayTokensCached": 609852, "todayTokensOut": 44003, "todayCost": 0, "totalTurns": 18, "totalTokensIn": 703301, "totalTokensCached": 609852, "totalTokensOut": 44003, "totalCost": 0, "medianOutputTokensPerSec": 32.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 32.7, "turns": 18 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 88725, "cachedInputTokens": 84606, "outputTokens": 589, "cost": 0, "durationMs": 94427, "outputTokensPerSec": 31.631715593435196, "at": "2026-10-29T14:43:51.009Z" }, "lastUpdated": "2026-10-29T14:43:51.009Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T14:46:17.377Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3661564, "meanTokensPerSec": 30.99, "genTokensPerSec": 30.99, "genTokens": 56176, "promptTokensPerSec": 693.92, "peakRssMb": 14519, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 703301, "output": 44003 } } } }, "facts": { "trialId": "craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T13-45-14-342Z-8uub", "scenarioId": "craftbook-bug-fix-tdd", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T13-45-14-342Z-8uub", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 719, "peakRssMb": 14519, "peakCpuPercent": 274.3, "firstAtMs": 0, "lastAtMs": 3656666 }, "gpu": { "available": true, "sampleCount": 719, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 719, "peakUsedMb": 62171, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 332790, "totalOutputTokens": 56176, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 18, "todayTokensIn": 703301, "todayTokensCached": 609852, "todayTokensOut": 44003, "todayCost": 0, "totalTurns": 18, "totalTokensIn": 703301, "totalTokensCached": 609852, "totalTokensOut": 44003, "totalCost": 0, "medianOutputTokensPerSec": 32.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 32.7, "turns": 18 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 88725, "cachedInputTokens": 84606, "outputTokens": 589, "cost": 0, "durationMs": 94427, "outputTokensPerSec": 31.631715593435196, "at": "2026-10-29T14:43:51.009Z" }, "lastUpdated": "2026-10-29T14:43:51.009Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T14:46:17.377Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3661564, "meanTokensPerSec": 30.99, "genTokensPerSec": 30.99, "genTokens": 56176, "promptTokensPerSec": 693.92, "peakRssMb": 14519, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 703301, "output": 44003 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-bug-fix-tdd", "scoreAxes": { "Repro-first discipline": 5, "Fix minimality": 9, "Honest verification": 4 }, "meanScore": 6, "justification": "The test is correctly placed in `tests/pricing.test.mjs` and the reproduce step is referenced, but no quoted terminal output shows a real red run — it claims '80 !== 68' rather than pasting actual runner output. The fix is an exemplary single-character `>` → `>=` at the exact defect site with nothing else touched. The 'How to verify' section is purely prescriptive (uses future/imperative tense throughout), presenting the mutant check as instructions rather than completed evidence — validation.md might hold the real evidence but it isn't shown here.", "durationMs": 26815 }, "craftbook": { "craftbookId": "bug-fix-tdd", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 6, "completed": 0, "gateApprovals": 0, "gateRejections": 11, "redrives": 0, "perStep": [ { "ref": "orderly-pricing/1", "stepId": "reproduce", "activatedAt": "2026-10-29T14:02:54.193Z", "completedAt": null, "ms": null, "gateRejections": 11, "toolCalls": 61, "sessionIds": [ "7bcaf770-2033-4ea6-b1fd-064cfc0fe7ee" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T13:45:15.803Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T13:45:15.785Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 1, "byGezel": { "joshua": 1 }, "perTask": { "orderly-pricing/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 36, "maxContextFill": 0.19073104858398438, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.19073104858398438 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 1, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "craftbook-bug-fix-tdd stale no-write repair loop: tasks/1/validation.md had unchanged content (2097 bytes) for 197s — a re-emission of identical bytes counts as unchanged here after repair feedback and newer chat activity; still failing 25/28: tasks/1/validation.md is missing required content: validation sections in order — nothing in its 2097 bytes matches /^##\\s+Repro re-run[\\s\\S]*^##\\s+Suite[\\s\\S]*^##\\s+Result/. Add that content.", "durationMs": 3668902, "timeoutMs": 9000000, "budgetUsedFraction": 0.4076557777777778 }, "timing": { "startedAt": "2026-10-29T13:45:14.343Z", "finishedAt": "2026-10-29T14:46:23.245Z", "timeToFirstArtifactMs": 40926, "timeToLastArtifactWriteMs": 3516666, "timeToFirstTokenMs": 23734, "firstTurnTtftMs": 15584, "timeToFirstToolCallMs": 32650 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 61, "byTool": { "read_file": 7, "replace_in_file": 3, "ask_user_question": 2, "write_artifact": 13, "read_artifact": 8, "set_task_status": 10, "advance_task_step": 7, "write_file": 8, "read_task_notes": 3 }, "redFlags": [ { "gezel": "joshua", "tool": "(no write_file this turn)", "argsSummary": "content_chars=11832 h2_count=3 preview=\"The task is paused, and this needs your hand — here's exactly where I'm stuck: ## What's done ✅ - **Failing test writt…\"", "atTurn": 26, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 12 }, "sniff": { "progression": [ { "atMs": 1892, "filePath": "craftbook-bug-fix-tdd", "bytes": 0, "score": 5, "scoreMax": 28, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/pricing.js, tests/pricing.test.mjs, source/bug-report.md" }, { "atMs": 33145, "filePath": "craftbook-bug-fix-tdd", "bytes": 0, "score": 6, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 43602, "filePath": "craftbook-bug-fix-tdd", "bytes": 0, "score": 5, "scoreMax": 28, "signals": [], "failReason": "task sourced 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"bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 714371, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 719627, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 724854, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 730100, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 735375, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 740628, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 745873, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 751124, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 756383, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { 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craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 814180, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 819408, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 824645, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 829884, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 835126, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 840364, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 845632, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 850895, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 856217, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 861477, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 866725, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 871968, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 877191, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 882420, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 887803, "filePath": "craftbook-bug-fix-tdd", 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"craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 919252, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 924517, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 929778, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 934960, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 940194, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 945424, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 950648, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 955900, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 961122, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 13, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not 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"failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 1018989, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 19, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 1051710, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 20, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 1706658, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 22, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 3142429, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 23, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 3252178, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 24, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" }, { "atMs": 3400275, "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 25, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" } ], "latest": { "filePath": "craftbook-bug-fix-tdd", "bytes": 2356, "score": 25, "scoreMax": 28, "signals": [], "failReason": "task sourced from craftbook bug-fix-tdd has not reached a terminal step" } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 398592, "kind": "structured", "gezel": "joshua", "question": "Package scripts are turned off in this project's Gezel settings, so I cannot run…", "chose": "Enabled — retry the step now" } ] }, "miscEvents": [ "[2026-10-29T13:45:14.344Z] [trial] id=craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T13-45-14-342Z-8uub scenario=craftbook-bug-fix-tdd model=qwen3.8-27b-q4", "[2026-10-29T13:45:14.344Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T13-45-14-342Z-8uub", "[2026-10-29T13:45:14.344Z] [trial] trialHome=/tmp/gezel-eval-craftbook-bug-fix-tdd-KINMNm", "[2026-10-29T13:45:14.344Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T13:45:14.344Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T13:45:14.344Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T13:45:14.345Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T13:45:14.346Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-bug-fix-tdd-KINMNm", "[2026-10-29T13:45:15.782Z] [trial] daemon spawned pid=2103059 port=https://127.0.0.1:40781", "[2026-10-29T13:45:15.890Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T13:45:15.895Z] [trial] meester=florian", "[2026-10-29T13:45:15.895Z] [trial] running scenario setup hook", "[2026-10-29T13:45:16.058Z] [trial] scenario setup complete", "[2026-10-29T13:45:16.059Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T13:45:16.073Z] [poll] initial digests hard=c1996df6dc753745 soft=24943eb46fc88a31", "[2026-10-29T13:45:16.258Z] [poll] hard-progress: c1996df6dc753745 → 071ee04e8bcf2ad0 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T13:45:21.450Z] [poll] hard-progress: 071ee04e8bcf2ad0 → 4520e79edef30a8c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T13:45:47.503Z] [poll] hard-progress: 4520e79edef30a8c → 290aa076ca668d80 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=35,stream=198) sniff=6/0B)", "[2026-10-29T13:45:57.971Z] [poll] hard-progress: 290aa076ca668d80 → d48176ebd722fb5c after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=61,stream=544) sniff=5/0B)", "[2026-10-29T13:46:29.439Z] [poll] hard-progress: d48176ebd722fb5c → 27532312c8489c0a after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=144,stream=1291) sniff=5/0B)", "[2026-10-29T13:47:00.856Z] [poll] hard-progress: 27532312c8489c0a → 75b0f3f2f9a92516 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=220,stream=2696) sniff=9/2350B)", "[2026-10-29T13:47:26.886Z] [poll] hard-progress: 75b0f3f2f9a92516 → 569e0bee45b17050 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=251,stream=3073) sniff=9/2350B)", "[2026-10-29T13:47:47.889Z] [poll] hard-progress: 569e0bee45b17050 → 65cb8c26f88be2ab after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=305,stream=4409) sniff=10/2356B)", "[2026-10-29T13:48:24.671Z] [poll] hard-progress: 65cb8c26f88be2ab → 03a3c963b7de7ec1 after 37s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=397,stream=5076) sniff=10/2356B)", "[2026-10-29T13:49:37.925Z] [poll] hard-progress: 03a3c963b7de7ec1 → 689b559ad736f8ba after 73s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=11,slot=552,stream=7143) sniff=10/2347B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-bug-fix-tdd", "scoreAxes": { "Repro-first discipline": 5, "Fix minimality": 9, "Honest verification": 4 }, "meanScore": 6, "justification": "The test is correctly placed in `tests/pricing.test.mjs` and the reproduce step is referenced, but no quoted terminal output shows a real red run — it claims '80 !== 68' rather than pasting actual runner output. The fix is an exemplary single-character `>` → `>=` at the exact defect site with nothing else touched. The 'How to verify' section is purely prescriptive (uses future/imperative tense throughout), presenting the mutant check as instructions rather than completed evidence — validation.md might hold the real evidence but it isn't shown here.", "durationMs": 26815 }, "tableReview": { "status": "judged", "rubricId": "craftbook-bug-fix-tdd" }, "fixedScore": { "composite": 4.1, "compositeIgnoringProseFlag": 5.6, "band": "framework-gap", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 25/28" }, "efficiency": { "score": 3, "why": "budget=0.41 calls=61 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable missing=0" } } }, "developerToolPhase": { "lastStep": "reproduce", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": 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Please re…", "chose": "Re-running the task now" }, { "atMs": 357900, "kind": "structured", "gezel": "olga", "question": "The package-script runner is still not in my toolset this turn, so npm run test …", "chose": "Relaunching the task now" }, { "atMs": 775151, "kind": "structured", "gezel": "olga", "question": "I'm blocked on the one thing this step requires: a recorded failing `npm run tes…", "chose": "Enabled and re-run now" }, { "atMs": 871881, "kind": "structured", "gezel": "olga", "question": "The package-script runner (`run_package_script`) is still not wired into this se…", "chose": "write-in (proceed-now)" }, { "atMs": 1217996, "kind": "structured", "gezel": "olga", "question": "One more check: the package-script runner is still not in my toolset this sessio…", "chose": "Fully relaunched the task — retrying" } ] }, "miscEvents": [ "[2026-10-29T14:46:23.693Z] [trial] id=craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T14-46-23-692Z-6z12 scenario=craftbook-bug-fix-tdd model=qwen3.8-27b-q4", "[2026-10-29T14:46:23.693Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T14-46-23-692Z-6z12", "[2026-10-29T14:46:23.693Z] [trial] trialHome=/tmp/gezel-eval-craftbook-bug-fix-tdd-hgUBYP", "[2026-10-29T14:46:23.693Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T14:46:23.693Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T14:46:23.693Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T14:46:23.694Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T14:46:23.694Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-bug-fix-tdd-hgUBYP", "[2026-10-29T14:46:25.132Z] [trial] daemon spawned pid=2224186 port=https://127.0.0.1:35413", "[2026-10-29T14:46:25.235Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T14:46:25.243Z] [trial] meester=torsten", "[2026-10-29T14:46:25.243Z] [trial] running scenario setup hook", "[2026-10-29T14:46:25.501Z] [trial] scenario setup complete", "[2026-10-29T14:46:25.501Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T14:46:25.522Z] [poll] initial digests hard=57dc2d2104cdc8fa soft=6eeeb8803eb3efb5", "[2026-10-29T14:46:25.728Z] [poll] hard-progress: 57dc2d2104cdc8fa → 1910290cf5bf50ca after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T14:46:30.916Z] [poll] hard-progress: 1910290cf5bf50ca → 071ab1c35555589c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T14:47:02.322Z] [poll] hard-progress: 071ab1c35555589c → 3da20dde11dff933 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=45,stream=298) sniff=6/0B)", "[2026-10-29T14:47:39.081Z] [poll] hard-progress: 3da20dde11dff933 → 00307643d7836e9c after 37s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=143,stream=1150) sniff=5/0B)", "[2026-10-29T14:48:05.276Z] [poll] hard-progress: 00307643d7836e9c → 2be98ada6aff110b after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=213,stream=1622) sniff=5/0B)", "[2026-10-29T14:48:52.502Z] [poll] hard-progress: 2be98ada6aff110b → f55dbf69f971d7cc after 47s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=334,stream=3110) sniff=10/1978B)", "[2026-10-29T14:49:24.049Z] [poll] hard-progress: f55dbf69f971d7cc → 9e39a86af19e0266 after 32s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=407,stream=3807) sniff=10/1978B)", "[2026-10-29T14:50:21.571Z] [poll] hard-progress: 9e39a86af19e0266 → a6d12ca966aac67b after 58s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=525,stream=4810) sniff=10/1978B)", "[2026-10-29T14:51:34.846Z] [poll] hard-progress: a6d12ca966aac67b → be5c922e2fa6d9af after 73s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=8,slot=683,stream=6178) sniff=10/1978B)", "[2026-10-29T14:52:22.133Z] [poll] hard-progress: be5c922e2fa6d9af → eb4e4d48297e1ce9 after 47s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=9,slot=799,stream=7214) sniff=10/1978B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-bug-fix-tdd", "scoreAxes": { "Repro-first discipline": 4, "Fix minimality": 9, "Honest verification": 6 }, "meanScore": 6.3, "justification": "The fix is exemplary — a single `>` → `>=` token at the true defect site, no other lines touched. The repro test is written into the real test file. However, the agent explicitly admits 'the package-script runner was not available in the working session, so the receipts above are the expected outputs to be recorded, not observed runs.' No actual red run output is quoted; the mutant check is given as instructions, not a witnessed result. Honesty about the gap earns credit, but it cannot substitute for real red-then-green evidence.", "durationMs": 16972 }, "tableReview": { "status": "judged", "rubricId": "craftbook-bug-fix-tdd" }, "fixedScore": { "composite": 4.8, "compositeIgnoringProseFlag": 4.8, "band": "framework-gap", "axes": { "completion": { "score": 3, "why": "failureMode=chat-stalled; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 27/28" }, "efficiency": { "score": 3, "why": "budget=0.48 calls=74 (interpolated)" }, "behavior": { "score": 5, "why": "autoAnswer=5" } } }, "developerToolPhase": { "lastStep": "reproduce", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-bug-fix-tdd/craftbook-bug-fix-tdd-qwen3-8-27b-q4-2026-10-29T14-46-23-692Z-6z12/result.json", "sha256": "52a14e29df846bd42606d49322a9231a6c9507b26c5146d99aa5ce79cb301367" }, "facts.json": { "path": 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"score": 2, "scoreMax": 4, "signals": [], "failReason": "task sourced from craftbook code-review has not reached a terminal step" }, { "atMs": 179692, "filePath": "craftbook-code-review", "bytes": 3730, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-code-review", "bytes": 3730, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T04:09:56.256Z] [trial] id=craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-09-56-255Z-wzae scenario=craftbook-code-review model=qwen3.8-27b-q4", "[2026-10-29T04:09:56.256Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-09-56-255Z-wzae", "[2026-10-29T04:09:56.256Z] [trial] trialHome=/tmp/gezel-eval-craftbook-code-review-dLNuPb", "[2026-10-29T04:09:56.256Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T04:09:56.256Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T04:09:56.256Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T04:09:56.257Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T04:09:56.258Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-code-review-dLNuPb", "[2026-10-29T04:09:57.787Z] [trial] daemon spawned pid=1048871 port=https://127.0.0.1:34145", "[2026-10-29T04:09:57.887Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T04:09:57.892Z] [trial] meester=jasper", "[2026-10-29T04:09:57.892Z] [trial] running scenario setup hook", "[2026-10-29T04:09:58.058Z] [trial] scenario setup complete", "[2026-10-29T04:09:58.058Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T04:09:58.070Z] [poll] initial digests hard=9aefc3ecb82fce72 soft=573d1f4efda0271c", "[2026-10-29T04:09:58.125Z] [poll] hard-progress: 9aefc3ecb82fce72 → b7ef1f772b5247a0 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T04:10:03.168Z] [poll] hard-progress: b7ef1f772b5247a0 → 9c3fbeff7962b3fc after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T04:10:23.390Z] [poll] hard-progress: 9c3fbeff7962b3fc → 2777ee1ed8b3b9bf after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=21,stream=102) sniff=1/0B)", "[2026-10-29T04:10:33.518Z] [poll] hard-progress: 2777ee1ed8b3b9bf → 5d4e41f2927980bc after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=40,stream=283) sniff=2/0B)", "[2026-10-29T04:11:04.004Z] [poll] hard-progress: 5d4e41f2927980bc → 685c9a19b3cbc681 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=120,stream=1644) sniff=2/0B)", "[2026-10-29T04:11:09.053Z] [poll] hard-progress: 685c9a19b3cbc681 → a5b6151725775a7d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=127,stream=1696) sniff=2/0B)", "[2026-10-29T04:12:55.947Z] [poll] terminal: success=true reason=craftbook-code-review passed 4 deterministic craftbook checks", "[2026-10-29T04:12:56.439Z] [capture] dumped 1 session(s)", "[2026-10-29T04:12:56.441Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-29T04:12:56.482Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 9, "usefulness": 9 }, "meanScore": 9, "justification": "The agent followed all three declared steps (Scope, Report, Done), grounded every finding in specific file:line citations from the diff, produced a severity-ranked findings table, and delivered a consistent Verdict. Three deliberate correct patterns were correctly not flagged. Minor deduction: the Verdict line blends the label and rationale rather than a clean stamp, and finding #3 is partially derivative of 1–2 rather than independently grounded.", "durationMs": 5340 }, "tableReview": { "status": "judged", "rubricId": "craftbook-code-review" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.10 calls=6" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-09-56-255Z-wzae/result.json", "sha256": "5672adcce425b8f19c34a2830a9fb50e9e396e40f79e075225b835d977aa6415" }, "facts.json": { "path": 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"craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-13-00-066Z-1kgm", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-13-00-066Z-1kgm", "scenarioId": "craftbook-code-review", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T04:13:00.066Z", "finishedAt": "2026-10-29T04:18:21.151Z", "durationMs": 321085, "success": true, "reason": "craftbook-code-review passed 4 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-13-00-066Z-1kgm", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 63, "peakRssMb": 8493, "peakCpuPercent": 225.5, "firstAtMs": 0, "lastAtMs": 315138 }, "gpu": { "available": true, "sampleCount": 63, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 63, "peakUsedMb": 56229, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 47884, "totalOutputTokens": 6153, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 34044, "todayTokensCached": 21883, "todayTokensOut": 4698, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 34044, "totalTokensCached": 21883, "totalTokensOut": 4698, "totalCost": 0, "medianOutputTokensPerSec": 31.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.7, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 12080, "cachedInputTokens": 11736, "outputTokens": 61, "cost": 0, "durationMs": 48306, "outputTokensPerSec": 31.716228559829492, "at": "2026-10-29T04:17:55.827Z" }, "lastUpdated": "2026-10-29T04:17:55.827Z" }, "anthropic-cli": { 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"totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 47884, "totalOutputTokens": 6153, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 34044, "todayTokensCached": 21883, "todayTokensOut": 4698, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 34044, "totalTokensCached": 21883, "totalTokensOut": 4698, "totalCost": 0, "medianOutputTokensPerSec": 31.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.7, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 12080, "cachedInputTokens": 11736, "outputTokens": 61, "cost": 0, "durationMs": 48306, "outputTokensPerSec": 31.716228559829492, "at": "2026-10-29T04:17:55.827Z" }, "lastUpdated": "2026-10-29T04:17:55.827Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T04:18:17.375Z" } }, "source": "engine-log" }, "derived": { "durationMs": 315736, "meanTokensPerSec": 28.85, "genTokensPerSec": 28.85, "genTokens": 6153, "promptTokensPerSec": 802.31, "peakRssMb": 8493, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 34044, "output": 4698 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 8, "usefulness": 9 }, "meanScore": 8.5, "justification": "The agent followed the three-step scope/report/done flow, read all seeded inputs, and wrote the report at the correct path. The findings table is well-structured with file:line citations and actionable recommendations. House patterns from review-conventions.md are correctly skipped. Minor gap: the 'Done' step verdict stamp to task notes isn't explicitly confirmed, and the verdict line formatting is slightly informal, but the substantive review work is thorough and accurate.", "durationMs": 5386 }, "craftbook": { "craftbookId": "code-review", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 2, "completed": 3, "gateApprovals": 2, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "code-review-workflow-eval/1", "stepId": "scope", "activatedAt": "2026-10-29T04:13:01.802Z", "completedAt": "2026-10-29T04:14:03.751Z", "ms": 61949, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "fb879956-1ac0-454c-a0a8-31f17c3e0593" ] }, { "ref": "code-review-workflow-eval/1", "stepId": "report", "activatedAt": "2026-10-29T04:14:03.751Z", "completedAt": "2026-10-29T04:17:03.682Z", "ms": 179931, "gateRejections": 0, "toolCalls": 1, "sessionIds": [ "fb879956-1ac0-454c-a0a8-31f17c3e0593" ] }, { "ref": "code-review-workflow-eval/1", "stepId": "done", "activatedAt": "2026-10-29T04:17:03.683Z", "completedAt": "2026-10-29T04:17:55.787Z", "ms": 52104, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "fb879956-1ac0-454c-a0a8-31f17c3e0593" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T04:13:01.567Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T04:13:01.531Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 61949 }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "malee": 2 }, "perTask": { "code-review-workflow-eval/1": 1 }, "reusedAcrossSteps": 1, "continuityReuses": 2, "continuityBreaks": 0, "sessionsPerStep": 0.2, "maxMessages": 6, "maxContextFill": 0.044544219970703125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.044544219970703125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-code-review passed 4 deterministic craftbook checks", "durationMs": 321085, "timeoutMs": 1800000, "budgetUsedFraction": 0.17838055555555554 }, "timing": { "startedAt": "2026-10-29T04:13:00.066Z", "finishedAt": "2026-10-29T04:18:21.151Z", "timeToFirstArtifactMs": 243444, "timeToLastArtifactWriteMs": 243444, "timeToFirstTokenMs": 22726, "firstTurnTtftMs": 14486, "timeToFirstToolCallMs": 24056 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 10, "byTool": { "read_artifact": 3, "read_files": 1, "write_task_note": 2, "advance_task_step": 2, "write_artifact": 1, "read_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 15 }, "sniff": { "progression": [ { "atMs": 1846, "filePath": "craftbook-code-review", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, src/payment.js, docs/review-conventions.md" }, { "atMs": 37268, "filePath": "craftbook-code-review", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: src/payment.js" }, { "atMs": 245886, "filePath": "craftbook-code-review", "bytes": 3619, "score": 3, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: src/payment.js" }, { "atMs": 316853, "filePath": "craftbook-code-review", "bytes": 3619, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-code-review", "bytes": 3619, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T04:13:00.067Z] [trial] id=craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-13-00-066Z-1kgm scenario=craftbook-code-review model=qwen3.8-27b-q4", "[2026-10-29T04:13:00.067Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-13-00-066Z-1kgm", "[2026-10-29T04:13:00.067Z] [trial] trialHome=/tmp/gezel-eval-craftbook-code-review-RgTBtd", "[2026-10-29T04:13:00.067Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T04:13:00.067Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T04:13:00.067Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T04:13:00.068Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T04:13:00.069Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-code-review-RgTBtd", "[2026-10-29T04:13:01.609Z] [trial] daemon spawned pid=1051751 port=https://127.0.0.1:46619", "[2026-10-29T04:13:01.705Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T04:13:01.713Z] [trial] meester=imara", "[2026-10-29T04:13:01.713Z] [trial] running scenario setup hook", "[2026-10-29T04:13:01.865Z] [trial] scenario setup complete", "[2026-10-29T04:13:01.866Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T04:13:01.893Z] [poll] initial digests hard=4143e476c4449101 soft=64853f0c1ffe115c", "[2026-10-29T04:13:01.938Z] [poll] hard-progress: 4143e476c4449101 → c79beb6337e96414 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T04:13:06.999Z] [poll] hard-progress: c79beb6337e96414 → ed8141e0bcb4ce0b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T04:13:27.243Z] [poll] hard-progress: ed8141e0bcb4ce0b → df1cf5bfb15deebc after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=21,stream=101) sniff=1/0B)", "[2026-10-29T04:13:37.381Z] [poll] hard-progress: df1cf5bfb15deebc → 60f2b1d21e370294 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=40,stream=267) sniff=1/0B)", "[2026-10-29T04:14:02.749Z] [poll] hard-progress: 60f2b1d21e370294 → 5b1ea61fc5d53f13 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=107,stream=1379) sniff=1/0B)", "[2026-10-29T04:14:07.788Z] [poll] hard-progress: 5b1ea61fc5d53f13 → 7c2ff8f9e368b748 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=110,stream=1406) sniff=1/0B)", "[2026-10-29T04:17:05.978Z] [poll] hard-progress: 7c2ff8f9e368b748 → a9e553ee07d16f89 after 178s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=6,slot=548,stream=6821) sniff=3/3619B)", "[2026-10-29T04:17:26.318Z] [poll] hard-progress: a9e553ee07d16f89 → f23e5da64b341ef3 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=7,slot=571,stream=6963) sniff=3/3619B)", "[2026-10-29T04:17:41.506Z] [poll] hard-progress: f23e5da64b341ef3 → f9b5ab0d5342d641 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=8,slot=599,stream=7470) sniff=3/3619B)", "[2026-10-29T04:17:56.681Z] [poll] hard-progress: f9b5ab0d5342d641 → 0f15483c1adb35b5 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=9,slot=605,stream=7513) sniff=3/3619B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 8, "usefulness": 9 }, "meanScore": 8.5, "justification": "The agent followed the three-step scope/report/done flow, read all seeded inputs, and wrote the report at the correct path. The findings table is well-structured with file:line citations and actionable recommendations. House patterns from review-conventions.md are correctly skipped. Minor gap: the 'Done' step verdict stamp to task notes isn't explicitly confirmed, and the verdict line formatting is slightly informal, but the substantive review work is thorough and accurate.", "durationMs": 5386 }, "tableReview": { "status": "judged", "rubricId": "craftbook-code-review" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.18 calls=10" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-13-00-066Z-1kgm/result.json", "sha256": "9f771c6361276efb8c1eb4121fbc42e58bbcf0cac3329f82243bc10cfd607744" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-13-00-066Z-1kgm/facts.json", "sha256": "2f337afdf72f8c6019eed631b0d07a5b3ffdee03a53d9db928af5dcdca09db54" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-13-00-066Z-1kgm/metrics.json", "sha256": "76d961350c24a369cd14fdb96ce7850a986b23aa18c5d4d3c1916aee2c33b8ce" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-13-00-066Z-1kgm/llm-judge.json", "sha256": "aaa970733b747e8885bc7e33f4d2781d26e546314eff92e3b9eaf5ec44515f20" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "craftbook-code-review", "trialId": "craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u", "scenarioId": "craftbook-code-review", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T04:18:21.983Z", "finishedAt": "2026-10-29T04:22:00.895Z", "durationMs": 218912, "success": true, "reason": "craftbook-code-review passed 4 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 43, "peakRssMb": 8772, "peakCpuPercent": 269.7, "firstAtMs": 0, "lastAtMs": 213198 }, "gpu": { "available": true, "sampleCount": 43, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 43, "peakUsedMb": 56790, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 47769, "totalOutputTokens": 3273, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 33931, "todayTokensCached": 21705, "todayTokensOut": 1843, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 33931, "totalTokensCached": 21705, "totalTokensOut": 1843, "totalCost": 0, "medianOutputTokensPerSec": 31.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.5, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 11979, "cachedInputTokens": 11561, "outputTokens": 61, "cost": 0, "durationMs": 50240, "outputTokensPerSec": 31.521975545251372, "at": "2026-10-29T04:21:34.644Z" }, "lastUpdated": "2026-10-29T04:21:34.644Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T04:21:57.326Z" } }, "source": "engine-log" }, "derived": { "durationMs": 213774, "meanTokensPerSec": 28.08, "genTokensPerSec": 28.08, "genTokens": 3273, "promptTokensPerSec": 806.18, "peakRssMb": 8772, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 33931, "output": 1843 } } } }, "facts": { "trialId": "craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u", "scenarioId": "craftbook-code-review", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 43, "peakRssMb": 8772, "peakCpuPercent": 269.7, "firstAtMs": 0, "lastAtMs": 213198 }, "gpu": { "available": true, "sampleCount": 43, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 43, "peakUsedMb": 56790, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 47769, "totalOutputTokens": 3273, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 33931, "todayTokensCached": 21705, "todayTokensOut": 1843, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 33931, "totalTokensCached": 21705, "totalTokensOut": 1843, "totalCost": 0, "medianOutputTokensPerSec": 31.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.5, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 11979, "cachedInputTokens": 11561, "outputTokens": 61, "cost": 0, "durationMs": 50240, "outputTokensPerSec": 31.521975545251372, "at": "2026-10-29T04:21:34.644Z" }, "lastUpdated": "2026-10-29T04:21:34.644Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T04:21:57.326Z" } }, "source": "engine-log" }, "derived": { "durationMs": 213774, "meanTokensPerSec": 28.08, "genTokensPerSec": 28.08, "genTokens": 3273, "promptTokensPerSec": 806.18, "peakRssMb": 8772, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 33931, "output": 1843 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 8, "usefulness": 9 }, "meanScore": 8.5, "justification": "The report follows the three-step scope→report→done sequence with a proper Summary, severity-ranked Findings table with file:line citations, and a clear Verdict. Findings are grounded in actual diff evidence (parameterized→concatenated SQL, specific line numbers, exact code snippets). Minor gap: no explicit scope step output or task-notes stamp for the Done gate, slightly reducing fidelity. Content quality is high—critical injection issues correctly identified, recommendations actionable.", "durationMs": 5332 }, "craftbook": { "craftbookId": "code-review", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 2, "completed": 3, "gateApprovals": 2, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "code-review-workflow-eval/1", "stepId": "scope", "activatedAt": "2026-10-29T04:18:23.765Z", "completedAt": "2026-10-29T04:19:23.262Z", "ms": 59497, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "5e60a724-813b-4abe-8b7f-6f9d0fbc8a52" ] }, { "ref": "code-review-workflow-eval/1", "stepId": "report", "activatedAt": "2026-10-29T04:19:23.262Z", "completedAt": "2026-10-29T04:20:43.219Z", "ms": 79957, "gateRejections": 0, "toolCalls": 1, "sessionIds": [ "5e60a724-813b-4abe-8b7f-6f9d0fbc8a52" ] }, { "ref": "code-review-workflow-eval/1", "stepId": "done", "activatedAt": "2026-10-29T04:20:43.220Z", "completedAt": "2026-10-29T04:21:34.603Z", "ms": 51383, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "5e60a724-813b-4abe-8b7f-6f9d0fbc8a52" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T04:18:23.452Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T04:18:23.436Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 59497 }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "gang": 2 }, "perTask": { "code-review-workflow-eval/1": 1 }, "reusedAcrossSteps": 1, "continuityReuses": 2, "continuityBreaks": 0, "sessionsPerStep": 0.2, "maxMessages": 6, "maxContextFill": 0.04454803466796875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.04454803466796875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-code-review passed 4 deterministic craftbook checks", "durationMs": 218912, "timeoutMs": 1800000, "budgetUsedFraction": 0.12161777777777778 }, "timing": { "startedAt": "2026-10-29T04:18:21.983Z", "finishedAt": "2026-10-29T04:22:00.895Z", "timeToFirstArtifactMs": 141056, "timeToLastArtifactWriteMs": 141056, "timeToFirstTokenMs": 22062, "firstTurnTtftMs": 13859, "timeToFirstToolCallMs": 23380 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 10, "byTool": { "read_artifact": 3, "read_files": 1, "write_task_note": 2, "advance_task_step": 2, "write_artifact": 1, "read_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 15 }, "sniff": { "progression": [ { "atMs": 1898, "filePath": "craftbook-code-review", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, src/payment.js, docs/review-conventions.md" }, { "atMs": 37427, "filePath": "craftbook-code-review", "bytes": 0, "score": 1, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: src/payment.js" }, { "atMs": 144105, "filePath": "craftbook-code-review", "bytes": 2939, "score": 3, "scoreMax": 4, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: src/payment.js" }, { "atMs": 214951, "filePath": "craftbook-code-review", "bytes": 2939, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-code-review", "bytes": 2939, "score": 4, "scoreMax": 4, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T04:18:21.983Z] [trial] id=craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u scenario=craftbook-code-review model=qwen3.8-27b-q4", "[2026-10-29T04:18:21.983Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u", "[2026-10-29T04:18:21.983Z] [trial] trialHome=/tmp/gezel-eval-craftbook-code-review-oazRNu", "[2026-10-29T04:18:21.983Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T04:18:21.983Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T04:18:21.983Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T04:18:21.984Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T04:18:21.984Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-code-review-oazRNu", "[2026-10-29T04:18:23.522Z] [trial] daemon spawned pid=1056510 port=https://127.0.0.1:45193", "[2026-10-29T04:18:23.620Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T04:18:23.626Z] [trial] meester=aldric", "[2026-10-29T04:18:23.626Z] [trial] running scenario setup hook", "[2026-10-29T04:18:23.843Z] [trial] scenario setup complete", "[2026-10-29T04:18:23.844Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T04:18:23.865Z] [poll] initial digests hard=9c1ea1c137bb96c1 soft=4237ab63b3af5bb8", "[2026-10-29T04:18:23.915Z] [poll] hard-progress: 9c1ea1c137bb96c1 → aa9276d0487e0ecb after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T04:18:28.990Z] [poll] hard-progress: aa9276d0487e0ecb → 80f6d7db81e74c04 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T04:18:49.294Z] [poll] hard-progress: 80f6d7db81e74c04 → 821b95be28410a10 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=20,stream=101) sniff=1/0B)", "[2026-10-29T04:18:59.453Z] [poll] hard-progress: 821b95be28410a10 → 6581c49bb058f2f5 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=42,stream=300) sniff=1/0B)", "[2026-10-29T04:19:24.855Z] [poll] hard-progress: 6581c49bb058f2f5 → 7f728a99ebeecccc after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=105,stream=1384) sniff=1/0B)", "[2026-10-29T04:20:46.121Z] [poll] hard-progress: 7f728a99ebeecccc → c2aff9388a49faed after 81s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=6,slot=287,stream=3768) sniff=3/2939B)", "[2026-10-29T04:21:01.280Z] [poll] hard-progress: c2aff9388a49faed → 5ad5ad90bb24c8c3 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=7,slot=302,stream=3831) sniff=3/2939B)", "[2026-10-29T04:21:36.717Z] [poll] hard-progress: 5ad5ad90bb24c8c3 → d4d000986c8dee73 after 35s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=9,slot=348,stream=4544) sniff=3/2939B)", "[2026-10-29T04:21:56.934Z] [poll] terminal: success=true reason=craftbook-code-review passed 4 deterministic craftbook checks", "[2026-10-29T04:21:57.344Z] [capture] dumped 2 session(s)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-code-review", "scoreAxes": { "workflow fidelity": 8, "usefulness": 9 }, "meanScore": 8.5, "justification": "The report follows the three-step scope→report→done sequence with a proper Summary, severity-ranked Findings table with file:line citations, and a clear Verdict. Findings are grounded in actual diff evidence (parameterized→concatenated SQL, specific line numbers, exact code snippets). Minor gap: no explicit scope step output or task-notes stamp for the Done gate, slightly reducing fidelity. Content quality is high—critical injection issues correctly identified, recommendations actionable.", "durationMs": 5332 }, "tableReview": { "status": "judged", "rubricId": "craftbook-code-review" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 4/4 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.12 calls=10" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u/result.json", "sha256": "86a3122b025d062f92d8a9173f4903d1677221c219f0cd2ce6844ae82231835e" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u/facts.json", "sha256": "6423b76beb41a02d4d125caa60bd08f4a99261ba8d09eb42f8209120f05bbe97" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u/metrics.json", "sha256": "c6e0e7714b6e57c91e50fd10c5b4f591a38b984e477d497343cec07479999efd" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-code-review/craftbook-code-review-qwen3-8-27b-q4-2026-10-29T04-18-21-982Z-sf6u/llm-judge.json", "sha256": "e6045c1f5b5c44ea4bd6bf14dbf503845d680027cb0df3b5155d2273a5a1b705" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp", "scenarioId": "craftbook-codemod-sweep", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T06:53:37.074Z", "finishedAt": "2026-10-29T07:54:59.386Z", "durationMs": 3682312, "success": false, "reason": "retry loop (fast-path): sniff \"craftbook-codemod-sweep:30:targetnone:frjr7vze:rp0:rf0:m5\" stuck for 15m — 3 re-writes (9 tool calls) without sniff movement. Artifact produced but never reached success.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-codemod-sweep", "score": 30, "bytes": 2370, "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step", "milestones": 5 }, "failureClass": "model", "failureClassRule": "task-paused-unrecovered", "failureClassEvidence": "[tasks] profile-cards/1 paused for help (gate_exhausted) at step \"verify\"" }, "metrics": { "process": { "sampleCount": 723, "peakRssMb": 12279, "peakCpuPercent": 256.1, "firstAtMs": 0, "lastAtMs": 3673168 }, "gpu": { "available": true, "sampleCount": 723, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 723, "peakUsedMb": 59523, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 253801, "totalOutputTokens": 62478, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 12, "todayTokensIn": 218988, "todayTokensCached": 141349, "todayTokensOut": 20835, "todayCost": 0, "totalTurns": 12, "totalTokensIn": 218988, "totalTokensCached": 141349, "totalTokensOut": 20835, "totalCost": 0, "medianOutputTokensPerSec": 23.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 23.9, "turns": 12 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 30091, "cachedInputTokens": 6909, "outputTokens": 2447, "cost": 0, "durationMs": 126555, "outputTokensPerSec": 25.801988242563503, "at": "2026-10-29T07:54:52.811Z" }, "lastUpdated": "2026-10-29T07:54:52.811Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T07:54:54.673Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3676035, "meanTokensPerSec": 23.47, "genTokensPerSec": 23.47, "genTokens": 62478, "promptTokensPerSec": 769.63, "peakRssMb": 12279, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 218988, "output": 20835 } } } }, "facts": { "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp", "scenarioId": "craftbook-codemod-sweep", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 723, "peakRssMb": 12279, "peakCpuPercent": 256.1, "firstAtMs": 0, "lastAtMs": 3673168 }, "gpu": { "available": true, "sampleCount": 723, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 723, "peakUsedMb": 59523, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 253801, "totalOutputTokens": 62478, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 12, "todayTokensIn": 218988, "todayTokensCached": 141349, "todayTokensOut": 20835, "todayCost": 0, "totalTurns": 12, "totalTokensIn": 218988, "totalTokensCached": 141349, "totalTokensOut": 20835, "totalCost": 0, "medianOutputTokensPerSec": 23.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 23.9, "turns": 12 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 30091, "cachedInputTokens": 6909, "outputTokens": 2447, "cost": 0, "durationMs": 126555, "outputTokensPerSec": 25.801988242563503, "at": "2026-10-29T07:54:52.811Z" }, "lastUpdated": "2026-10-29T07:54:52.811Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T07:54:54.673Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3676035, "meanTokensPerSec": 23.47, "genTokensPerSec": 23.47, "genTokens": 62478, "promptTokensPerSec": 769.63, "peakRssMb": 12279, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 218988, "output": 20835 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 8, "Invariant discipline": 9, "Reconciled verification": 6 }, "meanScore": 7.7, "justification": "All 7 sites enumerated including re-export and log string; CHANGELOG excluded with explicit reason; 11-line total (7+4) accounts for every original hit. Invariant checks are line-by-line and specific. Residual scan table is precise with 4 excluded lines; counts add up exactly (7+4=11). Suite is honestly reported as not run rather than fabricated — integrity preserved, but the brief's green-suite requirement is explicitly unmet, so the axis cannot be satisfied fully.", "durationMs": 29306 }, "craftbook": { "craftbookId": "codemod-sweep", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 5, "completed": 2, "gateApprovals": 2, "gateRejections": 4, "redrives": 0, "perStep": [ { "ref": "profile-cards/1", "stepId": "enumerate", "activatedAt": "2026-10-29T06:53:38.849Z", "completedAt": "2026-10-29T06:57:01.209Z", "ms": 202360, "gateRejections": 0, "toolCalls": 9, "sessionIds": [ "146e50ef-3067-4e8f-9ccc-95099c20380e" ] }, { "ref": "profile-cards/1", "stepId": "apply", "activatedAt": "2026-10-29T06:57:01.210Z", "completedAt": "2026-10-29T06:59:16.551Z", "ms": 135341, "gateRejections": 0, "toolCalls": 15, "sessionIds": [ "bfc5e88c-70ef-4b26-b31b-1f2b1c624d5d" ] }, { "ref": "profile-cards/1", "stepId": "verify", "activatedAt": "2026-10-29T07:09:43.862Z", "completedAt": null, "ms": null, "gateRejections": 4, "toolCalls": 46, "sessionIds": [ "bfc5e88c-70ef-4b26-b31b-1f2b1c624d5d" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T06:53:38.571Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T06:53:38.554Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 168850.5 }, "sessions": { "total": 2, "taskScoped": 2, "byGezel": { "adel": 1, "julien": 1 }, "perTask": { "profile-cards/1": 2 }, "reusedAcrossSteps": 1, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.4, "maxMessages": 31, "maxContextFill": 0.1083831787109375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.1083831787109375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-codemod-sweep:30:targetnone:frjr7vze:rp0:rf0:m5\" stuck for 15m — 3 re-writes (9 tool calls) without sniff movement. Artifact produced but never reached success.", "durationMs": 3682312, "timeoutMs": 5400000, "budgetUsedFraction": 0.6819096296296296 }, "timing": { "startedAt": "2026-10-29T06:53:37.074Z", "finishedAt": "2026-10-29T07:54:59.386Z", "timeToFirstArtifactMs": 204053, "timeToLastArtifactWriteMs": 3675737, "timeToFirstTokenMs": 23616, "firstTurnTtftMs": 15431, "timeToFirstToolCallMs": 25428 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Codebase Analyst", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 70, "byTool": { "list_dir": 4, "read_file": 2, "grep_files": 4, "read_files": 4, "write_artifact": 17, "read_artifact": 14, "replace_in_file": 4, "validate": 4, "ask_user_question": 5, "read_task_notes": 2, "set_task_status": 6, "advance_task_step": 4 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 14 }, "sniff": { "progression": [ { "atMs": 2045, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 38725, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md" }, { "atMs": 107153, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: CHANGELOG.md" }, { "atMs": 207241, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 14, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: CHANGELOG.md" }, { "atMs": 270187, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 19, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: CHANGELOG.md" }, { "atMs": 340290, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 23, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: CHANGELOG.md" }, { "atMs": 463736, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 24, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 603257, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 818212, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 968614, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 1070502, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 1221518, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 1624152, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 1801040, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 2425098, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 2774704, "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } ], "latest": { "filePath": "craftbook-codemod-sweep", "bytes": 2370, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } }, "autoAnswer": { "total": 4, "byKind": { "structured": 4, "inline": 0 }, "events": [ { "atMs": 672934, "kind": "structured", "gezel": "julien", "question": "The verify step is blocked: it needs the full suite observed green via `npm run …", "chose": "I'll turn on Run package scripts in Gezel's Settings and retry" }, { "atMs": 1568338, "kind": "structured", "gezel": "julien", "question": "The verify step is blocked on one thing: the gate requires an observed green `np…", "chose": "Yes — settings confirmed on, resume the task" }, { "atMs": 2662634, "kind": "structured", "gezel": "julien", "question": "The verify step's gate requires an observed green `npm run test`, but the packag…", "chose": "Confirm Run package scripts is on in Settings, then re-dispatch the verify step in a fresh session" }, { "atMs": 3049240, "kind": "structured", "gezel": "julien", "question": "Package scripts are now enabled, but this session still has no package-script ru…", "chose": "Yes — pause it; I'll resume via the fresh dispatch" } ] }, "miscEvents": [ "[2026-10-29T06:53:37.075Z] [trial] id=craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp scenario=craftbook-codemod-sweep model=qwen3.8-27b-q4", "[2026-10-29T06:53:37.075Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp", "[2026-10-29T06:53:37.075Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T06:53:37.075Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T06:53:37.075Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T06:53:37.075Z] [trial] trialHome=/tmp/gezel-eval-craftbook-codemod-sweep-DnRfH0", "[2026-10-29T06:53:37.076Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T06:53:37.077Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-codemod-sweep-DnRfH0", "[2026-10-29T06:53:38.609Z] [trial] daemon spawned pid=1330684 port=https://127.0.0.1:45565", "[2026-10-29T06:53:38.707Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T06:53:38.713Z] [trial] meester=rosalind", "[2026-10-29T06:53:38.713Z] [trial] running scenario setup hook", "[2026-10-29T06:53:38.912Z] [trial] scenario setup complete", "[2026-10-29T06:53:38.913Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T06:53:38.928Z] [poll] initial digests hard=699f2e4872bde592 soft=b7d2e016fe9cf9f7", "[2026-10-29T06:53:39.129Z] [poll] hard-progress: 699f2e4872bde592 → 20b4a0ef757d21c5 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-29T06:53:44.352Z] [poll] hard-progress: 20b4a0ef757d21c5 → 1067e81c62df3bfe after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-29T06:54:05.284Z] [poll] hard-progress: 1067e81c62df3bfe → a6e4996160f3a6a5 after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=22,stream=86) sniff=9/0B)", "[2026-10-29T06:54:15.825Z] [poll] hard-progress: a6e4996160f3a6a5 → 8a8fbb68670571e0 after 11s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=48,stream=273) sniff=9/0B)", "[2026-10-29T06:54:47.456Z] [poll] hard-progress: 8a8fbb68670571e0 → 16984ec0003a479d after 32s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=134,stream=986) sniff=9/0B)", "[2026-10-29T06:55:24.255Z] [poll] hard-progress: 16984ec0003a479d → 4e2dbaad4790a5a9 after 37s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=223,stream=1820) sniff=9/0B)", "[2026-10-29T06:56:17.056Z] [poll] hard-progress: 4e2dbaad4790a5a9 → 97562d2ba50ae24d after 53s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=328,stream=3557) sniff=9/0B)", "[2026-10-29T06:57:04.344Z] [poll] hard-progress: 97562d2ba50ae24d → 2c7bdef5966fb879 after 47s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=9,slot=446,stream=5325) sniff=14/2370B)", "[2026-10-29T06:57:19.977Z] [poll] hard-progress: 2c7bdef5966fb879 → 1a3f791cf378a587 after 16s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=11,slot=461,stream=5384) sniff=14/2370B)", "[2026-10-29T06:57:56.630Z] [poll] hard-progress: 1a3f791cf378a587 → 2a0faa642a7470cb after 37s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=12,slot=515,stream=5823) sniff=14/2370B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 8, "Invariant discipline": 9, "Reconciled verification": 6 }, "meanScore": 7.7, "justification": "All 7 sites enumerated including re-export and log string; CHANGELOG excluded with explicit reason; 11-line total (7+4) accounts for every original hit. Invariant checks are line-by-line and specific. Residual scan table is precise with 4 excluded lines; counts add up exactly (7+4=11). Suite is honestly reported as not run rather than fabricated — integrity preserved, but the brief's green-suite requirement is explicitly unmet, so the axis cannot be satisfied fully.", "durationMs": 29306 }, "tableReview": { "status": "judged", "rubricId": "craftbook-codemod-sweep" }, "fixedScore": { "composite": 5.2, "compositeIgnoringProseFlag": 5.2, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 30/32" }, "efficiency": { "score": 5, "why": "budget=0.68 calls=70" }, "behavior": { "score": 5, "why": "autoAnswer=4" } } }, "developerToolPhase": { "lastStep": "verify", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp/result.json", "sha256": "7c39cb0d1aedc7709b1774c371dd1b28a20b354300b98bfca27fc8d03075ade6" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp/facts.json", "sha256": "fa083886ed5d2e63921591fd8816b891777fdb80238782d3d5132672f34d5a24" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp/metrics.json", "sha256": "239e3ee4c730cc35a384831ca87481da49c63511f41e59bd0b169cccade5a508" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T06-53-37-073Z-1flp/llm-judge.json", "sha256": "476eb69ead70bc91ff1e52106058a7a859f558e89bf2e6ff0846c1965841ef97" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p", "scenarioId": "craftbook-codemod-sweep", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T07:55:00.152Z", "finishedAt": "2026-10-29T09:03:20.912Z", "durationMs": 4100760, "success": false, "reason": "retry loop (fast-path): sniff \"craftbook-codemod-sweep:30:targetnone:frjr7vze:rp0:rf0:m5\" stuck for 8m — 3 re-writes (10 tool calls) without sniff movement. Artifact produced but never reached success.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-codemod-sweep", "score": 30, "bytes": 2666, "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step", "milestones": 5 }, "failureClass": "model", "failureClassRule": "task-paused-unrecovered", "failureClassEvidence": "[tasks] profile-cards/1 paused for help (gate_exhausted) at step \"verify\"" }, "metrics": { "process": { "sampleCount": 805, "peakRssMb": 12924, "peakCpuPercent": 266.5, "firstAtMs": 0, "lastAtMs": 4091451 }, "gpu": { "available": true, "sampleCount": 805, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 805, "peakUsedMb": 60230, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 258678, "totalOutputTokens": 64112, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 129773, "todayTokensCached": 112539, "todayTokensOut": 9933, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 129773, "totalTokensCached": 112539, "totalTokensOut": 9933, "totalCost": 0, "medianOutputTokensPerSec": 24, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 35590, "cachedInputTokens": 34553, "outputTokens": 1110, "cost": 0, "durationMs": 500709, "outputTokensPerSec": 19.80627710749772, "at": "2026-10-29T08:56:31.920Z" }, "lastUpdated": "2026-10-29T08:56:31.920Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T09:03:14.392Z" } }, "source": "engine-log" }, "derived": { "durationMs": 4092571, "meanTokensPerSec": 22.71, "genTokensPerSec": 22.71, "genTokens": 64112, "promptTokensPerSec": 765.74, "peakRssMb": 12924, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 129773, "output": 9933 } } } }, "facts": { "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p", "scenarioId": "craftbook-codemod-sweep", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p", "host": { "hostname": "", 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8, "todayTokensIn": 129773, "todayTokensCached": 112539, "todayTokensOut": 9933, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 129773, "totalTokensCached": 112539, "totalTokensOut": 9933, "totalCost": 0, "medianOutputTokensPerSec": 24, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 35590, "cachedInputTokens": 34553, "outputTokens": 1110, "cost": 0, "durationMs": 500709, "outputTokensPerSec": 19.80627710749772, "at": "2026-10-29T08:56:31.920Z" }, "lastUpdated": "2026-10-29T08:56:31.920Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T09:03:14.392Z" } }, "source": "engine-log" }, "derived": { "durationMs": 4092571, "meanTokensPerSec": 22.71, "genTokensPerSec": 22.71, "genTokens": 64112, "promptTokensPerSec": 765.74, "peakRssMb": 12924, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 129773, "output": 9933 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 9, "Invariant discipline": 8, "Reconciled verification": 5 }, "meanScore": 7.3, "justification": "All 7 rename sites are correctly identified (definition, re-export, 2 imports, call site, log string, test call), changelog exclusions are stated with explicit rationale, and the 4 exclusion lines are enumerated. Invariant claims are specific: log structure preservation is noted, untouched files named. Count math reconciles exactly (11=7+4). The deficit is the suite: it is explicitly PENDING with no green proof, which the brief requires — honest acknowledgment of absence scores better than fabrication, but the axis criterion is unmet.", "durationMs": 20991 }, "craftbook": { "craftbookId": "codemod-sweep", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 6, "completed": 2, "gateApprovals": 2, "gateRejections": 5, "redrives": 0, "perStep": [ { "ref": "profile-cards/1", "stepId": "enumerate", "activatedAt": "2026-10-29T07:55:02.042Z", "completedAt": "2026-10-29T07:57:42.575Z", "ms": 160533, "gateRejections": 0, "toolCalls": 12, "sessionIds": [ "4438ee3a-6f8e-4a00-bbfc-ec4838cedcb5" ] }, { "ref": "profile-cards/1", "stepId": "apply", "activatedAt": "2026-10-29T07:57:42.575Z", "completedAt": "2026-10-29T08:00:04.315Z", "ms": 141740, "gateRejections": 0, "toolCalls": 8, "sessionIds": [ "29e90960-a240-413c-b9fd-b11baf84f1bf" ] }, { "ref": "profile-cards/1", "stepId": "verify", "activatedAt": "2026-10-29T08:46:44.226Z", "completedAt": null, "ms": null, "gateRejections": 5, "toolCalls": 68, "sessionIds": [ "29e90960-a240-413c-b9fd-b11baf84f1bf" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T07:55:01.711Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T07:55:01.694Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 151136.5 }, "sessions": { "total": 2, "taskScoped": 2, "byGezel": { "asahi": 1, "claire": 1 }, "perTask": { "profile-cards/1": 2 }, "reusedAcrossSteps": 1, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.4, "maxMessages": 25, "maxContextFill": 0.11826705932617188, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.11826705932617188 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-codemod-sweep:30:targetnone:frjr7vze:rp0:rf0:m5\" stuck for 8m — 3 re-writes (10 tool calls) without sniff movement. Artifact produced but never reached success.", "durationMs": 4100760, "timeoutMs": 5400000, "budgetUsedFraction": 0.7594 }, "timing": { "startedAt": "2026-10-29T07:55:00.152Z", "finishedAt": "2026-10-29T09:03:20.912Z", "timeToFirstArtifactMs": 162351, "timeToLastArtifactWriteMs": 3691769, "timeToFirstTokenMs": 24076, "firstTurnTtftMs": 15832, "timeToFirstToolCallMs": 28358 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Codebase Analyst", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 88, "byTool": { "list_dir": 10, "read_file": 10, "grep_files": 1, "write_artifact": 14, "read_artifact": 11, "read_files": 6, "replace_in_file": 4, "ask_user_question": 4, "advance_task_step": 6, "set_task_status": 11, "read_task_notes": 5, "list_artifacts": 2, "stat": 4 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 16 }, "sniff": { "progression": [ { "atMs": 2111, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 33625, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md" }, { "atMs": 49421, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 165232, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 14, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json" }, { "atMs": 186166, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 15, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 212474, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 20, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 309043, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 24, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 507408, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 689435, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 946971, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 1005684, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 1037672, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 1445617, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 2375880, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 3107721, "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } ], "latest": { "filePath": "craftbook-codemod-sweep", "bytes": 2666, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } }, "autoAnswer": { "total": 4, "byKind": { "structured": 4, "inline": 0 }, "events": [ { "atMs": 612650, "kind": "structured", "gezel": "asahi", "question": "The verification step for the rename sweep needs one more thing: proof that `npm…", "chose": "Enabled it — re-run the task" }, { "atMs": 770293, "kind": "structured", "gezel": "asahi", "question": "The package-script runner for `npm run test` still didn't come through with my t…", "chose": "Re-running the task now" }, { "atMs": 1670631, "kind": "structured", "gezel": "asahi", "question": "The verify step still can't observe `npm run test`: the package-script runner is…", "chose": "write-in (proceed-now)" }, { "atMs": 3696318, "kind": "structured", "gezel": "asahi", "question": "The rename sweep is complete and verified in every way except one gate check: a …", "chose": "Keep the task paused — I'll fix the runner wiring and re-run later" } ] }, "miscEvents": [ "[2026-10-29T07:55:00.153Z] [trial] id=craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p scenario=craftbook-codemod-sweep model=qwen3.8-27b-q4", "[2026-10-29T07:55:00.153Z] [trial] trialHome=/tmp/gezel-eval-craftbook-codemod-sweep-6qtrcs", "[2026-10-29T07:55:00.153Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p", "[2026-10-29T07:55:00.153Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T07:55:00.153Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T07:55:00.154Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T07:55:00.154Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T07:55:00.155Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-codemod-sweep-6qtrcs", "[2026-10-29T07:55:01.793Z] [trial] daemon spawned pid=1446915 port=https://127.0.0.1:35329", "[2026-10-29T07:55:01.892Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T07:55:01.899Z] [trial] meester=rafael", "[2026-10-29T07:55:01.899Z] [trial] running scenario setup hook", "[2026-10-29T07:55:02.098Z] [trial] scenario setup complete", "[2026-10-29T07:55:02.098Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T07:55:02.114Z] [poll] initial digests hard=06bd780a01da62b3 soft=29a81a7ffe781fba", "[2026-10-29T07:55:02.281Z] [poll] hard-progress: 06bd780a01da62b3 → bda58abb397727bf after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-29T07:55:07.480Z] [poll] hard-progress: bda58abb397727bf → 2b6b5834dadf271e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-29T07:55:28.544Z] [poll] hard-progress: 2b6b5834dadf271e → 53db1a6ee58ac14f after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=22,stream=102) sniff=9/0B)", "[2026-10-29T07:55:33.816Z] [poll] hard-progress: 53db1a6ee58ac14f → fc5c172ad6a00ab6 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=34,stream=175) sniff=9/0B)", "[2026-10-29T07:55:49.609Z] [poll] hard-progress: fc5c172ad6a00ab6 → a8bb45c7df447c16 after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=72,stream=496) sniff=9/0B)", "[2026-10-29T07:56:47.544Z] [poll] hard-progress: a8bb45c7df447c16 → 548f45035b295151 after 58s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=222,stream=2524) sniff=9/0B)", "[2026-10-29T07:57:45.408Z] [poll] hard-progress: 548f45035b295151 → 932827e643d3a936 after 58s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=332,stream=4281) sniff=14/2666B)", "[2026-10-29T07:57:50.629Z] [poll] hard-progress: 932827e643d3a936 → 0a60f07331ff5876 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=12,slot=333,stream=4281) sniff=14/2666B)", "[2026-10-29T07:58:06.352Z] [poll] hard-progress: 0a60f07331ff5876 → 431c40a76e37ee0d after 16s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=14,slot=350,stream=4437) sniff=15/2666B)", "[2026-10-29T07:58:32.656Z] [poll] hard-progress: 431c40a76e37ee0d → bda7d63663e650f9 after 26s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=18,slot=419,stream=5009) sniff=20/2666B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 9, "Invariant discipline": 8, "Reconciled verification": 5 }, "meanScore": 7.3, "justification": "All 7 rename sites are correctly identified (definition, re-export, 2 imports, call site, log string, test call), changelog exclusions are stated with explicit rationale, and the 4 exclusion lines are enumerated. Invariant claims are specific: log structure preservation is noted, untouched files named. Count math reconciles exactly (11=7+4). The deficit is the suite: it is explicitly PENDING with no green proof, which the brief requires — honest acknowledgment of absence scores better than fabrication, but the axis criterion is unmet.", "durationMs": 20991 }, "tableReview": { "status": "judged", "rubricId": "craftbook-codemod-sweep" }, "fixedScore": { "composite": 5.2, "compositeIgnoringProseFlag": 5.2, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 30/32" }, "efficiency": { "score": 5, "why": "budget=0.76 calls=88" }, "behavior": { "score": 5, "why": "autoAnswer=4" } } }, "developerToolPhase": { "lastStep": "verify", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p/result.json", "sha256": "565fd950c7c0150ae5a18163c943c6353904f7a7ea7d2d42980487bc1bf8afda" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p/facts.json", "sha256": "e5a08498516761257fe0a3bcd6094185ea62a27783eba23d5749cacb67957a68" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p/metrics.json", "sha256": "34bcc6ddd32ca6d3c5a34a70ec1e1f4021d0a54365beeb813c3a29fe50dc1661" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T07-55-00-152Z-6y4p/llm-judge.json", "sha256": "30495113381bba6e009104150dddc47407a142f32befd921378a6f14cf8015ea" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "craftbook-codemod-sweep", "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69", "scenarioId": "craftbook-codemod-sweep", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T09:03:21.771Z", "finishedAt": "2026-10-29T09:53:06.667Z", "durationMs": 2984896, "success": false, "reason": "retry loop (fast-path): sniff \"craftbook-codemod-sweep:30:targetnone:frjr7vze:rp0:rf0:m5\" stuck for 15m — 3 re-writes (16 tool calls) without sniff movement. Artifact produced but never reached success.", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "craftbook-codemod-sweep", "score": 30, "bytes": 3477, "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step", "milestones": 5 }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 585, "peakRssMb": 14698, "peakCpuPercent": 249.4, "firstAtMs": 0, "lastAtMs": 2972253 }, "gpu": { "available": true, "sampleCount": 585, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 585, "peakUsedMb": 61985, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 121958, "totalOutputTokens": 47121, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 86876, "todayTokensCached": 79493, "todayTokensOut": 7773, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 86876, "totalTokensCached": 79493, "totalTokensOut": 7773, "totalCost": 0, "medianOutputTokensPerSec": 25.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 25.9, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 38209, "cachedInputTokens": 33965, "outputTokens": 2474, "cost": 0, "durationMs": 99291, "outputTokensPerSec": 26.82071612591815, "at": "2026-10-29T09:52:56.430Z" }, "lastUpdated": "2026-10-29T09:52:56.430Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T09:52:59.965Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2976616, "meanTokensPerSec": 24.12, "genTokensPerSec": 24.12, "genTokens": 47121, "promptTokensPerSec": 721.79, "peakRssMb": 14698, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 86876, "output": 7773 } } } }, "facts": { "trialId": "craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69", "scenarioId": "craftbook-codemod-sweep", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 585, "peakRssMb": 14698, "peakCpuPercent": 249.4, "firstAtMs": 0, "lastAtMs": 2972253 }, "gpu": { "available": true, "sampleCount": 585, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 585, "peakUsedMb": 61985, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 121958, "totalOutputTokens": 47121, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 86876, "todayTokensCached": 79493, "todayTokensOut": 7773, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 86876, "totalTokensCached": 79493, "totalTokensOut": 7773, "totalCost": 0, "medianOutputTokensPerSec": 25.9, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 25.9, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 38209, "cachedInputTokens": 33965, "outputTokens": 2474, "cost": 0, "durationMs": 99291, "outputTokensPerSec": 26.82071612591815, "at": "2026-10-29T09:52:56.430Z" }, "lastUpdated": "2026-10-29T09:52:56.430Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T09:52:59.965Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2976616, "meanTokensPerSec": 24.12, "genTokensPerSec": 24.12, "genTokens": 47121, "promptTokensPerSec": 721.79, "peakRssMb": 14698, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 86876, "output": 7773 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 8, "Invariant discipline": 9, "Reconciled verification": 6 }, "meanScore": 7.7, "justification": "All 7 in-scope sites found (export, re-export, imports, call sites, log string) with CHANGELOG excluded for a stated reason. Invariants spot-checked file-by-file; excluded files confirmed to still carry old name verbatim. Residual scan quoted, counts reconcile exactly (7+4=11). Suite run honestly declared absent rather than fabricated — but the axis requires a real run, so the green claim is unsubstantiated.", "durationMs": 27187 }, "craftbook": { "craftbookId": "codemod-sweep", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 5, "activationEvents": 4, "completed": 2, "gateApprovals": 2, "gateRejections": 2, "redrives": 0, "perStep": [ { "ref": "profile-cards/1", "stepId": "enumerate", "activatedAt": "2026-10-29T09:03:23.536Z", "completedAt": "2026-10-29T09:06:01.946Z", "ms": 158410, "gateRejections": 0, "toolCalls": 12, "sessionIds": [ "6a7790f5-25eb-4f66-bcf2-23b4665938f6" ] }, { "ref": "profile-cards/1", "stepId": "apply", "activatedAt": "2026-10-29T09:06:01.947Z", "completedAt": "2026-10-29T09:08:29.819Z", "ms": 147872, "gateRejections": 0, "toolCalls": 10, "sessionIds": [ "895fb82f-dbae-4eb0-998d-6caa89134ecb" ] }, { "ref": "profile-cards/1", "stepId": "verify", "activatedAt": "2026-10-29T09:37:34.491Z", "completedAt": null, "ms": null, "gateRejections": 2, "toolCalls": 68, "sessionIds": [ "895fb82f-dbae-4eb0-998d-6caa89134ecb" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T09:03:23.242Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T09:03:23.221Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 153141 }, "sessions": { "total": 2, "taskScoped": 2, "byGezel": { "amanda": 1, "ljiljana": 1 }, "perTask": { "profile-cards/1": 2 }, "reusedAcrossSteps": 1, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.4, "maxMessages": 20, "maxContextFill": 0.13354873657226562, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.13354873657226562 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 3 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-codemod-sweep:30:targetnone:frjr7vze:rp0:rf0:m5\" stuck for 15m — 3 re-writes (16 tool calls) without sniff movement. Artifact produced but never reached success.", "durationMs": 2984896, "timeoutMs": 5400000, "budgetUsedFraction": 0.5527585185185185 }, "timing": { "startedAt": "2026-10-29T09:03:21.771Z", "finishedAt": "2026-10-29T09:53:06.667Z", "timeToFirstArtifactMs": 160091, "timeToLastArtifactWriteMs": 2974660, "timeToFirstTokenMs": 23064, "firstTurnTtftMs": 14987, "timeToFirstToolCallMs": 26225 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Codebase Analyst", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 90, "byTool": { "list_dir": 9, "grep_files": 5, "read_files": 5, "find_files": 1, "write_artifact": 15, "read_artifact": 13, "read_file": 11, "replace_in_file": 4, "read_task_notes": 6, "ask_user_question": 1, "set_task_status": 9, "advance_task_step": 10, "stat": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 15 }, "sniff": { "progression": [ { "atMs": 2014, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/api.js, src/index.js, src/profile.js, tests/profile.test.mjs, CHANGELOG.md, source/rename-brief.md" }, { "atMs": 38607, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 9, "scoreMax": 32, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, CHANGELOG.md" }, { "atMs": 43838, "filePath": "craftbook-codemod-sweep", "bytes": 0, "score": 10, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 164433, "filePath": "craftbook-codemod-sweep", "bytes": 3477, "score": 15, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 211521, "filePath": "craftbook-codemod-sweep", "bytes": 3477, "score": 20, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 308395, "filePath": "craftbook-codemod-sweep", "bytes": 3477, "score": 24, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 663047, "filePath": "craftbook-codemod-sweep", "bytes": 3477, "score": 27, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 953600, "filePath": "craftbook-codemod-sweep", "bytes": 3477, "score": 28, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 1292238, "filePath": "craftbook-codemod-sweep", "bytes": 3477, "score": 29, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 1421381, "filePath": "craftbook-codemod-sweep", "bytes": 3477, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" }, { "atMs": 2056719, "filePath": "craftbook-codemod-sweep", "bytes": 3477, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } ], "latest": { "filePath": "craftbook-codemod-sweep", "bytes": 3477, "score": 30, "scoreMax": 32, "signals": [], "failReason": "task sourced from craftbook codemod-sweep has not reached a terminal step" } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 484898, "kind": "structured", "gezel": "amanda", "question": "The verify step needs to prove the suite green, but package scripts are turned o…", "chose": "Yes, I've enabled Run package scripts — try again" } ] }, "miscEvents": [ "[2026-10-29T09:03:21.772Z] [trial] id=craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69 scenario=craftbook-codemod-sweep model=qwen3.8-27b-q4", "[2026-10-29T09:03:21.772Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69", "[2026-10-29T09:03:21.772Z] [trial] trialHome=/tmp/gezel-eval-craftbook-codemod-sweep-cuewUL", "[2026-10-29T09:03:21.772Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T09:03:21.772Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T09:03:21.772Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T09:03:21.773Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T09:03:21.774Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-codemod-sweep-cuewUL", "[2026-10-29T09:03:23.316Z] [trial] daemon spawned pid=1570984 port=https://127.0.0.1:38321", "[2026-10-29T09:03:23.421Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T09:03:23.428Z] [trial] meester=cassian", "[2026-10-29T09:03:23.428Z] [trial] running scenario setup hook", "[2026-10-29T09:03:23.588Z] [trial] scenario setup complete", "[2026-10-29T09:03:23.589Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T09:03:23.601Z] [poll] initial digests hard=7276be2da73e69e3 soft=6a235f92605f8a9d", "[2026-10-29T09:03:23.815Z] [poll] hard-progress: 7276be2da73e69e3 → 7f31193e0d152983 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-29T09:03:29.015Z] [poll] hard-progress: 7f31193e0d152983 → 787129f8d41186b9 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=9/0B)", "[2026-10-29T09:03:49.941Z] [poll] hard-progress: 787129f8d41186b9 → d890280662a34080 after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=23,stream=100) sniff=9/0B)", "[2026-10-29T09:03:55.184Z] [poll] hard-progress: d890280662a34080 → cf6c63e58a2033fa after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=35,stream=165) sniff=9/0B)", "[2026-10-29T09:04:00.402Z] [poll] hard-progress: cf6c63e58a2033fa → 294e7f55edd6359c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=50,stream=328) sniff=9/0B)", "[2026-10-29T09:04:05.636Z] [poll] hard-progress: 294e7f55edd6359c → f6834abf3072461d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=60,stream=422) sniff=10/0B)", "[2026-10-29T09:04:21.311Z] [poll] hard-progress: f6834abf3072461d → 940c7b7c3b1f944a after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=90,stream=632) sniff=10/0B)", "[2026-10-29T09:05:18.937Z] [poll] hard-progress: 940c7b7c3b1f944a → 7f84fb62e0132545 after 58s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=212,stream=2323) sniff=10/0B)", "[2026-10-29T09:06:06.243Z] [poll] hard-progress: 7f84fb62e0132545 → a940e9481c7ec576 after 47s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=12,slot=327,stream=4348) sniff=15/3477B)", "[2026-10-29T09:06:21.856Z] [poll] hard-progress: a940e9481c7ec576 → d8a08f3ad023c628 after 16s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=14,slot=341,stream=4402) sniff=15/3477B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-codemod-sweep", "scoreAxes": { "Enumeration completeness": 8, "Invariant discipline": 9, "Reconciled verification": 6 }, "meanScore": 7.7, "justification": "All 7 in-scope sites found (export, re-export, imports, call sites, log string) with CHANGELOG excluded for a stated reason. Invariants spot-checked file-by-file; excluded files confirmed to still carry old name verbatim. Residual scan quoted, counts reconcile exactly (7+4=11). Suite run honestly declared absent rather than fabricated — but the axis requires a real run, so the green claim is unsubstantiated.", "durationMs": 27187 }, "tableReview": { "status": "judged", "rubricId": "craftbook-codemod-sweep" }, "fixedScore": { "composite": 6, "compositeIgnoringProseFlag": 6, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 9, "why": "sniff 30/32" }, "efficiency": { "score": 5, "why": "budget=0.55 calls=90" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "developerToolPhase": { "lastStep": "verify", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69/result.json", "sha256": "cf299e1cf4340cf65723622d6f6fe82c39ddd48b231531b64c2fd459a3f67a4d" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69/facts.json", "sha256": "02ca89c85fd9bcbc807725b68bb7efce2db0247c7a05c5d053a0bf3d74fe3603" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69/metrics.json", "sha256": "47e469d3c1884b969e7a8c72ec8a5bc3ccb5096bead6b994590c17e93855bd4e" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-codemod-sweep/craftbook-codemod-sweep-qwen3-8-27b-q4-2026-10-29T09-03-21-770Z-bc69/llm-judge.json", "sha256": "cc6f893fd2a89c478843b2693ba2eea722cc05ac9421bb2dc6fac5a999fb6a79" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "craftbook-deep-security-review", "trialId": "craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-18-26-452Z-wxzx", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-18-26-452Z-wxzx", "scenarioId": "craftbook-deep-security-review", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T05:18:26.452Z", "finishedAt": "2026-10-29T05:23:41.189Z", "durationMs": 314737, "success": true, "reason": "craftbook-deep-security-review passed 11 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-18-26-452Z-wxzx", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 61, "peakRssMb": 8623, "peakCpuPercent": 176.4, "firstAtMs": 1, "lastAtMs": 304807 }, "gpu": { "available": true, "sampleCount": 61, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 61, "peakUsedMb": 55886, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 37974, "totalOutputTokens": 5029, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 75031, "todayTokensCached": 55150, "todayTokensOut": 729, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 75031, "totalTokensCached": 55150, "totalTokensOut": 729, "totalCost": 0, "medianOutputTokensPerSec": 36.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.1, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 20405, "cachedInputTokens": 19580, "outputTokens": 84, "cost": 0, "durationMs": 5885, "outputTokensPerSec": 37.967816100366775, "at": "2026-10-29T05:23:32.359Z" }, "lastUpdated": "2026-10-29T05:23:32.359Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T05:23:37.133Z" } }, "source": "engine-log" }, "derived": { "durationMs": 309113, "meanTokensPerSec": 26.31, "genTokensPerSec": 26.31, "genTokens": 5029, "promptTokensPerSec": 765.43, "peakRssMb": 8623, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 75031, "output": 729 } } } }, "facts": { "trialId": "craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-18-26-452Z-wxzx", "scenarioId": "craftbook-deep-security-review", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-18-26-452Z-wxzx", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 61, "peakRssMb": 8623, "peakCpuPercent": 176.4, "firstAtMs": 1, "lastAtMs": 304807 }, "gpu": { "available": true, "sampleCount": 61, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 61, "peakUsedMb": 55886, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 37974, "totalOutputTokens": 5029, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 75031, "todayTokensCached": 55150, "todayTokensOut": 729, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 75031, "totalTokensCached": 55150, "totalTokensOut": 729, "totalCost": 0, "medianOutputTokensPerSec": 36.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.1, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 20405, "cachedInputTokens": 19580, "outputTokens": 84, "cost": 0, "durationMs": 5885, "outputTokensPerSec": 37.967816100366775, "at": "2026-10-29T05:23:32.359Z" }, "lastUpdated": "2026-10-29T05:23:32.359Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T05:23:37.133Z" } }, "source": "engine-log" }, "derived": { "durationMs": 309113, "meanTokensPerSec": 26.31, "genTokensPerSec": 26.31, "genTokens": 5029, "promptTokensPerSec": 765.43, "peakRssMb": 8623, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 75031, "output": 729 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-deep-security-review", "scoreAxes": { "verification": 9, "systemic analysis": 9, "remediation": 9 }, "meanScore": 9, "justification": "Source-to-sink paths are traced precisely with line numbers and concrete payloads for both injections. Systemic themes correctly identify root causes (ad-hoc auth, string concatenation) with blast radius. Fixes are specific and severity-appropriate. Minor gap: no explicit confirmation the files were actually read vs. assumed; otherwise near-exemplary.", "durationMs": 6109 }, "craftbook": { "craftbookId": "deep-security-review", "tasksObserved": 2, "craftbookTasks": 0, "reachedTerminal": false, "verdict": "artifact-only" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T05:18:27.973Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T05:18:27.919Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "rae": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 8, "maxContextFill": 0.06781387329101562, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.06781387329101562 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-deep-security-review passed 11 deterministic craftbook checks", "durationMs": 314737, "timeoutMs": 2700000, "budgetUsedFraction": 0.11656925925925926 }, "timing": { "startedAt": "2026-10-29T05:18:26.452Z", "finishedAt": "2026-10-29T05:23:41.189Z", "timeToFirstArtifactMs": 102455, "timeToLastArtifactWriteMs": 305898, "timeToFirstTokenMs": 19284, "firstTurnTtftMs": 15827, "timeToFirstToolCallMs": 23715 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 21, "byTool": { "read_file": 7, "list_scripts": 1, "search": 1, "list_dir": 1, "read_document": 1, "make_dir": 1, "write_file": 3, "run_nodejs_script": 1, "validate": 2, "replace_in_file": 3 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 1936, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 0, "scoreMax": 11, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: src/admin.ts, src/profile.ts, src/reports.ts, docs/security.md" }, { "atMs": 27539, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 0, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is 0 bytes, need ≥ 1500" }, { "atMs": 104587, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 3, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is 0 bytes, need ≥ 1500" }, { "atMs": 227793, "filePath": "craftbook-deep-security-review", "bytes": 5190, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 is missing required field \"theme\"" }, { "atMs": 294768, "filePath": "craftbook-deep-security-review", "bytes": 5190, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 1 is missing required field \"theme\"" }, { "atMs": 299951, "filePath": "craftbook-deep-security-review", "bytes": 5190, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 2 is missing required field \"theme\"" }, { "atMs": 310292, "filePath": "craftbook-deep-security-review", "bytes": 5190, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-deep-security-review", "bytes": 5190, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T05:18:26.454Z] [trial] id=craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-18-26-452Z-wxzx scenario=craftbook-deep-security-review model=qwen3.8-27b-q4", "[2026-10-29T05:18:26.454Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-18-26-452Z-wxzx", "[2026-10-29T05:18:26.454Z] [trial] trialHome=/tmp/gezel-eval-craftbook-deep-security-review-ESPLAC", "[2026-10-29T05:18:26.454Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T05:18:26.454Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T05:18:26.454Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T05:18:26.455Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T05:18:26.456Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-deep-security-review-ESPLAC", "[2026-10-29T05:18:27.989Z] [trial] daemon spawned pid=1155264 port=https://127.0.0.1:36763", "[2026-10-29T05:18:28.085Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T05:18:28.092Z] [trial] meester=rosalind", "[2026-10-29T05:18:28.092Z] [trial] running scenario setup hook", "[2026-10-29T05:18:28.270Z] [trial] scenario setup complete", "[2026-10-29T05:18:28.271Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T05:18:28.295Z] [poll] initial digests hard=847c1cd83578c6f2 soft=5cd1e848deb694a1", "[2026-10-29T05:18:28.410Z] [poll] hard-progress: 847c1cd83578c6f2 → 167839158b3ca551 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-29T05:18:54.000Z] [poll] hard-progress: 167839158b3ca551 → 1866886ba102afb3 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=22,stream=100) sniff=0/0B)", "[2026-10-29T05:19:09.406Z] [poll] hard-progress: 1866886ba102afb3 → 0419d6ba335fbffd after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=51,stream=276) sniff=0/0B)", "[2026-10-29T05:19:14.604Z] [poll] hard-progress: 0419d6ba335fbffd → 662f03c9b0043817 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=64,stream=404) sniff=0/0B)", "[2026-10-29T05:19:35.135Z] [poll] hard-progress: 662f03c9b0043817 → 3418bff8254ad01b after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=118,stream=906) sniff=0/0B)", "[2026-10-29T05:20:11.064Z] [poll] hard-progress: 3418bff8254ad01b → 77c726a51b0427b3 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=208,stream=2361) sniff=3/0B)", "[2026-10-29T05:20:57.199Z] [poll] hard-progress: 77c726a51b0427b3 → 842d5280b2f3805d after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=289,stream=3703) sniff=3/0B)", "[2026-10-29T05:21:17.650Z] [poll] hard-progress: 842d5280b2f3805d → 9a4b5f9e098d0b5c after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=306,stream=3807) sniff=3/0B)", "[2026-10-29T05:22:14.283Z] [poll] hard-progress: 9a4b5f9e098d0b5c → 1fcf3868aacb490e after 57s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=448,stream=6368) sniff=10/5190B)", "[2026-10-29T05:22:34.901Z] [poll] hard-progress: 1fcf3868aacb490e → 8969f9379c344546 after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=17,slot=466,stream=6505) sniff=10/5190B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-deep-security-review", "scoreAxes": { "verification": 9, "systemic analysis": 9, "remediation": 9 }, "meanScore": 9, "justification": "Source-to-sink paths are traced precisely with line numbers and concrete payloads for both injections. Systemic themes correctly identify root causes (ad-hoc auth, string concatenation) with blast radius. Fixes are specific and severity-appropriate. Minor gap: no explicit confirmation the files were actually read vs. assumed; otherwise near-exemplary.", "durationMs": 6109 }, "tableReview": { "status": "judged", "rubricId": "craftbook-deep-security-review" }, "fixedScore": { "composite": 9, "compositeIgnoringProseFlag": 9, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 11/11 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.12 calls=21" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-18-26-452Z-wxzx/result.json", "sha256": "a8bdff4daec4c7498afbb319955e37cc4a68d0b25ced27bf8beee91282530124" }, "facts.json": { "path": 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"2026-10-29T05:29:24.600Z" }, "lastUpdated": "2026-10-29T05:29:24.600Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T05:29:28.974Z" } }, "source": "engine-log" }, "derived": { "durationMs": 345318, "meanTokensPerSec": 29.97, "genTokensPerSec": 29.97, "genTokens": 6389, "promptTokensPerSec": 772.45, "peakRssMb": 10272, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 95990, "output": 843 } } } }, "facts": { "trialId": "craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-23-42-080Z-aog4", "scenarioId": "craftbook-deep-security-review", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": 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"peakUsedMb": 57128, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 50549, "totalOutputTokens": 6389, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 95990, "todayTokensCached": 75291, "todayTokensOut": 843, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 95990, "totalTokensCached": 75291, "totalTokensOut": 843, "totalCost": 0, "medianOutputTokensPerSec": 38.5, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 38.5, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 21343, "cachedInputTokens": 20335, "outputTokens": 85, "cost": 0, "durationMs": 6167, "outputTokensPerSec": 38.41766773656822, "at": "2026-10-29T05:29:24.600Z" }, "lastUpdated": "2026-10-29T05:29:24.600Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, 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Safe look-alikes explicitly cleared with documented reasoning. Systemic analysis groups findings into two coherent root causes with blast-radius assessment. Remediation is concrete, severity-ordered, and includes regression test guidance. Minor deduction: no mention of output sanitization for the zip command's echoed stdout in SEC-001 fix.", "durationMs": 5658 }, "craftbook": { "craftbookId": "deep-security-review", "tasksObserved": 2, "craftbookTasks": 0, "reachedTerminal": false, "verdict": "artifact-only" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T05:23:43.576Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T05:23:43.549Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "rae": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 10, "maxContextFill": 0.07019805908203125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.07019805908203125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-deep-security-review passed 11 deterministic craftbook checks", "durationMs": 351526, "timeoutMs": 2700000, "budgetUsedFraction": 0.13019481481481482 }, "timing": { "startedAt": "2026-10-29T05:23:42.081Z", "finishedAt": "2026-10-29T05:29:33.607Z", "timeToFirstArtifactMs": 77882, "timeToLastArtifactWriteMs": 342514, "timeToFirstTokenMs": 18437, "firstTurnTtftMs": 14950, "timeToFirstToolCallMs": 22626 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 20, "byTool": { "read_file": 8, "list_scripts": 1, "list_documents": 1, "write_file": 3, "validate": 2, "run_nodejs_script": 1, "replace_in_file": 4 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 1936, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 0, "scoreMax": 11, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: src/admin.ts, src/profile.ts, src/reports.ts, docs/security.md" }, { "atMs": 27661, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 0, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is 0 bytes, need ≥ 1500" }, { "atMs": 79038, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 3, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is 0 bytes, need ≥ 1500" }, { "atMs": 259118, "filePath": "craftbook-deep-security-review", "bytes": 7194, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is missing required content: real file and line — nothing in its 7194 bytes matches /src/admin\\.ts:[0-9]+/. Add that content." }, { "atMs": 325995, "filePath": "craftbook-deep-security-review", "bytes": 7188, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 is missing required field \"theme\"" }, { "atMs": 331158, "filePath": "craftbook-deep-security-review", "bytes": 7188, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 1 is missing required field \"theme\"" }, { "atMs": 336307, "filePath": "craftbook-deep-security-review", "bytes": 7188, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 2 is missing required field \"theme\"" }, { "atMs": 346633, "filePath": "craftbook-deep-security-review", "bytes": 7188, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-deep-security-review", "bytes": 7188, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, 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"[2026-10-29T05:23:42.083Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-deep-security-review-g5ZgYR", "[2026-10-29T05:23:43.623Z] [trial] daemon spawned pid=1160422 port=https://127.0.0.1:39865", "[2026-10-29T05:23:43.715Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T05:23:43.721Z] [trial] meester=celestine", "[2026-10-29T05:23:43.721Z] [trial] running scenario setup hook", "[2026-10-29T05:23:43.908Z] [trial] scenario setup complete", "[2026-10-29T05:23:43.909Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T05:23:43.937Z] [poll] initial digests hard=e51c16e51cfe0b0b soft=d2f10af9531749a5", "[2026-10-29T05:23:44.051Z] [poll] hard-progress: e51c16e51cfe0b0b → 92c12cfc13e99e3a after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-29T05:24:09.777Z] [poll] hard-progress: 92c12cfc13e99e3a → b13f361065b66b1a after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=24,stream=91) sniff=0/0B)", "[2026-10-29T05:24:14.890Z] [poll] hard-progress: b13f361065b66b1a → 6bb0aa3b685c33aa after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=35,stream=169) sniff=0/0B)", "[2026-10-29T05:25:01.138Z] [poll] hard-progress: 6bb0aa3b685c33aa → 132821b0a9805ded after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=153,stream=2063) sniff=3/0B)", "[2026-10-29T05:25:21.668Z] [poll] hard-progress: 132821b0a9805ded → efa11216aa039dfd after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=167,stream=2154) sniff=3/0B)", "[2026-10-29T05:26:33.715Z] [poll] hard-progress: efa11216aa039dfd → 68e220622e1b897e after 72s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=346,stream=5709) sniff=3/0B)", "[2026-10-29T05:27:04.455Z] [poll] hard-progress: 68e220622e1b897e → 7337b9ce06f110c2 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=359,stream=5733) sniff=3/0B)", "[2026-10-29T05:28:01.246Z] [poll] hard-progress: 7337b9ce06f110c2 → 356036204dd4e6dd after 57s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=503,stream=9396) sniff=9/7194B)", "[2026-10-29T05:28:21.823Z] [poll] hard-progress: 356036204dd4e6dd → c368f3cc4df16db6 after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=521,stream=9502) sniff=9/7194B)", "[2026-10-29T05:28:26.986Z] [poll] hard-progress: c368f3cc4df16db6 → 68ffc0a12c371cd8 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=15,slot=534,stream=9610) sniff=9/7194B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-deep-security-review", "scoreAxes": { "verification": 9, "systemic analysis": 9, "remediation": 9 }, "meanScore": 9, "justification": "All three seeded vulnerabilities (command injection, SQL injection, missing auth) confirmed with exact file/line references and end-to-end exploitability chains. Safe look-alikes explicitly cleared with documented reasoning. Systemic analysis groups findings into two coherent root causes with blast-radius assessment. Remediation is concrete, severity-ordered, and includes regression test guidance. Minor deduction: no mention of output sanitization for the zip command's echoed stdout in SEC-001 fix.", "durationMs": 5658 }, "tableReview": { "status": "judged", "rubricId": "craftbook-deep-security-review" }, "fixedScore": { "composite": 9, "compositeIgnoringProseFlag": 9, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 11/11 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.13 calls=20" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-23-42-080Z-aog4/result.json", "sha256": "57e758ecfd0e48c17f28b53ec7ed950d5d0d4902fc6681517fa02c2f37345fe8" }, "facts.json": { "path": 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"2026-10-29T05:37:36.593Z" }, "lastUpdated": "2026-10-29T05:37:36.593Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T05:37:41.113Z" } }, "source": "engine-log" }, "derived": { "durationMs": 485047, "meanTokensPerSec": 30.8, "genTokensPerSec": 30.8, "genTokens": 10097, "promptTokensPerSec": 799.5, "peakRssMb": 10891, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 72821, "output": 2698 } } } }, "facts": { "trialId": "craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-29-34-492Z-v6b6", "scenarioId": "craftbook-deep-security-review", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": 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"peakUsedMb": 57979, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 63261, "totalOutputTokens": 10097, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 7, "todayTokensIn": 72821, "todayTokensCached": 50958, "todayTokensOut": 2698, "todayCost": 0, "totalTurns": 7, "totalTokensIn": 72821, "totalTokensCached": 50958, "totalTokensOut": 2698, "totalCost": 0, "medianOutputTokensPerSec": 39.4, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 39.4, "turns": 7 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 10758, "cachedInputTokens": 10010, "outputTokens": 110, "cost": 0, "durationMs": 6172, "outputTokensPerSec": 39.98073588762552, "at": "2026-10-29T05:37:36.593Z" }, "lastUpdated": "2026-10-29T05:37:36.593Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, 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Safe constructs verified against security.md rules. Systemic themes correctly identify auth-by-omission and concatenation-to-sink as root causes with blast radius noted. Remediations are concrete and severity-consistent (execFile+allowlist, parameterized query, middleware wiring). Minor gap: findings.json not shown, so machine-readable completeness unverifiable.", "durationMs": 5911 }, "craftbook": { "craftbookId": "deep-security-review", "tasksObserved": 2, "craftbookTasks": 0, "reachedTerminal": false, "verdict": "artifact-only" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T05:29:36.046Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T05:29:35.992Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 2, "taskScoped": 0, "byGezel": { "leyla": 1, "rae": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 12, "maxContextFill": 0.03540802001953125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.03540802001953125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-deep-security-review passed 11 deterministic craftbook checks", "durationMs": 491134, "timeoutMs": 2700000, "budgetUsedFraction": 0.18190148148148147 }, "timing": { "startedAt": "2026-10-29T05:29:34.493Z", "finishedAt": "2026-10-29T05:37:45.627Z", "timeToFirstArtifactMs": 127348, "timeToLastArtifactWriteMs": 482093, "timeToFirstTokenMs": 19475, "firstTurnTtftMs": 15961, "timeToFirstToolCallMs": 23897 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 29, "byTool": { "read_file": 12, "list_scripts": 1, "write_file": 6, "validate": 2, "run_nodejs_script": 1, "read_files": 1, "list_dir": 1, "replace_in_file": 5 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 11 }, "sniff": { "progression": [ { "atMs": 1961, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 0, "scoreMax": 11, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: src/admin.ts, src/profile.ts, src/reports.ts, docs/security.md" }, { "atMs": 27560, "filePath": "craftbook-deep-security-review", "bytes": 0, "score": 0, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is 0 bytes, need ≥ 1500" }, { "atMs": 130416, "filePath": "craftbook-deep-security-review", "bytes": 5727, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is missing required content /Verified Safe|Not Statically Verifiable/ — nothing in its 5727 bytes matches. Add that content." }, { "atMs": 351961, "filePath": "craftbook-deep-security-review", "bytes": 6722, "score": 8, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is missing required content: real file and line — nothing in its 6722 bytes matches /src/admin\\.ts:[0-9]+/. Add that content." }, { "atMs": 444946, "filePath": "craftbook-deep-security-review", "bytes": 9093, "score": 9, "scoreMax": 11, "signals": [], "failReason": "security-review/REPORT.md is missing required content: real file and line — nothing in its 9093 bytes matches /src/admin\\.ts:[0-9]+/. Add that content." }, { "atMs": 455306, "filePath": "craftbook-deep-security-review", "bytes": 9087, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 0 is missing required field \"theme\"" }, { "atMs": 470693, "filePath": "craftbook-deep-security-review", "bytes": 9087, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 1 is missing required field \"theme\"" }, { "atMs": 475875, "filePath": "craftbook-deep-security-review", "bytes": 9087, "score": 10, "scoreMax": 11, "signals": [], "failReason": "security-review/findings.json: record 2 is missing required field \"theme\"" }, { "atMs": 486231, "filePath": "craftbook-deep-security-review", "bytes": 9087, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-deep-security-review", "bytes": 9087, "score": 11, "scoreMax": 11, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T05:29:34.493Z] [trial] id=craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-29-34-492Z-v6b6 scenario=craftbook-deep-security-review model=qwen3.8-27b-q4", "[2026-10-29T05:29:34.493Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-29-34-492Z-v6b6", "[2026-10-29T05:29:34.494Z] [trial] trialHome=/tmp/gezel-eval-craftbook-deep-security-review-efyTEI", "[2026-10-29T05:29:34.494Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T05:29:34.494Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T05:29:34.494Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T05:29:34.494Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T05:29:34.495Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-deep-security-review-efyTEI", "[2026-10-29T05:29:36.033Z] [trial] daemon spawned pid=1166133 port=https://127.0.0.1:46635", "[2026-10-29T05:29:36.139Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T05:29:36.145Z] [trial] meester=dagny", "[2026-10-29T05:29:36.145Z] [trial] running scenario setup hook", "[2026-10-29T05:29:36.341Z] [trial] scenario setup complete", "[2026-10-29T05:29:36.341Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T05:29:36.369Z] [poll] initial digests hard=806ce674667c2975 soft=3ad10b7f21814e15", "[2026-10-29T05:29:36.479Z] [poll] hard-progress: 806ce674667c2975 → 74ce4938ffa2c7f5 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-29T05:30:02.079Z] [poll] hard-progress: 74ce4938ffa2c7f5 → b677278b412ed564 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=22,stream=100) sniff=0/0B)", "[2026-10-29T05:31:34.667Z] [poll] hard-progress: b677278b412ed564 → 490b5dfa4a13d907 after 93s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=1,tools=6,slot=262,stream=4108) sniff=0/0B)", "[2026-10-29T05:31:44.949Z] [poll] hard-progress: 490b5dfa4a13d907 → 74822476e150d86c after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=8,slot=281,stream=4579) sniff=9/5727B)", "[2026-10-29T05:33:28.033Z] [poll] hard-progress: 74822476e150d86c → cceb944338c6690d after 103s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=511,stream=9035) sniff=9/5727B)", "[2026-10-29T05:33:53.791Z] [poll] hard-progress: cceb944338c6690d → 6e8ebd84884b2538 after 26s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=12,slot=530,stream=9174) sniff=9/5727B)", "[2026-10-29T05:33:58.938Z] [poll] hard-progress: 6e8ebd84884b2538 → 6ec629407da50443 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=14,slot=537,stream=9216) sniff=9/5727B)", "[2026-10-29T05:34:19.605Z] [poll] hard-progress: 6ec629407da50443 → 4a9b064e2c5d599f after 21s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=15,slot=583,stream=10402) sniff=9/5727B)", "[2026-10-29T05:34:40.175Z] [poll] hard-progress: 4a9b064e2c5d599f → 24250ad0549938fb after 21s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=18,slot=598,stream=10456) sniff=9/5727B)", "[2026-10-29T05:35:26.497Z] [poll] hard-progress: 24250ad0549938fb → 0f0c482ee1b54b42 after 46s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=3,tools=19,slot=719,stream=13785) sniff=8/6722B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-deep-security-review", "scoreAxes": { "verification": 9, "systemic analysis": 8, "remediation": 9 }, "meanScore": 8.7, "justification": "All three seeded vulns confirmed with exact file:line, attack strings, and sink tracing. Safe constructs verified against security.md rules. Systemic themes correctly identify auth-by-omission and concatenation-to-sink as root causes with blast radius noted. Remediations are concrete and severity-consistent (execFile+allowlist, parameterized query, middleware wiring). Minor gap: findings.json not shown, so machine-readable completeness unverifiable.", "durationMs": 5911 }, "tableReview": { "status": "judged", "rubricId": "craftbook-deep-security-review" }, "fixedScore": { "composite": 9, "compositeIgnoringProseFlag": 9, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 11/11 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.18 calls=29" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-29-34-492Z-v6b6/result.json", "sha256": "4137d39aef15e7a6fe06e3e77702dd87eeceff9f54c4d1bc3c4145277bf791bf" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-29-34-492Z-v6b6/facts.json", "sha256": "f3b45d1bdbef431e45c00ca71304fb54abc2e3bd58c9151601e0038961771ea4" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-29-34-492Z-v6b6/metrics.json", "sha256": "7f80c673646702f4a968eca30966680efcb8dd122806eb715b296d298471f2e5" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-deep-security-review/craftbook-deep-security-review-qwen3-8-27b-q4-2026-10-29T05-29-34-492Z-v6b6/llm-judge.json", "sha256": "13491651005031220994f0e475077f2f2697c86bd4d73101ba95a2877dae59e8" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T09-53-10-084Z-qh4j", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T09-53-10-084Z-qh4j", "scenarioId": "craftbook-refactor-module", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T09:53:10.085Z", "finishedAt": "2026-10-29T10:49:34.900Z", "durationMs": 3384815, "success": false, "reason": "retry loop (fast-path): sniff \"craftbook-refactor-module:28:targetnone:fr1avil21:rp0:rf0:m3\" stuck for 9m — 3 re-writes (14 tool calls) without sniff movement. 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null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 665, "peakUsedMb": 63394, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 363760, "totalOutputTokens": 50060, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 15, "todayTokensIn": 350444, "todayTokensCached": 248812, "todayTokensOut": 14266, "todayCost": 0, "totalTurns": 15, "totalTokensIn": 350444, "totalTokensCached": 248812, "totalTokensOut": 14266, "totalCost": 0, "medianOutputTokensPerSec": 33.8, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 33.8, "turns": 15 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 51034, "cachedInputTokens": 49222, "outputTokens": 105, "cost": 0, "durationMs": 155386, "outputTokensPerSec": 35.37351197410387, "at": "2026-10-29T10:49:25.759Z" }, "lastUpdated": "2026-10-29T10:49:25.759Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, 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15, "todayTokensIn": 350444, "todayTokensCached": 248812, "todayTokensOut": 14266, "todayCost": 0, "totalTurns": 15, "totalTokensIn": 350444, "totalTokensCached": 248812, "totalTokensOut": 14266, "totalCost": 0, "medianOutputTokensPerSec": 33.8, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 33.8, "turns": 15 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 51034, "cachedInputTokens": 49222, "outputTokens": 105, "cost": 0, "durationMs": 155386, "outputTokensPerSec": 35.37351197410387, "at": "2026-10-29T10:49:25.759Z" }, "lastUpdated": "2026-10-29T10:49:25.759Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T10:49:31.348Z" } }, "source": "engine-log" }, "derived": { "durationMs": 3379796, "meanTokensPerSec": 25.3, "genTokensPerSec": 25.3, "genTokens": 50060, "promptTokensPerSec": 746.88, "peakRssMb": 15952, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 350444, "output": 14266 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-refactor-module", "scoreAxes": { "Guardrail-first discipline": 5, "Reversible-stage execution": 7, "Genuine deduplication": 6 }, "meanScore": 6, "justification": "Stage structure is explicit with reversal steps and gate conditions per stage, and the deviations section is honest about a cosmetic line-count difference. However, no actual test output or duplication count with stated methodology appears in this document; the baseline and characterization work is referenced but not evidenced. Deduplication claims are internally consistent (private helper deleted, both sites import shared module, exports preserved) but unverifiable from the narrative alone.", "durationMs": 28060 }, "craftbook": { "craftbookId": "refactor-module", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 6, "completed": 0, "gateApprovals": 0, "gateRejections": 10, "redrives": 0, "perStep": [ { "ref": "crewlog/1", "stepId": "baseline", "activatedAt": "2026-10-29T10:14:03.770Z", "completedAt": null, "ms": null, "gateRejections": 10, "toolCalls": 82, "sessionIds": [ "bc162616-0922-4774-b5ee-7c9f693a62c4" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T09:53:11.473Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T09:53:11.452Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 1, "byGezel": { "zawadi": 1 }, "perTask": { "crewlog/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 31, "maxContextFill": 0.18565750122070312, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.18565750122070312 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "retry loop (fast-path): sniff \"craftbook-refactor-module:28:targetnone:fr1avil21:rp0:rf0:m3\" stuck for 9m — 3 re-writes (14 tool calls) without sniff movement. Artifact produced but never reached success.", "durationMs": 3384815, "timeoutMs": 7200000, "budgetUsedFraction": 0.47011319444444444 }, "timing": { "startedAt": "2026-10-29T09:53:10.085Z", "finishedAt": "2026-10-29T10:49:34.900Z", "timeToFirstArtifactMs": 275957, "timeToLastArtifactWriteMs": 3375682, "timeToFirstTokenMs": 23743, "firstTurnTtftMs": 15785, "timeToFirstToolCallMs": 27903 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 82, "byTool": { "read_files": 6, "list_dir": 6, "ask_user_question": 4, "read_task_notes": 3, "write_artifact": 18, "write_file": 9, "read_artifact": 17, "validate": 1, "advance_task_step": 5, "set_task_status": 8, "list_artifacts": 1, "read_file": 2, "replace_in_file": 2 }, "redFlags": [ { "gezel": "zawadi", "tool": "(no write_file this turn)", "argsSummary": "content_chars=23696 h2_count=18 preview=\"I've re-read the task notes and the current `tasks/1/baseline.md`. Here's where things stand, honestly: ## The one rema…\"", "atTurn": 15, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 16 }, "sniff": { "progression": [ { "atMs": 1839, "filePath": "craftbook-refactor-module", "bytes": 0, "score": 5, "scoreMax": 30, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/format-name.js, src/report.js, tests/format.test.mjs, tests/report.test.mjs, source/refactor-brief.md" }, { "atMs": 32760, "filePath": "craftbook-refactor-module", "bytes": 0, "score": 6, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 276965, "filePath": "craftbook-refactor-module", "bytes": 4346, "score": 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"filePath": "craftbook-refactor-module", "bytes": 4319, "score": 13, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 848795, "filePath": "craftbook-refactor-module", "bytes": 5310, "score": 12, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 947170, "filePath": "craftbook-refactor-module", "bytes": 5261, "score": 13, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 1253892, "filePath": "craftbook-refactor-module", "bytes": 5261, "score": 13, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 1982983, "filePath": "craftbook-refactor-module", "bytes": 5391, "score": 13, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook 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"scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 2407154, "filePath": "craftbook-refactor-module", "bytes": 5391, "score": 23, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 2635829, "filePath": "craftbook-refactor-module", "bytes": 5391, "score": 24, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 2753479, "filePath": "craftbook-refactor-module", "bytes": 5391, "score": 26, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 2848906, "filePath": "craftbook-refactor-module", "bytes": 5391, "score": 28, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 2891510, "filePath": "craftbook-refactor-module", "bytes": 5391, "score": 28, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 3311404, "filePath": "craftbook-refactor-module", "bytes": 5391, "score": 28, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" } ], "latest": { "filePath": "craftbook-refactor-module", "bytes": 5391, "score": 28, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" } }, "autoAnswer": { "total": 4, "byKind": { "structured": 4, "inline": 0 }, "events": [ { "atMs": 67723, "kind": "structured", "gezel": "zawadi", "question": "Package scripts are disabled, so I can't run `npm run test` to prove the baselin…", "chose": "Yes — enabled, try again" }, { "atMs": 169656, "kind": "structured", "gezel": "zawadi", "question": "I still can't invoke package scripts this turn. Could you try the task again (ne…", "chose": "Re-ran the task — please continue" }, { "atMs": 220585, "kind": "structured", "gezel": "zawadi", "question": "The task was re-run, but the package-script runner is still not available to me …", "chose": "Confirmed enabled for this gezel — task re-run" }, { "atMs": 729322, "kind": "structured", "gezel": "zawadi", "question": "I still have no way to execute `npm run test` — the package-script runner is not…", "chose": "Re-ran the task — try again" } ] }, "miscEvents": [ "[2026-10-29T09:53:10.086Z] [trial] id=craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T09-53-10-084Z-qh4j scenario=craftbook-refactor-module model=qwen3.8-27b-q4", "[2026-10-29T09:53:10.086Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T09-53-10-084Z-qh4j", "[2026-10-29T09:53:10.086Z] [trial] trialHome=/tmp/gezel-eval-craftbook-refactor-module-0Rlm6i", "[2026-10-29T09:53:10.086Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T09:53:10.086Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T09:53:10.086Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T09:53:10.088Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T09:53:10.089Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-refactor-module-0Rlm6i", "[2026-10-29T09:53:11.521Z] [trial] daemon spawned pid=1674005 port=https://127.0.0.1:45301", "[2026-10-29T09:53:11.619Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T09:53:11.626Z] [trial] meester=sulien", "[2026-10-29T09:53:11.626Z] [trial] running scenario setup hook", "[2026-10-29T09:53:11.769Z] [trial] scenario setup complete", "[2026-10-29T09:53:11.770Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T09:53:11.795Z] [poll] initial digests hard=5642c645279f5648 soft=44a82b112f7b4470", "[2026-10-29T09:53:11.948Z] [poll] hard-progress: 5642c645279f5648 → 8779d288141501bb after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T09:53:17.044Z] [poll] hard-progress: 8779d288141501bb → 9bc5b6f79d638f6f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T09:53:42.878Z] [poll] hard-progress: 9bc5b6f79d638f6f → 84b4e7426ba35794 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=31,stream=209) sniff=6/0B)", "[2026-10-29T09:54:19.205Z] [poll] hard-progress: 84b4e7426ba35794 → e9c1e2c5b27209ce after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=120,stream=1001) sniff=6/0B)", "[2026-10-29T09:55:21.648Z] [poll] hard-progress: e9c1e2c5b27209ce → 9f57b2c004dcb9a4 after 62s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=4,slot=286,stream=2441) sniff=6/0B)", "[2026-10-29T09:55:57.960Z] [poll] hard-progress: 9f57b2c004dcb9a4 → 841669355faf468b after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=378,stream=3164) sniff=6/0B)", "[2026-10-29T09:56:49.799Z] [poll] hard-progress: 841669355faf468b → 56456d2bc4212b9f after 52s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=6,slot=506,stream=4274) sniff=6/0B)", "[2026-10-29T09:57:47.083Z] [poll] hard-progress: 56456d2bc4212b9f → 036611464dc4cc69 after 57s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=7,slot=632,stream=6664) sniff=10/4346B)", "[2026-10-29T09:59:15.383Z] [poll] hard-progress: 036611464dc4cc69 → 6d67e15786318aa0 after 88s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=9,slot=833,stream=8735) sniff=10/4346B)", "[2026-10-29T10:00:59.634Z] [poll] hard-progress: 6d67e15786318aa0 → f7c437d94f0c3d2e after 104s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=10,slot=1066,stream=12239) sniff=11/4397B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-refactor-module", "scoreAxes": { "Guardrail-first discipline": 5, "Reversible-stage execution": 7, "Genuine deduplication": 6 }, "meanScore": 6, "justification": "Stage structure is explicit with reversal steps and gate conditions per stage, and the deviations section is honest about a cosmetic line-count difference. 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"filePath": "craftbook-refactor-module", "bytes": 5495, "score": 24, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" } }, "autoAnswer": { "total": 1, "byKind": { "structured": 1, "inline": 0 }, "events": [ { "atMs": 144060, "kind": "structured", "gezel": "saida", "question": "Package scripts are turned off in this project, so I can't run the test suite to…", "chose": "I've enabled Run package scripts — retry" } ] }, "miscEvents": [ "[2026-10-29T10:49:35.664Z] [trial] id=craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T10-49-35-663Z-tab3 scenario=craftbook-refactor-module model=qwen3.8-27b-q4", "[2026-10-29T10:49:35.665Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T10-49-35-663Z-tab3", "[2026-10-29T10:49:35.665Z] [trial] trialHome=/tmp/gezel-eval-craftbook-refactor-module-oQRxo2", "[2026-10-29T10:49:35.665Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T10:49:35.665Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T10:49:35.665Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T10:49:35.665Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T10:49:35.666Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-refactor-module-oQRxo2", "[2026-10-29T10:49:37.200Z] [trial] daemon spawned pid=1779660 port=https://127.0.0.1:32843", "[2026-10-29T10:49:37.298Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T10:49:37.305Z] [trial] meester=cosima", "[2026-10-29T10:49:37.305Z] [trial] running scenario setup hook", "[2026-10-29T10:49:37.467Z] [trial] scenario setup complete", "[2026-10-29T10:49:37.467Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T10:49:37.481Z] [poll] initial digests hard=25a141957387e2b0 soft=7769cc344790fa3f", "[2026-10-29T10:49:37.621Z] [poll] hard-progress: 25a141957387e2b0 → ec288a2c8927e082 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T10:49:42.754Z] [poll] hard-progress: ec288a2c8927e082 → 24db0bd00e263547 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T10:51:00.415Z] [poll] hard-progress: 24db0bd00e263547 → 5cc2d501c2795981 after 78s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=168,stream=1400) sniff=6/0B)", "[2026-10-29T10:52:02.770Z] [poll] hard-progress: 5cc2d501c2795981 → 9b756b265c485815 after 62s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=2,slot=327,stream=2845) sniff=6/0B)", "[2026-10-29T10:52:54.672Z] [poll] hard-progress: 9b756b265c485815 → 04f005161b16c302 after 52s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=462,stream=3989) sniff=6/0B)", "[2026-10-29T10:53:56.613Z] [poll] hard-progress: 04f005161b16c302 → 7d869e7e6278bc48 after 62s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=4,slot=479,stream=4098) sniff=6/0B)", "[2026-10-29T10:54:48.494Z] [poll] hard-progress: 7d869e7e6278bc48 → 62d250898ff47d23 after 52s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=5,slot=618,stream=6977) sniff=9/5395B)", "[2026-10-29T10:55:04.134Z] [poll] hard-progress: 62d250898ff47d23 → 3428bc0997ea4f5b after 16s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=6,slot=646,stream=7513) sniff=11/5395B)", "[2026-10-29T10:55:09.389Z] [poll] hard-progress: 3428bc0997ea4f5b → f7e58116da8af9fe after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=8,slot=659,stream=7579) sniff=11/5395B)", "[2026-10-29T10:55:14.657Z] [poll] hard-progress: f7e58116da8af9fe → e8a7607af0a994d1 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=10,slot=671,stream=7770) sniff=11/5395B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-refactor-module", "scoreAxes": { "Guardrail-first discipline": 7, "Reversible-stage execution": 8, "Genuine deduplication": 8 }, "meanScore": 7.7, "justification": "Baseline phase, characterization tests, and a stated 16-line duplication count are all referenced, satisfying the brief's guardrail requirements in prose. Three small stages each record reversibility steps and a green-suite claim. One shared module with two delegating call sites and unchanged public signatures is clearly described. Deductions: no raw test-run output is shown, so green-suite claims are asserted rather than evidenced; the counting method is implicit rather than explicit.", "durationMs": 22531 }, "tableReview": { "status": "judged", "rubricId": "craftbook-refactor-module" }, "fixedScore": { "composite": 5.3, "compositeIgnoringProseFlag": 5.3, "band": "needs-tuning", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 8, "why": "sniff 24/30" }, "efficiency": { "score": 3, "why": "budget=0.21 calls=31 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=1" } } }, "developerToolPhase": { "lastStep": "baseline", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T10-49-35-663Z-tab3/result.json", "sha256": "15a7ada2eeb5e0a160a8d8ec11d26c18fd818a464e876ba7dfc2ec2eda1a321d" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T10-49-35-663Z-tab3/facts.json", "sha256": "3b51c97bf813b1eebfd3d1a823a8a316ce73707b77152e38447a10ff2f2e1bb4" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T10-49-35-663Z-tab3/metrics.json", "sha256": "dc7b677b3c4895d5bb9a3d7a26ea1155b6d705f8b1f0be5898d0784f5dd1974b" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T10-49-35-663Z-tab3/llm-judge.json", "sha256": "c694ad5bcf10f3db1b7e23174a54a15a619b748d52406c3c7e2cf9fd0b20a773" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat", "success": false, "nonModelFailure": false, "result": { "trialId": "craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat", "scenarioId": "craftbook-refactor-module", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T11:14:45.187Z", "finishedAt": "2026-10-29T12:40:15.825Z", "durationMs": 5130638, "success": false, "reason": "craftbook-refactor-module stale no-write repair loop: tasks/1/plan.md had unchanged content (3704 bytes) for 240s — a re-emission of identical bytes counts as unchanged here after repair feedback and newer chat activity; still failing 21/30: tasks/1/plan.md cites 1 source(s) that do not exist: `src/normalize-name.js` — every cited path must resolve to a real file in the workspace (no fabricated citations).", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "failureClass": "model", "failureClassRule": "task-paused-unrecovered", "failureClassEvidence": "[tasks] crewlog/1 paused for help (gate_exhausted) at step \"baseline\"" }, "metrics": { "process": { "sampleCount": 1007, "peakRssMb": 12293, "peakCpuPercent": 309.8, "firstAtMs": 1, "lastAtMs": 5120424 }, "gpu": { "available": true, "sampleCount": 1007, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 1007, "peakUsedMb": 59764, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 331644, "totalOutputTokens": 98022, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 25, "todayTokensIn": 531527, "todayTokensCached": 465535, "todayTokensOut": 35487, "todayCost": 0, "totalTurns": 25, "totalTokensIn": 531527, "totalTokensCached": 465535, "totalTokensOut": 35487, "totalCost": 0, "medianOutputTokensPerSec": 23.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 23.3, "turns": 25 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 44361, "cachedInputTokens": 29314, "outputTokens": 378, "cost": 0, "durationMs": 302070, "outputTokensPerSec": 29.00035915829419, "at": "2026-10-29T12:40:09.758Z" }, "lastUpdated": "2026-10-29T12:40:09.758Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T12:40:10.544Z" } }, "source": "engine-log" }, "derived": { "durationMs": 5123792, "meanTokensPerSec": 23.5, "genTokensPerSec": 23.5, "genTokens": 98022, "promptTokensPerSec": 744.93, "peakRssMb": 12293, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 531527, "output": 35487 } } } }, "facts": { "trialId": "craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat", "scenarioId": "craftbook-refactor-module", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 1007, "peakRssMb": 12293, "peakCpuPercent": 309.8, "firstAtMs": 1, "lastAtMs": 5120424 }, "gpu": { "available": true, "sampleCount": 1007, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 1007, "peakUsedMb": 59764, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 331644, "totalOutputTokens": 98022, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 25, "todayTokensIn": 531527, "todayTokensCached": 465535, "todayTokensOut": 35487, "todayCost": 0, "totalTurns": 25, "totalTokensIn": 531527, "totalTokensCached": 465535, "totalTokensOut": 35487, "totalCost": 0, "medianOutputTokensPerSec": 23.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 23.3, "turns": 25 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 44361, "cachedInputTokens": 29314, "outputTokens": 378, "cost": 0, "durationMs": 302070, "outputTokensPerSec": 29.00035915829419, "at": "2026-10-29T12:40:09.758Z" }, "lastUpdated": "2026-10-29T12:40:09.758Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T12:40:10.544Z" } }, "source": "engine-log" }, "derived": { "durationMs": 5123792, "meanTokensPerSec": 23.5, "genTokensPerSec": 23.5, "genTokens": 98022, "promptTokensPerSec": 744.93, "peakRssMb": 12293, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 531527, "output": 35487 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-refactor-module", "scoreAxes": { "Guardrail-first discipline": 6, "Reversible-stage execution": 7, "Genuine deduplication": 8 }, "meanScore": 7, "justification": "Characterization tests appear before Stage 1 (pinning empty-string and coercion quirks), supporting honest coverage, but baseline.md is only referenced—no duplication-count method is stated here. Stage discipline is clean: three small stages, explicit reversibility notes, per-stage green-suite confirmations. Deduplication is well-documented: one shared module, both call sites delegate, public APIs and edge-case behavior preserved verbatim.", "durationMs": 27939 }, "craftbook": { "craftbookId": "refactor-module", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": false, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 6, "completed": 0, "gateApprovals": 0, "gateRejections": 10, "redrives": 0, "perStep": [ { "ref": "crewlog/1", "stepId": "baseline", "activatedAt": "2026-10-29T12:32:13.217Z", "completedAt": null, "ms": null, "gateRejections": 10, "toolCalls": 115, "sessionIds": [ "4ff24d03-f425-4189-8c25-bccdc68a3b03" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T11:14:46.747Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T11:14:46.725Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 1, "byGezel": { "kumar": 1 }, "perTask": { "crewlog/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 53, "maxContextFill": 0.15878677368164062, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.15878677368164062 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 3 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "craftbook-refactor-module stale no-write repair loop: tasks/1/plan.md had unchanged content (3704 bytes) for 240s — a re-emission of identical bytes counts as unchanged here after repair feedback and newer chat activity; still failing 21/30: tasks/1/plan.md cites 1 source(s) that do not exist: `src/normalize-name.js` — every cited path must resolve to a real file in the workspace (no fabricated citations).", "durationMs": 5130638, "timeoutMs": 7200000, "budgetUsedFraction": 0.7125886111111112 }, "timing": { "startedAt": "2026-10-29T11:14:45.187Z", "finishedAt": "2026-10-29T12:40:15.825Z", "timeToFirstArtifactMs": 433729, "timeToLastArtifactWriteMs": 5124571, "timeToFirstTokenMs": 24070, "firstTurnTtftMs": 15764, "timeToFirstToolCallMs": 161295 }, "team": { "totalGezelsCreated": 6, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 115, "byTool": { "read_files": 1, "read_file": 6, "list_dir": 4, "list_artifacts": 2, "ask_user_question": 16, "write_artifact": 26, "write_file": 6, "read_artifact": 19, "read_task_notes": 2, "set_task_status": 17, "advance_task_step": 8, "replace_in_file": 1, "stat": 5, "grep_artifact": 2 }, "redFlags": [ { "gezel": "kumar", "tool": "(no write_file this turn)", "argsSummary": "content_chars=2287 h2_count=3 preview=\"I'm going to stop the retry loop here and give you the straight picture, because I keep hitting the same wall and it's n…\"", "atTurn": 38, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 16 }, "sniff": { "progression": [ { "atMs": 1972, "filePath": "craftbook-refactor-module", "bytes": 0, "score": 5, "scoreMax": 30, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: package.json, src/format-name.js, src/report.js, tests/format.test.mjs, tests/report.test.mjs, source/refactor-brief.md" }, { "atMs": 162949, "filePath": "craftbook-refactor-module", "bytes": 0, "score": 6, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 437902, "filePath": "craftbook-refactor-module", "bytes": 3534, "score": 10, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 552566, "filePath": "craftbook-refactor-module", "bytes": 3534, "score": 10, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 599247, "filePath": "craftbook-refactor-module", "bytes": 3566, "score": 11, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 708156, "filePath": "craftbook-refactor-module", "bytes": 3615, "score": 11, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 869218, "filePath": "craftbook-refactor-module", "bytes": 3615, "score": 13, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 895089, "filePath": "craftbook-refactor-module", "bytes": 3615, "score": 14, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 936509, "filePath": "craftbook-refactor-module", "bytes": 3537, "score": 13, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 1320821, "filePath": "craftbook-refactor-module", "bytes": 3577, "score": 13, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 1596086, "filePath": "craftbook-refactor-module", "bytes": 3633, "score": 14, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 2685229, "filePath": "craftbook-refactor-module", "bytes": 3610, "score": 14, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 4310946, "filePath": "craftbook-refactor-module", "bytes": 3610, "score": 16, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 4336933, "filePath": "craftbook-refactor-module", "bytes": 3610, "score": 18, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 4373408, "filePath": "craftbook-refactor-module", "bytes": 3610, "score": 20, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 4697218, "filePath": "craftbook-refactor-module", "bytes": 4223, "score": 19, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 4770255, "filePath": "craftbook-refactor-module", "bytes": 4223, "score": 20, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" }, { "atMs": 4822459, "filePath": "craftbook-refactor-module", "bytes": 4224, "score": 21, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" } ], "latest": { "filePath": "craftbook-refactor-module", "bytes": 4224, "score": 21, "scoreMax": 30, "signals": [], "failReason": "task sourced from craftbook refactor-module has not reached a terminal step" } }, "autoAnswer": { "total": 14, "byKind": { "structured": 14, "inline": 0 }, "events": [ { "atMs": 312365, "kind": "structured", "gezel": "kumar", "question": "Package scripts are turned off in this project's settings, so `npm run test` is …", "chose": "Enabled Run package scripts — continue" }, { "atMs": 388784, "kind": "structured", "gezel": "kumar", "question": "Run package scripts now shows as enabled, but the test-runner tool was not wired…", "chose": "Retried the task — continue" }, { "atMs": 816379, "kind": "structured", "gezel": "kumar", "question": "`npm run test` still can't be observed: `run_package_script` was not wired into …", "chose": "Retried the task again — continue" }, { "atMs": 1233633, "kind": "structured", "gezel": "kumar", "question": "`run_package_script` still isn't wired into this step run even after the retry. …", "chose": "write-in (proceed-now)" }, { "atMs": 1793384, "kind": "structured", "gezel": "kumar", "question": "The baseline file and characterization tests are complete, but this step's gate …", "chose": "Retried the task — continue" }, { "atMs": 2175279, "kind": "structured", "gezel": "kumar", "question": "**One gate check still can't clear:** the baseline step requires an *observed* g…", "chose": "Restart the task now (fresh run)" }, { "atMs": 2480648, "kind": "structured", "gezel": "kumar", "question": "**Still blocked on one gate check.** Even with Run package scripts enabled, the …", "chose": "Retry the task once more" }, { "atMs": 2816807, "kind": "structured", "gezel": "kumar", "question": "I cannot complete the baseline step: it requires me to run and record a green `n…", "chose": "Enable/confirm Run package scripts and restart the task" }, { "atMs": 2989857, "kind": "structured", "gezel": "kumar", "question": "I'm blocked on a hard infrastructure gate, not a content one. This step requires…", "chose": "Confirmed ON + restarted the Gezel service — retry the task" }, { "atMs": 3264753, "kind": "structured", "gezel": "kumar", "question": "**Honest blocker, not a content issue — this is the state of the work right now:…", "chose": "Confirmed ON — retrying the task now (fresh run will have the runner)" }, { "atMs": 3554850, "kind": "structured", "gezel": "kumar", "question": "Task is re-armed and everything is done except the observed `npm run test` run, …", "chose": "Retrying the task now" }, { "atMs": 3615889, "kind": "structured", "gezel": "kumar", "question": "The baseline step is complete except one gate check: an observed green `npm run …", "chose": "I'll confirm the setting and retry the task" }, { "atMs": 3798991, "kind": "structured", "gezel": "kumar", "question": "Baseline work is complete; the only outstanding gate check is an observed green …", "chose": "Yes, retry the task now (fresh run)" }, { "atMs": 4262172, "kind": "structured", "gezel": "kumar", "question": "Every session so far — including fresh service restarts — boots without the pack…", "chose": "Starting a fresh session now — retry the task there" } ] }, "miscEvents": [ "[2026-10-29T11:14:45.187Z] [trial] id=craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat scenario=craftbook-refactor-module model=qwen3.8-27b-q4", "[2026-10-29T11:14:45.187Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat", "[2026-10-29T11:14:45.187Z] [trial] trialHome=/tmp/gezel-eval-craftbook-refactor-module-cTKBsa", "[2026-10-29T11:14:45.187Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T11:14:45.187Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T11:14:45.188Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T11:14:45.189Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T11:14:45.189Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-refactor-module-cTKBsa", "[2026-10-29T11:14:46.725Z] [trial] daemon spawned pid=1805078 port=https://127.0.0.1:35701", "[2026-10-29T11:14:46.821Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T11:14:46.826Z] [trial] meester=cosima", "[2026-10-29T11:14:46.826Z] [trial] running scenario setup hook", "[2026-10-29T11:14:47.009Z] [trial] scenario setup complete", "[2026-10-29T11:14:47.010Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T11:14:47.028Z] [poll] initial digests hard=ad74fa5e4873a466 soft=ff21b16730814b53", "[2026-10-29T11:14:47.172Z] [poll] hard-progress: ad74fa5e4873a466 → ca0b14474ebd0634 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T11:14:52.321Z] [poll] hard-progress: ca0b14474ebd0634 → 555397f1c42f69bd after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=5/0B)", "[2026-10-29T11:17:28.154Z] [poll] hard-progress: 555397f1c42f69bd → 002b6a57affc83be after 156s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=380,stream=2931) sniff=6/0B)", "[2026-10-29T11:19:01.481Z] [poll] hard-progress: 002b6a57affc83be → 032873dcf7b5f530 after 93s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=589,stream=4654) sniff=6/0B)", "[2026-10-29T11:19:06.620Z] [poll] hard-progress: 032873dcf7b5f530 → 71703ef5a02ca50b after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=598,stream=4694) sniff=6/0B)", "[2026-10-29T11:19:32.573Z] [poll] hard-progress: 71703ef5a02ca50b → 2ee7b80a83fcc5e7 after 26s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=631,stream=5126) sniff=6/0B)", "[2026-10-29T11:19:53.343Z] [poll] hard-progress: 2ee7b80a83fcc5e7 → 9d5aa465b51625aa after 21s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=686,stream=5729) sniff=6/0B)", "[2026-10-29T11:21:11.308Z] [poll] hard-progress: 9d5aa465b51625aa → 6c3c2a8bbe3de754 after 78s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=9,slot=878,stream=7417) sniff=6/0B)", "[2026-10-29T11:22:03.123Z] [poll] hard-progress: 6c3c2a8bbe3de754 → b10de66e4a950374 after 52s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=10,slot=981,stream=9241) sniff=10/3534B)", "[2026-10-29T11:23:57.780Z] [poll] hard-progress: b10de66e4a950374 → 76531b0f09838058 after 115s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=11,slot=1258,stream=12030) sniff=10/3534B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-refactor-module", "scoreAxes": { "Guardrail-first discipline": 6, "Reversible-stage execution": 7, "Genuine deduplication": 8 }, "meanScore": 7, "justification": "Characterization tests appear before Stage 1 (pinning empty-string and coercion quirks), supporting honest coverage, but baseline.md is only referenced—no duplication-count method is stated here. Stage discipline is clean: three small stages, explicit reversibility notes, per-stage green-suite confirmations. Deduplication is well-documented: one shared module, both call sites delegate, public APIs and edge-case behavior preserved verbatim.", "durationMs": 27939 }, "tableReview": { "status": "judged", "rubricId": "craftbook-refactor-module" }, "fixedScore": { "composite": 4, "compositeIgnoringProseFlag": 4.7, "band": "framework-gap", "axes": { "completion": { "score": 3, "why": "failureMode=model-stuck; artifact/sniff >= half" }, "quality": { "score": 7, "why": "sniff 21/30" }, "efficiency": { "score": 5, "why": "budget=0.71 calls=115" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable missing=0" } } }, "developerToolPhase": { "lastStep": "baseline", "packageScriptSurfaces": 0, "toolPhase": true }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/craftbook-refactor-module/craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat/result.json", "sha256": 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and start the task from it" } ], "latest": { "filePath": "dev-craftbook-routing", "bytes": 3, "score": 1, "scoreMax": 2, "signals": [], "failReason": "no task has been started from a library recipe yet — search the recipe library for the one that matches this brief (the cause is known, nothing is urgent, and a failing test is wanted before the fix) and start the task from it" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T03:55:54.401Z] [trial] id=dev-craftbook-routing-qwen3-8-27b-q4-2026-10-29T03-55-54-400Z-6py0 scenario=dev-craftbook-routing model=qwen3.8-27b-q4", "[2026-10-29T03:55:54.402Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/dev-craftbook-routing/dev-craftbook-routing-qwen3-8-27b-q4-2026-10-29T03-55-54-400Z-6py0", "[2026-10-29T03:55:54.402Z] [trial] trialHome=/tmp/gezel-eval-dev-craftbook-routing-gBUquY", "[2026-10-29T03:55:54.402Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T03:55:54.402Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T03:55:54.402Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T03:55:54.402Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T03:55:54.403Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-dev-craftbook-routing-gBUquY", "[2026-10-29T03:55:55.940Z] [trial] daemon spawned pid=1036010 port=https://127.0.0.1:32967", "[2026-10-29T03:55:56.049Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T03:55:56.057Z] [trial] meester=zephyr", "[2026-10-29T03:55:56.057Z] [trial] running scenario setup hook", "[2026-10-29T03:55:56.176Z] [trial] scenario setup complete", "[2026-10-29T03:55:56.177Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T03:55:56.201Z] [poll] 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provider=llama-cpp category=local-engine", "[2026-10-29T03:48:03.273Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T03:48:03.274Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T03:48:03.274Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-fix-squisq-bugs-e57CKb", "[2026-10-29T03:48:04.723Z] [trial] daemon spawned pid=1026737 port=https://127.0.0.1:43849", "[2026-10-29T03:48:04.829Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T03:48:04.838Z] [trial] meester=florian", "[2026-10-29T03:48:04.838Z] [trial] running scenario setup hook", "[2026-10-29T03:48:05.045Z] [trial] scenario setup complete", "[2026-10-29T03:48:05.046Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T03:48:05.082Z] [poll] initial digests hard=28ac8d6af879cddf soft=4d09a1a1b5b9dcb9", "[2026-10-29T03:48:05.301Z] [poll] hard-progress: 28ac8d6af879cddf → 3931dd77432a527e after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/5461B)", "[2026-10-29T03:48:20.534Z] [poll] hard-progress: 3931dd77432a527e → 380601ceb008d0da after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=16,stream=111) sniff=1/5461B)", "[2026-10-29T03:48:30.632Z] [poll] hard-progress: 380601ceb008d0da → 33a9d236073527d9 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=34,stream=236) sniff=1/5461B)", "[2026-10-29T03:49:16.349Z] [poll] hard-progress: 33a9d236073527d9 → 0a7abe91daa2dba4 after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=151,stream=2384) sniff=2/6488B)", "[2026-10-29T03:49:31.605Z] [poll] hard-progress: 0a7abe91daa2dba4 → a7a3919acda81bf3 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=186,stream=3185) sniff=3/6146B)", "[2026-10-29T03:50:12.543Z] [poll] terminal: success=true reason=all 5 signals firing including tsc-clean (great-circle-path, graceful-errors, deep-layer-validation, haversine-untouched, tsc-clean)", "[2026-10-29T03:50:13.054Z] [capture] dumped 1 session(s)", "[2026-10-29T03:50:13.056Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-29T03:50:13.095Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-29T03:50:16.350Z] [trial] daemon shut down" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.09 calls=7" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": 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"nonModelFailure": false, "result": { "trialId": "fix-squisq-bugs-qwen3-8-27b-q4-2026-10-29T03-50-17-216Z-7f1h", "scenarioId": "fix-squisq-bugs", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T03:50:17.217Z", "finishedAt": "2026-10-29T03:52:08.956Z", "durationMs": 111739, "success": true, "reason": "all 5 signals firing including tsc-clean (great-circle-path, graceful-errors, deep-layer-validation, haversine-untouched, tsc-clean)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-qwen3-8-27b-q4-2026-10-29T03-50-17-216Z-7f1h", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 20, "peakRssMb": 5124, "peakCpuPercent": 178.2, "firstAtMs": 0, "lastAtMs": 96597 }, "gpu": { "available": true, "sampleCount": 20, 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{ "sampleCount": 20, "peakUsedMb": 52440, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 10152, "totalOutputTokens": 2598, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T03:51:56.703Z" } }, "source": "engine-log" }, "derived": { "durationMs": 97901, "meanTokensPerSec": 35.05, "genTokensPerSec": 35.05, "genTokens": 2598, "promptTokensPerSec": 752.8, "peakRssMb": 5124, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, 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"bytes": 6196, "score": 3, "scoreMax": 5, "signals": [ "great-circle-path", "graceful-errors", "haversine-untouched" ], "failReason": "assertImageEditDoc behavioral check failed: assertImageEditDoc accepted a doc whose layers contain a null layer — per-layer validation is missing or shallow" }, { "atMs": 93590, "filePath": "fix-squisq-bugs", "bytes": 6893, "score": 3, "scoreMax": 5, "signals": [ "great-circle-path", "graceful-errors", "haversine-untouched" ], "failReason": "assertImageEditDoc behavioral check failed: assertImageEditDoc accepted a doc whose layers contain a null layer — per-layer validation is missing or shallow" }, { "atMs": 99001, "filePath": "fix-squisq-bugs", "bytes": 6980, "score": 5, "scoreMax": 5, "signals": [ "great-circle-path", "graceful-errors", "deep-layer-validation", "haversine-untouched", "tsc-clean" ], "failReason": null } ], "latest": { "filePath": "fix-squisq-bugs", "bytes": 6980, "score": 5, "scoreMax": 5, "signals": [ "great-circle-path", "graceful-errors", "deep-layer-validation", "haversine-untouched", "tsc-clean" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T03:50:17.218Z] [trial] id=fix-squisq-bugs-qwen3-8-27b-q4-2026-10-29T03-50-17-216Z-7f1h scenario=fix-squisq-bugs model=qwen3.8-27b-q4", "[2026-10-29T03:50:17.218Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/fix-squisq-bugs/fix-squisq-bugs-qwen3-8-27b-q4-2026-10-29T03-50-17-216Z-7f1h", "[2026-10-29T03:50:17.218Z] [trial] trialHome=/tmp/gezel-eval-fix-squisq-bugs-4QUJjE", "[2026-10-29T03:50:17.218Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T03:50:17.218Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T03:50:17.218Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T03:50:17.219Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T03:50:17.220Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-fix-squisq-bugs-4QUJjE", "[2026-10-29T03:50:18.768Z] [trial] daemon spawned pid=1030782 port=https://127.0.0.1:35955", "[2026-10-29T03:50:18.874Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T03:50:18.880Z] [trial] meester=anika", "[2026-10-29T03:50:18.880Z] [trial] running scenario setup hook", "[2026-10-29T03:50:19.049Z] [trial] scenario setup complete", "[2026-10-29T03:50:19.049Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T03:50:19.074Z] [poll] initial digests hard=7f6bead497fb39ff soft=75ee985ab7f4886d", "[2026-10-29T03:50:19.284Z] [poll] hard-progress: 7f6bead497fb39ff → 9a41e98077cbba86 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/5461B)", "[2026-10-29T03:50:39.533Z] [poll] hard-progress: 9a41e98077cbba86 → c8a4aaef6f8ad139 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=20,stream=108) sniff=1/5461B)", "[2026-10-29T03:50:49.651Z] [poll] hard-progress: c8a4aaef6f8ad139 → 19b7297d754baf31 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=47,stream=528) sniff=1/5461B)", "[2026-10-29T03:51:15.116Z] [poll] hard-progress: 19b7297d754baf31 → f666c95e8b3a9020 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=111,stream=1897) sniff=2/6532B)", "[2026-10-29T03:51:35.533Z] [poll] hard-progress: f666c95e8b3a9020 → d665a6adfb436596 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=164,stream=2896) sniff=3/6196B)", "[2026-10-29T03:51:50.846Z] [poll] hard-progress: d665a6adfb436596 → bcfb3d2a217fa487 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=203,stream=3835) sniff=3/6893B)", "[2026-10-29T03:51:56.218Z] [poll] terminal: success=true reason=all 5 signals firing including tsc-clean (great-circle-path, graceful-errors, deep-layer-validation, haversine-untouched, tsc-clean)", "[2026-10-29T03:51:56.713Z] [capture] dumped 1 session(s)", "[2026-10-29T03:51:56.715Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-29T03:51:56.744Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.07 calls=10" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": 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"items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "durationMs": 82181, "timeoutMs": 1800000, "budgetUsedFraction": 0.04565611111111111 }, "timing": { "startedAt": "2026-10-29T04:04:56.089Z", "finishedAt": "2026-10-29T04:06:18.270Z", "timeToFirstArtifactMs": 63041, "timeToLastArtifactWriteMs": 75784, "timeToFirstTokenMs": 17366, "firstTurnTtftMs": 13984, "timeToFirstToolCallMs": 30437 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 6, "byTool": { "start_work": 1, "read_task_notes": 1, "make_dir": 1, "write_file": 3 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 78810, "filePath": "interface-contract", "bytes": 1247, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } ], "latest": { "filePath": "interface-contract", "bytes": 1247, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T04:04:56.090Z] [trial] id=interface-contract-qwen3-8-27b-q4-2026-10-29T04-04-56-089Z-rspk scenario=interface-contract model=qwen3.8-27b-q4", "[2026-10-29T04:04:56.090Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-04-56-089Z-rspk", "[2026-10-29T04:04:56.090Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T04:04:56.090Z] [trial] trialHome=/tmp/gezel-eval-interface-contract-FNWRgQ", "[2026-10-29T04:04:56.090Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T04:04:56.091Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T04:04:56.091Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T04:04:56.092Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-interface-contract-FNWRgQ", "[2026-10-29T04:04:57.625Z] [trial] daemon spawned pid=1044064 port=https://127.0.0.1:34119", "[2026-10-29T04:04:57.731Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T04:04:57.737Z] [trial] meester=senna", "[2026-10-29T04:04:57.818Z] [trial] sent prompt to meester (1435 chars)", "[2026-10-29T04:04:57.838Z] [poll] initial digests hard=37b1a55971a54da2 soft=323ad61229351020", "[2026-10-29T04:05:28.618Z] [poll] hard-progress: 37b1a55971a54da2 → 20e2bbf280d4ff67 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=48,stream=770) sniff=0/0B)", "[2026-10-29T04:05:33.635Z] [poll] hard-progress: 20e2bbf280d4ff67 → abd6364692d3a6c7 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=1,slot=57,stream=837) sniff=0/0B)", "[2026-10-29T04:05:53.987Z] [poll] hard-progress: abd6364692d3a6c7 → 5d77c9d2a9631960 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=93,stream=1052) sniff=0/0B)", "[2026-10-29T04:06:04.183Z] [poll] hard-progress: 5d77c9d2a9631960 → 149ac002b038c514 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=121,stream=1515) sniff=1/0B)", "[2026-10-29T04:06:14.903Z] [poll] terminal: success=true reason=tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "[2026-10-29T04:06:15.375Z] [capture] dumped 2 session(s)", "[2026-10-29T04:06:15.377Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-29T04:06:15.447Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-29T04:06:18.268Z] [trial] daemon shut down", "[2026-10-29T04:06:18.270Z] [trial] PASS duration=82181ms reason=tsc emit clean + node integration.mjs passed: 5 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.05 calls=6" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-04-56-089Z-rspk/result.json", "sha256": "2837a08db756ba24b912a33f48288a64e3df84ac72828984add25923f7ad494b" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-04-56-089Z-rspk/facts.json", "sha256": "fce6029963b1aa69ecc74190a043c53880554fc9203340a7a138a3f354178b1b" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-04-56-089Z-rspk/metrics.json", "sha256": "afad41e90371df8df7fcc1910250cd0f939b12f74cd33d10c4095deac14d239f" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "interface-contract", "trialId": "interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm", "success": true, "nonModelFailure": false, "result": { "trialId": "interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm", "scenarioId": "interface-contract", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T04:06:18.434Z", "finishedAt": "2026-10-29T04:08:20.524Z", "durationMs": 122090, "success": true, "reason": "tsc emit clean + node integration.mjs passed: 6 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 24, "peakRssMb": 6427, "peakCpuPercent": 221, "firstAtMs": 1, "lastAtMs": 116854 }, "gpu": { "available": true, "sampleCount": 24, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 24, "peakUsedMb": 53897, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 16044, "totalOutputTokens": 2326, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 23393, "todayTokensCached": 21966, "todayTokensOut": 1009, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 23393, "totalTokensCached": 21966, "totalTokensOut": 1009, "totalCost": 0, "medianOutputTokensPerSec": 26, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 26, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 8005, "cachedInputTokens": 7770, "outputTokens": 509, "cost": 0, "durationMs": 22619, "outputTokensPerSec": 23.276127820031178, "at": "2026-10-29T04:07:32.499Z" }, "lastUpdated": "2026-10-29T04:07:32.499Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T04:08:17.569Z" } }, "source": "engine-log" }, "derived": { "durationMs": 117663, "meanTokensPerSec": 28.36, "genTokensPerSec": 28.36, "genTokens": 2326, "promptTokensPerSec": 769.72, "peakRssMb": 6427, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 23393, "output": 1009 } } } }, "facts": { "trialId": "interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm", "scenarioId": "interface-contract", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 24, "peakRssMb": 6427, "peakCpuPercent": 221, "firstAtMs": 1, "lastAtMs": 116854 }, "gpu": { "available": true, "sampleCount": 24, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 24, "peakUsedMb": 53897, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 16044, "totalOutputTokens": 2326, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 23393, "todayTokensCached": 21966, "todayTokensOut": 1009, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 23393, "totalTokensCached": 21966, "totalTokensOut": 1009, "totalCost": 0, "medianOutputTokensPerSec": 26, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 26, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 8005, "cachedInputTokens": 7770, "outputTokens": 509, "cost": 0, "durationMs": 22619, "outputTokensPerSec": 23.276127820031178, "at": "2026-10-29T04:07:32.499Z" }, "lastUpdated": "2026-10-29T04:07:32.499Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T04:08:17.569Z" } }, "source": "engine-log" }, "derived": { "durationMs": 117663, "meanTokensPerSec": 28.36, "genTokensPerSec": 28.36, "genTokens": 2326, "promptTokensPerSec": 769.72, "peakRssMb": 6427, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 23393, "output": 1009 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "event-pipeline/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-29T04:06:49.579Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "bba6d207-bd3a-4636-9d15-5806a0538dff" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T04:06:19.925Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T04:06:19.899Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "araba": 1, "tamsin": 1 }, "perTask": { "event-pipeline/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 5, "maxContextFill": 0.02730560302734375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02730560302734375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "tsc emit clean + node integration.mjs passed: 6 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "durationMs": 122090, "timeoutMs": 1800000, "budgetUsedFraction": 0.06782777777777778 }, "timing": { "startedAt": "2026-10-29T04:06:18.434Z", "finishedAt": "2026-10-29T04:08:20.524Z", "timeToFirstArtifactMs": 104344, "timeToLastArtifactWriteMs": 118264, "timeToFirstTokenMs": 17806, "firstTurnTtftMs": 14421, "timeToFirstToolCallMs": 31169 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 6, "byTool": { "start_work": 1, "read_task_notes": 1, "make_dir": 1, "write_file": 3 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 118741, "filePath": "interface-contract", "bytes": 1789, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } ], "latest": { "filePath": "interface-contract", "bytes": 1789, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T04:06:18.434Z] [trial] id=interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm scenario=interface-contract model=qwen3.8-27b-q4", "[2026-10-29T04:06:18.435Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm", "[2026-10-29T04:06:18.435Z] [trial] trialHome=/tmp/gezel-eval-interface-contract-TdaQnN", "[2026-10-29T04:06:18.435Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T04:06:18.435Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T04:06:18.435Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T04:06:18.436Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T04:06:18.436Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-interface-contract-TdaQnN", "[2026-10-29T04:06:19.877Z] [trial] daemon spawned pid=1045434 port=https://127.0.0.1:43949", "[2026-10-29T04:06:19.979Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T04:06:19.986Z] [trial] meester=tamsin", "[2026-10-29T04:06:20.085Z] [trial] sent prompt to meester (1435 chars)", "[2026-10-29T04:06:20.102Z] [poll] initial digests hard=920649657f06a70e soft=9840f85840f7805a", "[2026-10-29T04:06:50.440Z] [poll] hard-progress: 920649657f06a70e → 61d7edc9ba14b551 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=46,stream=737) sniff=0/0B)", "[2026-10-29T04:07:36.193Z] [poll] hard-progress: 61d7edc9ba14b551 → 84abe5db85cc64a7 after 46s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=1,slot=162,stream=1743) sniff=0/0B)", "[2026-10-29T04:07:56.507Z] [poll] hard-progress: 84abe5db85cc64a7 → 039a08f5e85f5af1 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=198,stream=1952) sniff=0/0B)", "[2026-10-29T04:08:06.713Z] [poll] hard-progress: 039a08f5e85f5af1 → 451db47f49420e56 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=4,slot=225,stream=2396) sniff=1/0B)", "[2026-10-29T04:08:17.180Z] [poll] terminal: success=true reason=tsc emit clean + node integration.mjs passed: 6 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "[2026-10-29T04:08:17.583Z] [capture] dumped 2 session(s)", "[2026-10-29T04:08:17.585Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-29T04:08:17.642Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-29T04:08:20.524Z] [trial] daemon shut down", "[2026-10-29T04:08:20.525Z] [trial] PASS duration=122090ms reason=tsc emit clean + node integration.mjs passed: 6 event(s) across 3 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.07 calls=6" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm/result.json", "sha256": "0f2db749919c66e69e88bc63114699abe7f00d1d22373582f8d418ee3c7a16b4" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm/facts.json", "sha256": "3ad323536eb2a73478d841f20359635f34bbaa961ccd377e94db261f57890e7f" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-06-18-434Z-azlm/metrics.json", "sha256": "9c1886f3a8d1b806895dd79ae0f8e11dbfdb81b243fd4daaa546d932d122c474" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "interface-contract", "trialId": "interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts", "success": true, "nonModelFailure": false, "result": { "trialId": "interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts", "scenarioId": "interface-contract", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T04:08:20.930Z", "finishedAt": "2026-10-29T04:09:52.857Z", "durationMs": 91927, "success": true, "reason": "tsc emit clean + node integration.mjs passed: 6 event(s) across 4 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 18, "peakRssMb": 6149, "peakCpuPercent": 275.9, "firstAtMs": 0, "lastAtMs": 86458 }, "gpu": { "available": true, "sampleCount": 18, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 18, "peakUsedMb": 53537, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15195, "totalOutputTokens": 1541, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 7641, "todayTokensCached": 7098, "todayTokensOut": 123, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 7641, "totalTokensCached": 7098, "totalTokensOut": 123, "totalCost": 0, "medianOutputTokensPerSec": 24.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.7, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7641, "cachedInputTokens": 7098, "outputTokens": 123, "cost": 0, "durationMs": 40850, "outputTokensPerSec": 24.663928701029718, "at": "2026-10-29T04:09:05.354Z" }, "lastUpdated": "2026-10-29T04:09:05.354Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T04:09:50.074Z" } }, "source": "engine-log" }, "derived": { "durationMs": 87570, "meanTokensPerSec": 30.38, "genTokensPerSec": 30.38, "genTokens": 1541, "promptTokensPerSec": 799.31, "peakRssMb": 6149, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 7641, "output": 123 } } } }, "facts": { "trialId": "interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts", "scenarioId": "interface-contract", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 18, "peakRssMb": 6149, "peakCpuPercent": 275.9, "firstAtMs": 0, "lastAtMs": 86458 }, "gpu": { "available": true, "sampleCount": 18, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 18, "peakUsedMb": 53537, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 15195, "totalOutputTokens": 1541, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 7641, "todayTokensCached": 7098, "todayTokensOut": 123, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 7641, "totalTokensCached": 7098, "totalTokensOut": 123, "totalCost": 0, "medianOutputTokensPerSec": 24.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 24.7, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 7641, "cachedInputTokens": 7098, "outputTokens": 123, "cost": 0, "durationMs": 40850, "outputTokensPerSec": 24.663928701029718, "at": "2026-10-29T04:09:05.354Z" }, "lastUpdated": "2026-10-29T04:09:05.354Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T04:09:50.074Z" } }, "source": "engine-log" }, "derived": { "durationMs": 87570, "meanTokensPerSec": 30.38, "genTokensPerSec": 30.38, "genTokens": 1541, "promptTokensPerSec": 799.31, "peakRssMb": 6149, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 7641, "output": 123 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 3, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "event-pipeline/1", "stepId": "plan-and-execute", "activatedAt": "2026-10-29T04:08:59.341Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "6f6c5a97-cf7b-419e-9b1f-50d0df8dea36" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-29T04:08:22.432Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-29T04:08:22.406Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 2, "taskScoped": 1, "byGezel": { "imara": 1, "refilwe": 1 }, "perTask": { "event-pipeline/1": 1 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.3333333333333333, "maxMessages": 3, "maxContextFill": 0.02642822265625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02642822265625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "tsc emit clean + node integration.mjs passed: 6 event(s) across 4 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "durationMs": 91927, "timeoutMs": 1800000, "budgetUsedFraction": 0.05107055555555556 }, "timing": { "startedAt": "2026-10-29T04:08:20.930Z", "finishedAt": "2026-10-29T04:09:52.857Z", "timeToFirstArtifactMs": 69737, "timeToLastArtifactWriteMs": 83826, "timeToFirstTokenMs": 17626, "firstTurnTtftMs": 14052, "timeToFirstToolCallMs": 38447 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Builder" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 5, "byTool": { "start_work": 1, "read_task_notes": 1, "write_file": 3 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 88648, "filePath": "interface-contract", "bytes": 1819, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } ], "latest": { "filePath": "interface-contract", "bytes": 1819, "score": 5, "scoreMax": 5, "signals": [ "files-present", "tsc-clean", "integration-pass" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T04:08:20.931Z] [trial] id=interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts scenario=interface-contract model=qwen3.8-27b-q4", "[2026-10-29T04:08:20.931Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts", "[2026-10-29T04:08:20.931Z] [trial] trialHome=/tmp/gezel-eval-interface-contract-MpSnO6", "[2026-10-29T04:08:20.931Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T04:08:20.931Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T04:08:20.931Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T04:08:20.931Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T04:08:20.932Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-interface-contract-MpSnO6", "[2026-10-29T04:08:22.473Z] [trial] daemon spawned pid=1047384 port=https://127.0.0.1:38865", "[2026-10-29T04:08:22.579Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T04:08:22.587Z] [trial] meester=imara", "[2026-10-29T04:08:22.704Z] [trial] sent prompt to meester (1435 chars)", "[2026-10-29T04:08:22.725Z] [poll] initial digests hard=1b353d4e4aff8068 soft=7384108fba89844f", "[2026-10-29T04:09:03.289Z] [poll] hard-progress: 1b353d4e4aff8068 → 593a578d06f7d2a1 after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=73,stream=1009) sniff=0/0B)", "[2026-10-29T04:09:08.366Z] [poll] hard-progress: 593a578d06f7d2a1 → 72476224e63f28d7 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=1,slot=80,stream=1062) sniff=0/0B)", "[2026-10-29T04:09:23.597Z] [poll] hard-progress: 72476224e63f28d7 → 15d4c3bbf6700e1b after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=2,slot=103,stream=1170) sniff=0/0B)", "[2026-10-29T04:09:33.807Z] [poll] hard-progress: 15d4c3bbf6700e1b → 33256947d4626511 after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=130,stream=1577) sniff=1/0B)", "[2026-10-29T04:09:49.582Z] [poll] terminal: success=true reason=tsc emit clean + node integration.mjs passed: 6 event(s) across 4 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)", "[2026-10-29T04:09:50.092Z] [capture] dumped 2 session(s)", "[2026-10-29T04:09:50.094Z] [capture] snapshotted telemetry for 2 session(s)", "[2026-10-29T04:09:50.151Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-29T04:09:52.857Z] [trial] daemon shut down", "[2026-10-29T04:09:52.858Z] [trial] PASS duration=91927ms reason=tsc emit clean + node integration.mjs passed: 6 event(s) across 4 kind(s) routed and counted — team shape: 1 distinct non-meester session(s) (solo)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 5/5 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.05 calls=5" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts/result.json", "sha256": "36934bdd4446f8058afacd038025e9348fafe920f38879789e6608fa0774d7c8" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts/facts.json", "sha256": "9e75879a41f8ab79ca3fb5ab5c3bba5ceff92b68da6821659f21b4586b0343f5" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/interface-contract/interface-contract-qwen3-8-27b-q4-2026-10-29T04-08-20-930Z-7sts/metrics.json", "sha256": "5bd119538930bc3e563d75096a3b61b2b1ba191e27db66ef293adbf8dfda7f6a" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "large-pr-review", "trialId": "large-pr-review-qwen3-8-27b-q4-2026-10-29T05-37-49-091Z-49at", "success": true, "nonModelFailure": false, "result": { "trialId": "large-pr-review-qwen3-8-27b-q4-2026-10-29T05-37-49-091Z-49at", "scenarioId": "large-pr-review", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-29T05:37:49.092Z", "finishedAt": "2026-10-29T06:06:38.412Z", "durationMs": 1729320, "success": true, "reason": "complete large-PR review (coverage-120-of-120, coverage-summary, late-defect-citation, request-changes, no-false-missing-api, source-unchanged)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/large-pr-review/large-pr-review-qwen3-8-27b-q4-2026-10-29T05-37-49-091Z-49at", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 340, "peakRssMb": 9710, "peakCpuPercent": 262.1, "firstAtMs": 0, "lastAtMs": 1723350 }, "gpu": { "available": true, "sampleCount": 340, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 340, "peakUsedMb": 57518, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 418920, "totalOutputTokens": 28712, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 432698, "todayTokensCached": 283520, "todayTokensOut": 7572, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 432698, "totalTokensCached": 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daemon[src=service-telemetry](turns=1,tools=2,slot=20,stream=48) sniff=0/0B)", "[2026-10-29T06:29:27.711Z] [poll] hard-progress: 0a63e5ee903101ea → 568de1f0f17c845a after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=43,stream=246) sniff=0/0B)", "[2026-10-29T06:29:47.932Z] [poll] hard-progress: 568de1f0f17c845a → fabbde98e43478d6 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=71,stream=631) sniff=0/0B)", "[2026-10-29T06:30:23.345Z] [poll] hard-progress: fabbde98e43478d6 → 59d2ca02b1ce2a27 after 35s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=118,stream=1005) sniff=0/0B)", "[2026-10-29T06:30:43.608Z] [poll] hard-progress: 59d2ca02b1ce2a27 → 305f791ebb03c656 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=18,slot=161,stream=1944) sniff=0/0B)", "[2026-10-29T06:30:58.813Z] [poll] hard-progress: 305f791ebb03c656 → 3cf88db3d3a37351 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=23,slot=189,stream=2336) sniff=0/0B)", "[2026-10-29T06:31:08.977Z] [poll] hard-progress: 3cf88db3d3a37351 → ef710be9ef9fd2c3 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=28,slot=214,stream=2723) sniff=0/0B)", "[2026-10-29T06:31:24.262Z] [poll] hard-progress: ef710be9ef9fd2c3 → 711c65f57bc9d7a1 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=33,slot=239,stream=3110) sniff=0/0B)", "[2026-10-29T06:32:25.237Z] [poll] hard-progress: 711c65f57bc9d7a1 → 28aa1fd6de365dd9 after 61s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=39,slot=343,stream=5594) sniff=0/0B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 8.6, "compositeIgnoringProseFlag": 8.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "success floor via gate: complete large-PR review (cove" }, "efficiency": { "score": 3, "why": "budget=0.41 calls=143 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/large-pr-review/large-pr-review-qwen3-8-27b-q4-2026-10-29T06-28-39-937Z-l7d9/result.json", "sha256": "86068e8fd30b0ecc76e452b75d27d41e7f1fdf0d06fad9e0abb82d7f38f3f328" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/large-pr-review/large-pr-review-qwen3-8-27b-q4-2026-10-29T06-28-39-937Z-l7d9/facts.json", "sha256": "cfac2143741522c30352fac99b4b0cad8cc40d3e21c802e2055be44b7503bc3c" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/developer/large-pr-review/large-pr-review-qwen3-8-27b-q4-2026-10-29T06-28-39-937Z-l7d9/metrics.json", "sha256": "a6a3ab567fbcbbfac4ef21a7caa440a39fdda0b2ae868e7b12303d4b8b22a485" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "conflict-synthesis", "trialId": "conflict-synthesis-qwen3-8-27b-q4-2026-10-28T22-03-04-606Z-z1nf", "success": true, "nonModelFailure": false, "result": { "trialId": "conflict-synthesis-qwen3-8-27b-q4-2026-10-28T22-03-04-606Z-z1nf", "scenarioId": "conflict-synthesis", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T22:03:04.606Z", "finishedAt": "2026-10-28T22:07:34.026Z", "durationMs": 269420, "success": true, "reason": "all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, 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"todayCost": 0, "totalTurns": 2, "totalTokensIn": 19224, "totalTokensCached": 11938, "totalTokensOut": 1576, "totalCost": 0, "medianOutputTokensPerSec": 32, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 32, "turns": 2 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 6216, "outputTokens": 911, "cost": 0, "durationMs": 101331, "outputTokensPerSec": 39.218365055316205, "at": "2026-10-28T22:07:26.028Z" }, "lastUpdated": "2026-10-28T22:07:26.028Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T22:07:30.792Z" } }, "source": "engine-log" }, "derived": { "durationMs": 264617, "meanTokensPerSec": 28.65, "genTokensPerSec": 28.65, "genTokens": 4057, "promptTokensPerSec": 816.23, "peakRssMb": 11588, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 19224, "output": 1576 } } } }, "facts": { "trialId": "conflict-synthesis-qwen3-8-27b-q4-2026-10-28T22-03-04-606Z-z1nf", "scenarioId": "conflict-synthesis", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T22-03-04-606Z-z1nf", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 53, "peakRssMb": 11588, "peakCpuPercent": 177.2, "firstAtMs": 0, "lastAtMs": 264059 }, "gpu": { "available": true, "sampleCount": 53, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 53, "peakUsedMb": 58339, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 46928, "totalOutputTokens": 4057, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 19224, "todayTokensCached": 11938, "todayTokensOut": 1576, "todayCost": 0, "totalTurns": 2, "totalTokensIn": 19224, "totalTokensCached": 11938, "totalTokensOut": 1576, "totalCost": 0, "medianOutputTokensPerSec": 32, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 32, "turns": 2 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 6216, "outputTokens": 911, "cost": 0, "durationMs": 101331, "outputTokensPerSec": 39.218365055316205, "at": "2026-10-28T22:07:26.028Z" }, "lastUpdated": "2026-10-28T22:07:26.028Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T22:07:30.792Z" } }, "source": "engine-log" }, "derived": { "durationMs": 264617, "meanTokensPerSec": 28.65, "genTokensPerSec": 28.65, "genTokens": 4057, "promptTokensPerSec": 816.23, "peakRssMb": 11588, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 19224, "output": 1576 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T22:03:06.122Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T22:03:06.100Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "tamsin": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 4, "maxContextFill": 0.02330780029296875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.02330780029296875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "all three conflicts reconciled explicitly with citations (signals: ordered-sections, conflict-launch-date-surfaced, conflict-launch-date-quarantined, conflict-launch-date-canonical-used, conflict-budget-surfaced, conflict-budget-quarantined, conflict-budget-canonical-used, conflict-dri-surfaced, conflict-dri-quarantined, conflict-dri-canonical-used, claims-source-supported, source-reads-grounded, citations)", "durationMs": 269420, "timeoutMs": 1800000, "budgetUsedFraction": 0.14967777777777777 }, "timing": { "startedAt": "2026-10-28T22:03:04.606Z", "finishedAt": "2026-10-28T22:07:34.026Z", "timeToFirstArtifactMs": 103255, "timeToLastArtifactWriteMs": 261423, "timeToFirstTokenMs": 21748, "firstTurnTtftMs": 18258, "timeToFirstToolCallMs": 24851 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 9, "byTool": { "read_files": 1, "write_file": 2, "read_file": 6 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 103399, "filePath": "conflict-synthesis", "bytes": 3102, "score": 11, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "citations" ], "failReason": "- unsupported date claim not present in the seeded sources: re-read the timing fields in memo-product.md and memo-engineering.md, then replace every launch date with a source-backed value" }, { "atMs": 159186, "filePath": "conflict-synthesis", "bytes": 3102, "score": 12, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "source-reads-grounded", "citations" ], "failReason": "- unsupported date claim not present in the seeded sources: re-read the timing fields in memo-product.md and memo-engineering.md, then replace every launch date with a source-backed value" }, { "atMs": 265688, "filePath": "conflict-synthesis", "bytes": 3033, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } ], "latest": { "filePath": "conflict-synthesis", "bytes": 3033, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "conflict-launch-date-surfaced", "conflict-launch-date-quarantined", "conflict-launch-date-canonical-used", "conflict-budget-surfaced", "conflict-budget-quarantined", "conflict-budget-canonical-used", "conflict-dri-surfaced", "conflict-dri-quarantined", "conflict-dri-canonical-used", "claims-source-supported", "source-reads-grounded", "citations" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T22:03:04.607Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/conflict-synthesis/conflict-synthesis-qwen3-8-27b-q4-2026-10-28T22-03-04-606Z-z1nf", "[2026-10-28T22:03:04.607Z] [trial] id=conflict-synthesis-qwen3-8-27b-q4-2026-10-28T22-03-04-606Z-z1nf scenario=conflict-synthesis model=qwen3.8-27b-q4", "[2026-10-28T22:03:04.608Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T22:03:04.608Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T22:03:04.607Z] [trial] trialHome=/tmp/gezel-eval-conflict-synthesis-CdwW4A", "[2026-10-28T22:03:04.608Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T22:03:04.609Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T22:03:04.611Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-conflict-synthesis-CdwW4A", "[2026-10-28T22:03:06.143Z] [trial] daemon spawned pid=441560 port=https://127.0.0.1:43777", "[2026-10-28T22:03:06.239Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T22:03:06.245Z] [trial] meester=orion", "[2026-10-28T22:03:06.245Z] [trial] running scenario setup hook", "[2026-10-28T22:03:06.435Z] [trial] scenario setup complete", "[2026-10-28T22:03:06.435Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T22:03:06.460Z] [poll] initial digests hard=517e9b35483c1a60 soft=9da26eea24f9c453", "[2026-10-28T22:03:06.492Z] [poll] hard-progress: 517e9b35483c1a60 → 5bd70fd4852f1d26 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T22:03:31.689Z] [poll] hard-progress: 5bd70fd4852f1d26 → 1690eab76ef1e6b7 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=23,stream=119) sniff=0/0B)", "[2026-10-28T22:04:48.048Z] [poll] hard-progress: 1690eab76ef1e6b7 → c923a87293db9609 after 76s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=226,stream=3055) sniff=11/3102B)", "[2026-10-28T22:05:13.294Z] [poll] hard-progress: c923a87293db9609 → 936e3c1f368c6da4 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=249,stream=3211) sniff=11/3102B)", "[2026-10-28T22:05:43.843Z] [poll] hard-progress: 936e3c1f368c6da4 → 9a1046565d69f8e2 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=322,stream=3875) sniff=12/3102B)", "[2026-10-28T22:05:53.937Z] [poll] hard-progress: 9a1046565d69f8e2 → dcc35c6cd47a0693 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=4,slot=331,stream=3891) sniff=12/3102B)", "[2026-10-28T22:06:19.264Z] [poll] hard-progress: dcc35c6cd47a0693 → abe15d771b3c1bd8 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=339,stream=3909) sniff=12/3102B)", "[2026-10-28T22:06:24.352Z] [poll] hard-progress: abe15d771b3c1bd8 → 1fe2e40239a2da4e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=6,slot=346,stream=3923) sniff=12/3102B)", "[2026-10-28T22:06:34.452Z] [poll] hard-progress: 1fe2e40239a2da4e → 92ba2ab723b1b414 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=353,stream=3937) sniff=12/3102B)", "[2026-10-28T22:06:59.794Z] [poll] hard-progress: 92ba2ab723b1b414 → e9c15cd43afe6c0d after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=8,slot=362,stream=3955) sniff=12/3102B)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, 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0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "wren": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 4, "maxContextFill": 0.01678466796875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.01678466796875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)", "durationMs": 60579, "timeoutMs": 1200000, "budgetUsedFraction": 0.0504825 }, "timing": { "startedAt": "2026-10-28T21:01:44.370Z", "finishedAt": "2026-10-28T21:02:44.949Z", "timeToFirstArtifactMs": 35131, "timeToLastArtifactWriteMs": 54177, "timeToFirstTokenMs": 22969, "firstTurnTtftMs": 19594, "timeToFirstToolCallMs": 24205 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Copywriter" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 4, "byTool": { "read_files": 1, "write_file": 2, "read_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 37186, "filePath": "constrained-comms", "bytes": 663, "score": 8, "scoreMax": null, "signals": [ "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": "word band violated: 109 words, need ≥ 140 — the notice must be 140-220 words" }, { "atMs": 57409, "filePath": "constrained-comms", "bytes": 919, "score": 9, "scoreMax": null, "signals": [ "word-band", "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": null } ], "latest": { "filePath": "constrained-comms", "bytes": 919, "score": 9, "scoreMax": null, "signals": [ "word-band", "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:01:44.372Z] [trial] id=constrained-comms-qwen3-8-27b-q4-2026-10-28T21-01-44-369Z-f6cr scenario=constrained-comms model=qwen3.8-27b-q4", "[2026-10-28T21:01:44.372Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-01-44-369Z-f6cr", "[2026-10-28T21:01:44.372Z] [trial] trialHome=/tmp/gezel-eval-constrained-comms-unRFb8", "[2026-10-28T21:01:44.372Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:01:44.372Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:01:44.372Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:01:44.374Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:01:44.376Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-constrained-comms-unRFb8", "[2026-10-28T21:01:45.824Z] [trial] daemon spawned pid=339011 port=https://127.0.0.1:39289", "[2026-10-28T21:01:45.930Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:01:45.938Z] [trial] meester=ines", "[2026-10-28T21:01:45.938Z] [trial] running scenario setup hook", "[2026-10-28T21:01:46.118Z] [trial] scenario setup complete", "[2026-10-28T21:01:46.120Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:01:46.145Z] [poll] initial digests hard=910d98fd2231edd6 soft=53907d810bbd6bfa", "[2026-10-28T21:01:46.201Z] [poll] hard-progress: 910d98fd2231edd6 → 73ffd1f3f68bf659 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:02:11.482Z] [poll] hard-progress: 73ffd1f3f68bf659 → 4919a9c9e770dce7 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=16,stream=52) sniff=0/0B)", "[2026-10-28T21:02:21.626Z] [poll] hard-progress: 4919a9c9e770dce7 → 3260c0a91c687b7a after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=36,stream=380) sniff=8/663B)", "[2026-10-28T21:02:31.720Z] [poll] hard-progress: 3260c0a91c687b7a → 6ae3795191182746 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=48,stream=419) sniff=8/663B)", "[2026-10-28T21:02:41.779Z] [poll] terminal: success=true reason=notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)", "[2026-10-28T21:02:42.248Z] [capture] dumped 1 session(s)", "[2026-10-28T21:02:42.250Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T21:02:42.276Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T21:02:44.948Z] [trial] daemon shut down", "[2026-10-28T21:02:44.950Z] [trial] PASS duration=60579ms reason=notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.05 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-01-44-369Z-f6cr/result.json", "sha256": "4aee7aaecee5e3eeeb3cb2484fc21f7360de192d448f35706b0dfd5fc50a8a55" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-01-44-369Z-f6cr/facts.json", "sha256": "2a4dda75157824faa522ef748d2b11389aecabb01bba54ef702420b23d9c241b" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-01-44-369Z-f6cr/metrics.json", "sha256": "de175c7a6d92996259b1f8964b300e2cb0f16c7a4185529bf995bd36f0ee250e" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "constrained-comms", "trialId": "constrained-comms-qwen3-8-27b-q4-2026-10-28T21-02-45-828Z-f4y3", "success": true, "nonModelFailure": false, "result": { "trialId": "constrained-comms-qwen3-8-27b-q4-2026-10-28T21-02-45-828Z-f4y3", "scenarioId": "constrained-comms", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T21:02:45.829Z", "finishedAt": "2026-10-28T21:03:46.424Z", "durationMs": 60595, "success": true, "reason": "notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-02-45-828Z-f4y3", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 12, "peakRssMb": 6398, "peakCpuPercent": 171.3, "firstAtMs": 0, "lastAtMs": 55815 }, "gpu": { "available": true, "sampleCount": 12, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 12, "peakUsedMb": 52949, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 20124, "totalOutputTokens": 520, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 2, "todayTokensIn": 8909, "todayTokensCached": 5313, "todayTokensOut": 445, "todayCost": 0, "totalTurns": 2, "totalTokensIn": 8909, "totalTokensCached": 5313, "totalTokensOut": 445, "totalCost": 0, "medianOutputTokensPerSec": 31.8, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.8, "turns": 2 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 5540, "cachedInputTokens": 5313, "outputTokens": 243, "cost": 0, "durationMs": 15508, "outputTokensPerSec": 32.82433460529891, "at": "2026-10-28T21:03:39.443Z" }, "lastUpdated": "2026-10-28T21:03:39.443Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, 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"totalTokensIn": 8909, "totalTokensCached": 5313, "totalTokensOut": 445, "totalCost": 0, "medianOutputTokensPerSec": 31.8, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.8, "turns": 2 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 5540, "cachedInputTokens": 5313, "outputTokens": 243, "cost": 0, "durationMs": 15508, "outputTokensPerSec": 32.82433460529891, "at": "2026-10-28T21:03:39.443Z" }, "lastUpdated": "2026-10-28T21:03:39.443Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:03:43.681Z" } }, "source": "engine-log" }, "derived": { "durationMs": 56382, "meanTokensPerSec": 32.29, "genTokensPerSec": 32.29, "genTokens": 520, "promptTokensPerSec": 816.82, "peakRssMb": 6398, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 8909, "output": 445 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:02:47.254Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:02:47.231Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "wren": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 4, "maxContextFill": 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support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)", "durationMs": 60595, "timeoutMs": 1200000, "budgetUsedFraction": 0.05049583333333333 }, "timing": { "startedAt": "2026-10-28T21:02:45.829Z", "finishedAt": "2026-10-28T21:03:46.424Z", "timeToFirstArtifactMs": 34881, "timeToLastArtifactWriteMs": 53614, "timeToFirstTokenMs": 22499, "firstTurnTtftMs": 19193, "timeToFirstToolCallMs": 23684 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Copywriter" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 4, "byTool": { "read_files": 1, "write_file": 2, "read_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 37130, "filePath": "constrained-comms", "bytes": 702, "score": 8, "scoreMax": null, "signals": [ "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": "word band violated: 120 words, need ≥ 140 — the notice must be 140-220 words" }, { "atMs": 57366, "filePath": "constrained-comms", "bytes": 909, "score": 9, "scoreMax": null, "signals": [ "word-band", "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": null } ], "latest": { "filePath": "constrained-comms", "bytes": 909, "score": 9, "scoreMax": null, "signals": [ "word-band", "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:02:45.830Z] [trial] id=constrained-comms-qwen3-8-27b-q4-2026-10-28T21-02-45-828Z-f4y3 scenario=constrained-comms model=qwen3.8-27b-q4", "[2026-10-28T21:02:45.830Z] [trial] trialHome=/tmp/gezel-eval-constrained-comms-v6kd5l", "[2026-10-28T21:02:45.830Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-02-45-828Z-f4y3", "[2026-10-28T21:02:45.830Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:02:45.830Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:02:45.830Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:02:45.831Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:02:45.832Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-constrained-comms-v6kd5l", "[2026-10-28T21:02:47.266Z] [trial] daemon spawned pid=340400 port=https://127.0.0.1:42359", "[2026-10-28T21:02:47.377Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:02:47.385Z] [trial] meester=senna", "[2026-10-28T21:02:47.385Z] [trial] running scenario setup hook", "[2026-10-28T21:02:47.561Z] [trial] scenario setup complete", "[2026-10-28T21:02:47.562Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:02:47.592Z] [poll] initial digests hard=9635157ad597db08 soft=0db17b8c43cdb566", "[2026-10-28T21:02:47.649Z] [poll] hard-progress: 9635157ad597db08 → 45f720ccbb7569e2 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:03:12.891Z] [poll] hard-progress: 45f720ccbb7569e2 → 6c720cbde9b5873d after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=16,stream=52) sniff=0/0B)", "[2026-10-28T21:03:23.019Z] [poll] hard-progress: 6c720cbde9b5873d → 6deaa437f14b6d9b after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=37,stream=400) sniff=8/702B)", "[2026-10-28T21:03:33.136Z] [poll] hard-progress: 6deaa437f14b6d9b → c4b82476026c3d60 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=49,stream=459) sniff=8/702B)", "[2026-10-28T21:03:43.195Z] [poll] terminal: success=true reason=notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)", "[2026-10-28T21:03:43.696Z] [capture] dumped 1 session(s)", "[2026-10-28T21:03:43.698Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T21:03:43.770Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T21:03:46.422Z] [trial] daemon shut down", "[2026-10-28T21:03:46.424Z] [trial] PASS duration=60595ms reason=notice satisfies the full constraint stack (signals: word-band, payment-data-disclosure, support-contact, service-credit, no-guarantee, no-never-again, no-100-secure, no-unhackable, grounded-facts)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "all signals, no failReason" }, "efficiency": { "score": 10, "why": "budget=0.05 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-02-45-828Z-f4y3/result.json", "sha256": "e90c54c11d0f8fdad0eacc54a0e9ed11c73409ce9e5e89cd2d98fe3708fbddb0" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-02-45-828Z-f4y3/facts.json", "sha256": "db155680f9355079b818226749735744b086ac7b0bc9049fb1363ccbe2c4870b" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-02-45-828Z-f4y3/metrics.json", "sha256": "5effe6353e08116b9d7a89f4782ea1cddb479ad66307b6abb18d28efe3a89b6b" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "constrained-comms", "trialId": "constrained-comms-qwen3-8-27b-q4-2026-10-28T21-03-47-292Z-cbd2", "success": false, "nonModelFailure": false, "result": { "trialId": "constrained-comms-qwen3-8-27b-q4-2026-10-28T21-03-47-292Z-cbd2", "scenarioId": "constrained-comms", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T21:03:47.293Z", "finishedAt": "2026-10-28T21:05:23.354Z", "durationMs": 96061, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on customer-notice.md; the same scenario failure stayed unchanged. Last failure: word band violated: 139 words, need ≥ 140 — the notice must be 140-220 words", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-03-47-292Z-cbd2", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "constrained-comms", "score": 8, "bytes": 834, "failReason": "word band violated: 139 words, need ≥ 140 — the notice must be 140-220 words" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 19, "peakRssMb": 8055, "peakCpuPercent": 172.9, "firstAtMs": 0, "lastAtMs": 91154 }, "gpu": { "available": true, "sampleCount": 19, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 19, "peakUsedMb": 55145, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 26791, "totalOutputTokens": 991, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 20885, "todayTokensCached": 11671, "todayTokensOut": 877, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 20885, "totalTokensCached": 11671, "totalTokensOut": 877, "totalCost": 0, "medianOutputTokensPerSec": 37.6, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 37.6, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 5355, "outputTokens": 224, "cost": 0, "durationMs": 28092, "outputTokensPerSec": 38.49302732469835, "at": "2026-10-28T21:05:17.952Z" }, "lastUpdated": "2026-10-28T21:05:17.952Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:05:20.568Z" } }, "source": "engine-log" }, "derived": { "durationMs": 91699, "meanTokensPerSec": 35.65, "genTokensPerSec": 35.65, "genTokens": 991, "promptTokensPerSec": 806.13, "peakRssMb": 8055, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 20885, "output": 877 } } } }, "facts": { "trialId": "constrained-comms-qwen3-8-27b-q4-2026-10-28T21-03-47-292Z-cbd2", "scenarioId": "constrained-comms", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-03-47-292Z-cbd2", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 19, "peakRssMb": 8055, "peakCpuPercent": 172.9, "firstAtMs": 0, "lastAtMs": 91154 }, "gpu": { "available": true, "sampleCount": 19, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 19, "peakUsedMb": 55145, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 26791, "totalOutputTokens": 991, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 20885, "todayTokensCached": 11671, "todayTokensOut": 877, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 20885, "totalTokensCached": 11671, "totalTokensOut": 877, "totalCost": 0, "medianOutputTokensPerSec": 37.6, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 37.6, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 5355, "outputTokens": 224, "cost": 0, "durationMs": 28092, "outputTokensPerSec": 38.49302732469835, "at": "2026-10-28T21:05:17.952Z" }, "lastUpdated": "2026-10-28T21:05:17.952Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:05:20.568Z" } }, "source": "engine-log" }, "derived": { "durationMs": 91699, "meanTokensPerSec": 35.65, "genTokensPerSec": 35.65, "genTokens": 991, "promptTokensPerSec": 806.13, "peakRssMb": 8055, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 20885, "output": 877 } } } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:03:48.857Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:03:48.813Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "wren": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 8, "maxContextFill": 0.024364471435546875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.024364471435546875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on customer-notice.md; the same scenario failure stayed unchanged. Last failure: word band violated: 139 words, need ≥ 140 — the notice must be 140-220 words", "durationMs": 96061, "timeoutMs": 1200000, "budgetUsedFraction": 0.08005083333333333 }, "timing": { "startedAt": "2026-10-28T21:03:47.293Z", "finishedAt": "2026-10-28T21:05:23.354Z", "timeToFirstArtifactMs": 35862, "timeToLastArtifactWriteMs": 90659, "timeToFirstTokenMs": 23053, "firstTurnTtftMs": 19659, "timeToFirstToolCallMs": 24380 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Copywriter" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 7, "byTool": { "read_files": 1, "write_file": 3, "read_file": 2, "replace_in_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 37142, "filePath": "constrained-comms", "bytes": 694, "score": 8, "scoreMax": null, "signals": [ "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": "word band violated: 113 words, need ≥ 140 — the notice must be 140-220 words" }, { "atMs": 52332, "filePath": "constrained-comms", "bytes": 693, "score": 8, "scoreMax": null, "signals": [ "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": "word band violated: 113 words, need ≥ 140 — the notice must be 140-220 words" }, { "atMs": 62496, "filePath": "constrained-comms", "bytes": 809, "score": 8, "scoreMax": null, "signals": [ "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": "word band violated: 134 words, need ≥ 140 — the notice must be 140-220 words" }, { "atMs": 92778, "filePath": "constrained-comms", "bytes": 834, "score": 8, "scoreMax": null, "signals": [ "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": "word band violated: 139 words, need ≥ 140 — the notice must be 140-220 words" } ], "latest": { "filePath": "constrained-comms", "bytes": 834, "score": 8, "scoreMax": null, "signals": [ "payment-data-disclosure", "support-contact", "service-credit", "no-guarantee", "no-never-again", "no-100-secure", "no-unhackable", "grounded-facts" ], "failReason": "word band violated: 139 words, need ≥ 140 — the notice must be 140-220 words" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:03:47.294Z] [trial] id=constrained-comms-qwen3-8-27b-q4-2026-10-28T21-03-47-292Z-cbd2 scenario=constrained-comms model=qwen3.8-27b-q4", "[2026-10-28T21:03:47.294Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-03-47-292Z-cbd2", "[2026-10-28T21:03:47.294Z] [trial] trialHome=/tmp/gezel-eval-constrained-comms-tNuDo0", "[2026-10-28T21:03:47.294Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:03:47.294Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:03:47.294Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:03:47.295Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:03:47.296Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-constrained-comms-tNuDo0", "[2026-10-28T21:03:48.834Z] [trial] daemon spawned pid=341408 port=https://127.0.0.1:43345", "[2026-10-28T21:03:48.938Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:03:48.943Z] [trial] meester=nadia", "[2026-10-28T21:03:48.943Z] [trial] running scenario setup hook", "[2026-10-28T21:03:49.109Z] [trial] scenario setup complete", "[2026-10-28T21:03:49.109Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:03:49.132Z] [poll] initial digests hard=3bd5d3cded555963 soft=6ab66900055491f4", "[2026-10-28T21:03:49.161Z] [poll] hard-progress: 3bd5d3cded555963 → 8a3b3d919704663f after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:04:14.393Z] [poll] hard-progress: 8a3b3d919704663f → 4525aeb58c766283 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=16,stream=74) sniff=0/0B)", "[2026-10-28T21:04:24.500Z] [poll] hard-progress: 4525aeb58c766283 → 8770b382b9b85307 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=38,stream=412) sniff=8/694B)", "[2026-10-28T21:04:34.614Z] [poll] hard-progress: 8770b382b9b85307 → 5d21d1139c5c7595 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=50,stream=471) sniff=8/694B)", "[2026-10-28T21:04:39.724Z] [poll] hard-progress: 5d21d1139c5c7595 → 0d941d917d80aa3a after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=4,slot=62,stream=766) sniff=8/693B)", "[2026-10-28T21:04:44.773Z] [poll] hard-progress: 0d941d917d80aa3a → fecabcfe90d52485 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=5,slot=73,stream=895) sniff=8/693B)", "[2026-10-28T21:04:49.863Z] [poll] hard-progress: fecabcfe90d52485 → 56747c87048bbcf6 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=6,slot=87,stream=1228) sniff=8/809B)", "[2026-10-28T21:05:20.083Z] [poll] terminal (scenario handoff): repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on customer-notice.md; the same scenario failure stayed unchanged. Last failure: word band violated: 139 words, need ≥ 140 — the notice must be 140-220 words", "[2026-10-28T21:05:20.575Z] [capture] dumped 1 session(s)", "[2026-10-28T21:05:20.576Z] [capture] snapshotted telemetry for 1 session(s)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 7.2, "compositeIgnoringProseFlag": 7.2, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 5, "why": "artifact exists, no graded max" }, "efficiency": { "score": 10, "why": "budget=0.08 calls=7" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/constrained-comms/constrained-comms-qwen3-8-27b-q4-2026-10-28T21-03-47-292Z-cbd2/result.json", "sha256": "a498bff9e1900ccfc550fcf93cc4cdfdd91a0f42d5c5d741b20bfbdf233499ee" }, "facts.json": { 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llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T01:58:33.766Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T01:58:33.767Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-ab-test-readout-fxNI1R", "[2026-10-29T01:58:35.300Z] [trial] daemon spawned pid=835197 port=https://127.0.0.1:46255", "[2026-10-29T01:58:35.391Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T01:58:35.398Z] [trial] meester=nadia", "[2026-10-29T01:58:35.398Z] [trial] running scenario setup hook", "[2026-10-29T01:58:35.599Z] [trial] scenario setup complete", "[2026-10-29T01:58:35.599Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T01:58:35.626Z] [poll] initial digests hard=04f6147828328ebb soft=30815aef5ea418eb", "[2026-10-29T01:58:35.685Z] [poll] hard-progress: 04f6147828328ebb → 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[poll] hard-progress: faa1e3838f489799 → 9c1ac2a19361434d after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=233,stream=3174) sniff=0/0B)", "[2026-10-29T02:01:12.893Z] [poll] hard-progress: 9c1ac2a19361434d → cb9894cfe6cd39c5 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=255,stream=3283) sniff=1/0B)", "[2026-10-29T02:03:04.836Z] [poll] hard-progress: cb9894cfe6cd39c5 → 8926b59ee937828f after 112s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=6,slot=511,stream=7282) sniff=1/0B)", "[2026-10-29T02:03:45.452Z] [poll] hard-progress: 8926b59ee937828f → c6a0e9f496f2c74b after 41s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=7,slot=577,stream=8923) sniff=1/0B)", "[2026-10-29T02:04:15.996Z] [poll] hard-progress: c6a0e9f496f2c74b → 4e173e5eebcd8c06 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=8,slot=654,stream=10672) sniff=11/482B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-ab-test-readout", "scoreAxes": { "safety": 7, "mapping": 8, "signals": 8, "containment": 9 }, "meanScore": 8, "justification": "The readout correctly applies the three-clause decision rule and traces every figure to data/stats.json with no new numbers introduced. 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"[2026-10-29T02:44:33.207Z] [trial] daemon spawned pid=922334 port=https://127.0.0.1:35893", "[2026-10-29T02:44:33.311Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T02:44:33.316Z] [trial] meester=nadia", "[2026-10-29T02:44:33.316Z] [trial] running scenario setup hook", "[2026-10-29T02:44:33.457Z] [trial] scenario setup complete", "[2026-10-29T02:44:33.457Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T02:44:33.472Z] [poll] initial digests hard=d25237d5ec2d8fb1 soft=f378f2a593ecd037", "[2026-10-29T02:44:33.513Z] [poll] hard-progress: d25237d5ec2d8fb1 → 2bba8634869e29fb after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-29T02:44:38.554Z] [poll] hard-progress: 2bba8634869e29fb → 349c849c930b1cc9 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-29T02:45:08.889Z] [poll] hard-progress: 349c849c930b1cc9 → c894066a94614f89 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=34,stream=225) sniff=1/0B)", "[2026-10-29T02:45:29.141Z] [poll] hard-progress: c894066a94614f89 → 71bfbd3c2b77fee0 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=88,stream=1240) sniff=1/0B)", "[2026-10-29T02:47:05.733Z] [poll] hard-progress: 71bfbd3c2b77fee0 → 042a218f001fe7e8 after 97s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=4,slot=278,stream=4476) sniff=1/0B)", "[2026-10-29T02:47:56.573Z] [poll] hard-progress: 042a218f001fe7e8 → 00bbfbe248353bcf after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=366,stream=6358) sniff=1/0B)", "[2026-10-29T02:48:37.222Z] [poll] hard-progress: 00bbfbe248353bcf → 2f7e9d0cb89d1d09 after 41s (workspaceProjects=3 sessions=1 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One H1 per slide with compact tables and bullets is DocBlocks-ready. 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llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T22:45:31.141Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T22:45:31.141Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-powerpoint-deck-DOuMCh", "[2026-10-28T22:45:32.674Z] [trial] daemon spawned pid=526618 port=https://127.0.0.1:38203", "[2026-10-28T22:45:32.776Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T22:45:32.781Z] [trial] meester=ulrike", "[2026-10-28T22:45:32.781Z] [trial] running scenario setup hook", "[2026-10-28T22:45:33.003Z] [trial] scenario setup complete", "[2026-10-28T22:45:33.003Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T22:45:33.026Z] [poll] initial digests hard=21e3f69cb7e41657 soft=6454a0e32cf4ca2b", "[2026-10-28T22:45:33.105Z] [poll] hard-progress: 21e3f69cb7e41657 → 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[poll] hard-progress: c420c1d18bb790b9 → 48c1cf6f111153fc after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=280,stream=3018) sniff=4/3183B)", "[2026-10-28T22:48:16.033Z] [poll] hard-progress: 48c1cf6f111153fc → 3dcc13058c3f590c after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=295,stream=3083) sniff=4/3183B)", "[2026-10-28T22:49:53.080Z] [poll] hard-progress: 3dcc13058c3f590c → 0a53af9903f4b756 after 97s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=2,tools=6,slot=519,stream=6420) sniff=6/3183B)", "[2026-10-28T22:50:08.359Z] [poll] hard-progress: 0a53af9903f4b756 → 2f844eaa6943eed2 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=8,slot=531,stream=6460) sniff=6/3183B)", "[2026-10-28T22:50:39.049Z] [poll] hard-progress: 2f844eaa6943eed2 → da81dc02bd22046c after 31s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=9,slot=571,stream=7253) sniff=6/3183B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-powerpoint-deck", "scoreAxes": { "source-acquisition": 7, "outline-parity": 5, "grounding": 8, "convertibility": 8 }, "meanScore": 7, "justification": "Deck cites source/brief.md on every slide and preserves exact metrics (18 SKUs, 18→6h, 14.2%→8.9%) without inventing percentages or owners the brief omits — good discipline. One H1 per slide with compact tables and bullets is DocBlocks-ready. 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Six H1s appear once each in logical order within the 6-8 target. All metrics (18 SKUs, 18→6 hrs, 14.2→8.9%) traced to brief; derived 5.3-pt drop is correctly flagged as computed. Inline '(source: source/brief.md)' tags are repetitive and would render as slide body text, slightly hurting clean DocBlocks conversion.", "durationMs": 18021 }, "craftbook": { "craftbookId": "powerpoint-deck", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 7, "activationEvents": 4, "completed": 4, "gateApprovals": 4, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "powerpoint-grounding-eval/1", "stepId": "research", "activatedAt": "2026-10-28T22:53:52.285Z", "completedAt": "2026-10-28T22:56:22.924Z", "ms": 150639, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "4c1e10c8-84d1-4cc8-9ce6-8d9b6d8f1458" ] }, { "ref": "powerpoint-grounding-eval/1", "stepId": "outline", "activatedAt": "2026-10-28T22:56:22.925Z", "completedAt": "2026-10-28T22:58:09.928Z", "ms": 107003, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "f0b53a43-2c74-4c0d-a653-e104a86037d7" ] }, { "ref": "powerpoint-grounding-eval/1", "stepId": "write", "activatedAt": "2026-10-28T22:58:09.928Z", "completedAt": "2026-10-28T22:59:05.986Z", "ms": 56058, "gateRejections": 0, "toolCalls": 6, "sessionIds": [ "07864146-2b7a-4a56-9904-ff1d69cddcdd" ] }, { "ref": "powerpoint-grounding-eval/1", "stepId": "review", "activatedAt": "2026-10-28T22:59:05.987Z", "completedAt": "2026-10-28T23:00:40.163Z", "ms": 94176, "gateRejections": 0, "toolCalls": 6, "sessionIds": [ "a10693b8-e119-4a8a-aa18-336695f8e511" ] }, { "ref": "powerpoint-grounding-eval/1", "stepId": "save", "activatedAt": "2026-10-28T23:00:40.163Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 10, "sessionIds": [ "de2226e6-f587-4e01-965a-f73969a56c06" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T22:53:51.919Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T22:53:51.898Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 100589.5 }, "sessions": { "total": 5, "taskScoped": 5, "byGezel": { "hamish": 1, "koa": 1, "sabrina": 1, "svanhildur": 1, "tushig": 1 }, "perTask": { "powerpoint-grounding-eval/1": 5 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.7142857142857143, "maxMessages": 2, "maxContextFill": 0.07497024536132812, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.07497024536132812 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 3, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-powerpoint-deck passed 21 deterministic craftbook checks", "durationMs": 503649, "timeoutMs": 2100000, "budgetUsedFraction": 0.23983285714285715 }, "timing": { "startedAt": "2026-10-28T22:53:50.441Z", "finishedAt": "2026-10-28T23:02:14.090Z", "timeToFirstArtifactMs": 152389, "timeToLastArtifactWriteMs": 493565, "timeToFirstTokenMs": 26296, "firstTurnTtftMs": 18143, "timeToFirstToolCallMs": 38139 }, "team": { "totalGezelsCreated": 10, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Researcher", "Planner", 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"signals": [], "failReason": "deliverables/d-day.pptx is 0 bytes, need ≥ 1000" }, { "atMs": 497146, "filePath": "craftbook-powerpoint-deck", "bytes": 4348, "score": 21, "scoreMax": 21, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-powerpoint-deck", "bytes": 4348, "score": 21, "scoreMax": 21, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T22:53:50.442Z] [trial] id=craftbook-powerpoint-deck-qwen3-8-27b-q4-2026-10-28T22-53-50-441Z-8rdo scenario=craftbook-powerpoint-deck model=qwen3.8-27b-q4", "[2026-10-28T22:53:50.442Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-powerpoint-deck/craftbook-powerpoint-deck-qwen3-8-27b-q4-2026-10-28T22-53-50-441Z-8rdo", "[2026-10-28T22:53:50.442Z] [trial] trialHome=/tmp/gezel-eval-craftbook-powerpoint-deck-A0cTnL", "[2026-10-28T22:53:50.442Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T22:53:50.442Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T22:53:50.443Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T22:53:50.443Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T22:53:50.444Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-powerpoint-deck-A0cTnL", "[2026-10-28T22:53:51.980Z] [trial] daemon spawned pid=534160 port=https://127.0.0.1:44253", "[2026-10-28T22:53:52.093Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T22:53:52.103Z] [trial] meester=sulien", "[2026-10-28T22:53:52.103Z] [trial] running scenario setup hook", "[2026-10-28T22:53:52.343Z] [trial] scenario setup complete", "[2026-10-28T22:53:52.343Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T22:53:52.360Z] [poll] initial digests hard=ef290d75205f7cc0 soft=0fa150bac631faf9", "[2026-10-28T22:53:52.423Z] [poll] hard-progress: ef290d75205f7cc0 → 3515c49f8d0297be after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-28T22:53:57.505Z] [poll] hard-progress: 3515c49f8d0297be → fa96e6d53eeb6d2e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-28T22:54:33.143Z] [poll] hard-progress: fa96e6d53eeb6d2e → d8015a2624373e4a after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=54,stream=402) sniff=2/0B)", "[2026-10-28T22:55:03.793Z] [poll] hard-progress: d8015a2624373e4a → 28a6c6298b89b5b1 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=136,stream=1101) sniff=2/0B)", "[2026-10-28T22:56:25.335Z] [poll] hard-progress: 28a6c6298b89b5b1 → 1763a6b5f96e5fed after 82s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=341,stream=3851) sniff=4/4348B)", "[2026-10-28T22:56:30.425Z] [poll] hard-progress: 1763a6b5f96e5fed → ef3b111d7da9e1c9 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=342,stream=3851) sniff=4/4348B)", "[2026-10-28T22:56:45.754Z] [poll] hard-progress: ef3b111d7da9e1c9 → 54297838782cd7e3 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=357,stream=3920) sniff=4/4348B)", "[2026-10-28T22:57:00.988Z] [poll] hard-progress: 54297838782cd7e3 → 8452253ff3d43d02 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=6,slot=364,stream=3974) sniff=4/4348B)", "[2026-10-28T22:58:12.543Z] [poll] hard-progress: 8452253ff3d43d02 → 1d7065f3ae742445 after 72s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=2,tools=7,slot=548,stream=6825) sniff=6/4348B)", "[2026-10-28T22:58:27.788Z] [poll] hard-progress: 1d7065f3ae742445 → a4414b85d1c51779 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=9,slot=560,stream=6865) sniff=6/4348B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-powerpoint-deck", "scoreAxes": { "source-acquisition": 8, "outline-parity": 7, "grounding": 9, "convertibility": 7 }, "meanScore": 7.8, "justification": "Source cited inline on every data point — strong acquisition signal. Six H1s appear once each in logical order within the 6-8 target. All metrics (18 SKUs, 18→6 hrs, 14.2→8.9%) traced to brief; derived 5.3-pt drop is correctly flagged as computed. 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off work)", "[2026-10-29T03:40:26.057Z] [poll] initial digests hard=97f8a4a104bc23f0 soft=9f2209421124b7ff", "[2026-10-29T03:40:26.112Z] [poll] hard-progress: 97f8a4a104bc23f0 → d8af2dd9f908b18a after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T03:40:31.176Z] [poll] hard-progress: d8af2dd9f908b18a → c1f0a5d6bee962a8 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-29T03:40:56.506Z] [poll] hard-progress: c1f0a5d6bee962a8 → 31140871f1dcb598 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=33,stream=166) sniff=2/0B)", "[2026-10-29T03:41:21.926Z] [poll] hard-progress: 31140871f1dcb598 → 78263735e1d275de after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=102,stream=1505) sniff=2/0B)", "[2026-10-29T03:41:26.984Z] [poll] hard-progress: 78263735e1d275de → 6a0196edd92a2c10 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=2,slot=102,stream=1505) sniff=2/0B)", "[2026-10-29T03:41:52.362Z] [poll] hard-progress: 6a0196edd92a2c10 → 56e8aff1c942ac73 after 25s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=148,stream=1851) sniff=2/0B)", "[2026-10-29T03:42:53.372Z] [poll] hard-progress: 56e8aff1c942ac73 → af81c93068001b2e after 61s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=6,slot=304,stream=3888) sniff=2/0B)", "[2026-10-29T03:42:58.458Z] [poll] hard-progress: af81c93068001b2e → 0e9c41e43b3d931a after 5s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=6,slot=305,stream=3888) sniff=2/0B)", "[2026-10-29T03:43:13.687Z] [poll] hard-progress: 0e9c41e43b3d931a → c7c9eba362e3c5c6 after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=9,slot=321,stream=3960) sniff=2/0B)", "[2026-10-29T03:43:54.421Z] [poll] hard-progress: c7c9eba362e3c5c6 → bfb803b8b8180eea after 41s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=10,slot=389,stream=5055) sniff=8/2182B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-research-to-document", "scoreAxes": { "grounding": 9, "structure": 9, "convertibility": 8 }, "meanScore": 8.7, "justification": "All metrics and actions trace directly to the brief with no invented figures. Structure is strong: title, executive summary, metrics table, findings, next actions, and source attribution are all present. Markdown is clean and conversion-ready; the only minor gap is no explicit heading hierarchy beyond H2, and the table uses `---` separators that most converters handle but could be more explicit for DOCX fidelity.", "durationMs": 4999 }, "tableReview": { "status": "judged", "rubricId": "craftbook-research-to-document" }, "fixedScore": { "composite": 9, "compositeIgnoringProseFlag": 9, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 14/14 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.17 calls=29" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-research-to-document/craftbook-research-to-document-qwen3-8-27b-q4-2026-10-29T03-40-24-309Z-ozy9/result.json", "sha256": "b0fda8dc983bafd069b2313ab9acc9c52882b4faea51b4468c91e484cb2033fe" }, "facts.json": { "path": 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"peakCpuPercent": 283.4, "firstAtMs": 0, "lastAtMs": 503217 }, "gpu": { "available": true, "sampleCount": 100, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 100, "peakUsedMb": 57179, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 41643, "totalOutputTokens": 10774, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 41603, "todayTokensCached": 39143, "todayTokensOut": 2030, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 41603, "totalTokensCached": 39143, "totalTokensOut": 2030, "totalCost": 0, "medianOutputTokensPerSec": 31.8, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.8, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 15912, "cachedInputTokens": 15015, "outputTokens": 545, "cost": 0, "durationMs": 143005, "outputTokensPerSec": 31.792087230006867, "at": 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"peakUsedMb": 57179, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 41643, "totalOutputTokens": 10774, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 41603, "todayTokensCached": 39143, "todayTokensOut": 2030, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 41603, "totalTokensCached": 39143, "totalTokensOut": 2030, "totalCost": 0, "medianOutputTokensPerSec": 31.8, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.8, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 15912, "cachedInputTokens": 15015, "outputTokens": 545, "cost": 0, "durationMs": 143005, "outputTokensPerSec": 31.792087230006867, "at": "2026-10-28T21:31:57.051Z" }, "lastUpdated": "2026-10-28T21:31:57.051Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, 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Hand-check arithmetic is correct and the sanity scenario validates. Minor deduction: only phase 1 is visible; phase 2 (index.html) completion cannot be confirmed from this artifact alone.", "durationMs": 20681 }, "craftbook": { "craftbookId": "spreadsheet-model", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 6, "activationEvents": 3, "completed": 3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "scope", "activatedAt": "2026-10-28T21:23:38.309Z", "completedAt": "2026-10-28T21:24:59.372Z", "ms": 81063, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "32d0c5c0-a9ca-4ae9-aeaf-2c37d4805293" ] }, { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "build", "activatedAt": "2026-10-28T21:24:59.372Z", "completedAt": "2026-10-28T21:29:30.779Z", "ms": 271407, "gateRejections": 0, "toolCalls": 12, "sessionIds": [ "4d3b3b83-3d5e-4a84-ac03-1980c0cf210c" ] }, { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "evaluate", "activatedAt": "2026-10-28T21:29:30.780Z", "completedAt": "2026-10-28T21:31:57.100Z", "ms": 146320, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "eb84b4b7-d4d0-4269-985b-0ab6fb7b0a9a" ] }, { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "finish", "activatedAt": "2026-10-28T21:31:57.101Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:23:38.096Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:23:38.069Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 146320 }, "sessions": { "total": 4, "taskScoped": 4, "byGezel": { 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"tasks": 3, "tasksWithReferences": 1, "items": 2, "citations": [ "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/ops-runbook" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-spreadsheet-model passed 6 deterministic craftbook checks", "durationMs": 509478, "timeoutMs": 1800000, "budgetUsedFraction": 0.2830433333333333 }, "timing": { "startedAt": "2026-10-28T21:23:36.650Z", "finishedAt": "2026-10-28T21:32:06.128Z", "timeToFirstArtifactMs": 82625, "timeToLastArtifactWriteMs": 500401, "timeToFirstTokenMs": 23517, "firstTurnTtftMs": 15275, "timeToFirstToolCallMs": 28697 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Planner", "Developer", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 19, "byTool": { "read_files": 1, "write_artifact": 3, "read_artifact": 2, "read_file": 4, "write_file": 1, 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runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-23-36-650Z-ykgj", "[2026-10-28T21:23:36.652Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:23:36.652Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:23:36.652Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:23:36.653Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:23:36.655Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-spreadsheet-model-L1Oj9T", "[2026-10-28T21:23:38.084Z] [trial] daemon spawned pid=360091 port=https://127.0.0.1:40273", "[2026-10-28T21:23:38.188Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:23:38.193Z] [trial] meester=torsten", "[2026-10-28T21:23:38.193Z] [trial] running scenario setup hook", "[2026-10-28T21:23:38.347Z] [trial] scenario setup complete", "[2026-10-28T21:23:38.348Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:23:38.361Z] [poll] initial digests hard=8c585a2d4eaf3415 soft=3099a29ea11d1b83", "[2026-10-28T21:23:38.412Z] [poll] hard-progress: 8c585a2d4eaf3415 → 9bafdbd39100c0ae after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-28T21:23:43.472Z] [poll] hard-progress: 9bafdbd39100c0ae → 00ba258dca5ef30f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-28T21:24:08.762Z] [poll] hard-progress: 00ba258dca5ef30f → 718daf67d00e61fb after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=29,stream=216) sniff=2/0B)", "[2026-10-28T21:24:59.517Z] [poll] hard-progress: 718daf67d00e61fb → abbef87b82b42af8 after 51s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=165,stream=2433) sniff=3/3125B)", "[2026-10-28T21:25:04.573Z] [poll] hard-progress: abbef87b82b42af8 → dff230bba392a1bf after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=2,slot=165,stream=2433) sniff=3/3125B)", "[2026-10-28T21:25:19.747Z] [poll] hard-progress: dff230bba392a1bf → a16da4f5ac309a50 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=5,slot=182,stream=2511) sniff=3/3125B)", "[2026-10-28T21:27:27.166Z] [poll] hard-progress: a16da4f5ac309a50 → 6ccf2e0d9f993de0 after 127s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=6,slot=519,stream=10274) sniff=5/3125B)", "[2026-10-28T21:27:37.302Z] [poll] hard-progress: 6ccf2e0d9f993de0 → b31b70a4c54f9cdb after 10s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=7,slot=544,stream=10483) sniff=5/3125B)", "[2026-10-28T21:28:48.382Z] [poll] hard-progress: b31b70a4c54f9cdb → a35d0b1f6581a013 after 71s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=11,slot=675,stream=12103) sniff=5/3125B)", "[2026-10-28T21:28:53.428Z] [poll] hard-progress: a35d0b1f6581a013 → fea8f79a1206eaea after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=12,slot=681,stream=12136) sniff=5/3125B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-spreadsheet-model", "scoreAxes": { "workflow fidelity": 8, "usefulness": 8 }, "meanScore": 8, "justification": "Phase 1 scope.md hits every declared craftbook element: purpose/question, labeled input drivers with defaults sourced from the provided CSVs, formula logic in words, time-axis/scenario note, acceptance-criteria checklist, and build notes for phase 2. Hand-check arithmetic is correct and the sanity scenario validates. Minor deduction: only phase 1 is visible; phase 2 (index.html) completion cannot be confirmed from this artifact alone.", "durationMs": 20681 }, "tableReview": { "status": "judged", "rubricId": "craftbook-spreadsheet-model" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.28 calls=19 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-23-36-650Z-ykgj/result.json", "sha256": "8859975ebf2a517749c57ddb5acfc2c49b121df8ad2a9010fca5e7029054887e" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-23-36-650Z-ykgj/facts.json", "sha256": "894dbbf58f9f58d3389c17705c1571ff47591325bdb8c15b1d7ef9c999edb719" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-23-36-650Z-ykgj/metrics.json", "sha256": "5481bfe803a5fe720ffecdad4a11463b49df039ac660a5f0f65d80072744a94b" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-23-36-650Z-ykgj/llm-judge.json", "sha256": "9ece6a1a26f89f1527155c2867fee6ccc4b558efc3d0d274f72500f5dd808739" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-spreadsheet-model", "trialId": "craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm", "scenarioId": "craftbook-spreadsheet-model", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T21:32:06.532Z", "finishedAt": "2026-10-28T21:55:30.637Z", "durationMs": 1404105, "success": true, "reason": "craftbook-spreadsheet-model passed 6 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 275, "peakRssMb": 9882, "peakCpuPercent": 176, "firstAtMs": 0, "lastAtMs": 1393966 }, "gpu": { "available": true, "sampleCount": 275, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 275, "peakUsedMb": 56295, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 45201, "totalOutputTokens": 35640, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 45153, "todayTokensCached": 43176, "todayTokensOut": 3687, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 45153, "totalTokensCached": 43176, "totalTokensOut": 3687, "totalCost": 0, "medianOutputTokensPerSec": 27, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 19239, "cachedInputTokens": 17833, "outputTokens": 1710, "cost": 0, "durationMs": 616719, "outputTokensPerSec": 26.962665511757937, "at": "2026-10-28T21:55:20.718Z" }, "lastUpdated": "2026-10-28T21:55:20.718Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:55:22.630Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1394523, "meanTokensPerSec": 30.45, "genTokensPerSec": 30.45, "genTokens": 35640, "promptTokensPerSec": 781.05, "peakRssMb": 9882, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 45153, "output": 3687 } } } }, "facts": { "trialId": "craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm", "scenarioId": "craftbook-spreadsheet-model", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": 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"peakUsedMb": 56295, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 45201, "totalOutputTokens": 35640, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 45153, "todayTokensCached": 43176, "todayTokensOut": 3687, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 45153, "totalTokensCached": 43176, "totalTokensOut": 3687, "totalCost": 0, "medianOutputTokensPerSec": 27, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 19239, "cachedInputTokens": 17833, "outputTokens": 1710, "cost": 0, "durationMs": 616719, "outputTokensPerSec": 26.962665511757937, "at": "2026-10-28T21:55:20.718Z" }, "lastUpdated": "2026-10-28T21:55:20.718Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:55:22.630Z" } }, "source": "engine-log" }, "derived": { "durationMs": 1394523, "meanTokensPerSec": 30.45, "genTokensPerSec": 30.45, "genTokens": 35640, "promptTokensPerSec": 781.05, "peakRssMb": 9882, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 45153, "output": 3687 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-spreadsheet-model", "scoreAxes": { "workflow fidelity": 8, "usefulness": 9 }, "meanScore": 8.5, "justification": "Phase 1 (Scope) is executed faithfully: purpose locked, all 10 drivers labeled with defaults/units, formula logic stated in words, time axis defined, and a concrete sanity scenario with correct math (4,760×0.65−1,500=1,594; ×12=19,128). Records.csv data is correctly grounded. Acceptance-criteria checklist mirrors the craftbook's quality bar. Score not 10 because only the scope artifact is presented for rating; index.html (Phase 2 gate) is not in evidence here.", "durationMs": 20129 }, "craftbook": { "craftbookId": "spreadsheet-model", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 6, "activationEvents": 3, "completed": 3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "scope", "activatedAt": "2026-10-28T21:32:08.317Z", "completedAt": "2026-10-28T21:33:49.512Z", "ms": 101195, "gateRejections": 0, "toolCalls": 3, "sessionIds": [ "ad742620-ff8c-406d-b880-4a07e5f1d2ee" ] }, { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "build", "activatedAt": "2026-10-28T21:33:49.512Z", "completedAt": "2026-10-28T21:44:58.534Z", "ms": 669022, "gateRejections": 0, "toolCalls": 8, "sessionIds": [ "d2a10dfb-fe95-4db2-9d63-c35478cd9de3" ] }, { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "evaluate", "activatedAt": "2026-10-28T21:44:58.535Z", "completedAt": "2026-10-28T21:55:20.755Z", "ms": 622220, "gateRejections": 0, "toolCalls": 9, "sessionIds": [ "005f9a39-fcfa-42e3-a7b8-a30736447b2c" ] }, { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "finish", "activatedAt": "2026-10-28T21:55:20.756Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:32:08.014Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:32:07.993Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 622220 }, "sessions": { "total": 3, "taskScoped": 3, "byGezel": { "alishba": 1, "otgonbayar": 1, "seda": 1 }, "perTask": { "spreadsheet-financial-model-workflow-eval/1": 3 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.5, "maxMessages": 2, "maxContextFill": 0.03116607666015625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.03116607666015625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 2, "citations": [ "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/ops-runbook" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-spreadsheet-model passed 6 deterministic craftbook checks", "durationMs": 1404105, "timeoutMs": 1800000, "budgetUsedFraction": 0.7800583333333333 }, "timing": { "startedAt": "2026-10-28T21:32:06.532Z", "finishedAt": "2026-10-28T21:55:30.637Z", "timeToFirstArtifactMs": 102943, "timeToLastArtifactWriteMs": 1394186, "timeToFirstTokenMs": 22485, "firstTurnTtftMs": 14326, "timeToFirstToolCallMs": 32384 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Planner", "Developer", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 20, "byTool": { "read_files": 1, "read_file": 6, "write_artifact": 4, "read_artifact": 2, "write_file": 1, "validate": 2, "write_task_note": 1, "advance_task_step": 1, "stat": 1, "read_task_notes": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/spreadsheet-financial-model-workflow-eval/index.html", "finalBytes": 13876, "growth": [] } ], "imageFiles": [], "otherFileCount": 7 }, "sniff": { "progression": [ { "atMs": 1876, "filePath": "craftbook-spreadsheet-model", "bytes": 0, "score": 1, "scoreMax": 6, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, source/brief.md, source/records.csv" }, { "atMs": 37294, "filePath": "craftbook-spreadsheet-model", "bytes": 0, "score": 2, "scoreMax": 6, "signals": [], "failReason": "task sourced from craftbook spreadsheet-model has not reached a terminal step" }, { "atMs": 103424, "filePath": "craftbook-spreadsheet-model", "bytes": 4108, "score": 3, "scoreMax": 6, "signals": [], "failReason": "task sourced from craftbook spreadsheet-model has not reached a terminal step" }, { "atMs": 413839, "filePath": "craftbook-spreadsheet-model", "bytes": 4108, "score": 5, "scoreMax": 6, "signals": [], "failReason": "task sourced from craftbook spreadsheet-model has not reached a terminal step" }, { "atMs": 1395638, "filePath": "craftbook-spreadsheet-model", "bytes": 4108, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-spreadsheet-model", "bytes": 4108, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:32:06.533Z] [trial] id=craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm scenario=craftbook-spreadsheet-model model=qwen3.8-27b-q4", "[2026-10-28T21:32:06.533Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm", "[2026-10-28T21:32:06.533Z] [trial] trialHome=/tmp/gezel-eval-craftbook-spreadsheet-model-fc8t8b", "[2026-10-28T21:32:06.533Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:32:06.533Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:32:06.534Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:32:06.534Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:32:06.535Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-spreadsheet-model-fc8t8b", "[2026-10-28T21:32:08.076Z] [trial] daemon spawned pid=412065 port=https://127.0.0.1:36813", "[2026-10-28T21:32:08.201Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:32:08.207Z] [trial] meester=ambrose", "[2026-10-28T21:32:08.207Z] [trial] running scenario setup hook", "[2026-10-28T21:32:08.375Z] [trial] scenario setup complete", "[2026-10-28T21:32:08.375Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:32:08.390Z] [poll] initial digests hard=53b315a9dc269116 soft=0e3726cef3f2a83d", "[2026-10-28T21:32:08.433Z] [poll] hard-progress: 53b315a9dc269116 → 3662c02407cd4044 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-28T21:32:13.487Z] [poll] hard-progress: 3662c02407cd4044 → 71450b913853c897 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-28T21:32:43.863Z] [poll] hard-progress: 71450b913853c897 → 51e9e6b7c0324be3 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=47,stream=378) sniff=2/0B)", "[2026-10-28T21:33:49.983Z] [poll] hard-progress: 51e9e6b7c0324be3 → b15743c97a2ec482 after 66s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=224,stream=3348) sniff=3/4108B)", "[2026-10-28T21:33:55.031Z] [poll] hard-progress: b15743c97a2ec482 → 6266275895f1f961 after 5s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=3,slot=224,stream=3348) sniff=3/4108B)", "[2026-10-28T21:34:15.322Z] [poll] hard-progress: 6266275895f1f961 → bb06b7ffe13472a8 after 20s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=6,slot=258,stream=3559) sniff=3/4108B)", "[2026-10-28T21:39:00.399Z] [poll] hard-progress: bb06b7ffe13472a8 → beb16dd2133dabdc after 285s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=7,slot=959,stream=15518) sniff=5/4108B)", "[2026-10-28T21:41:22.895Z] [poll] hard-progress: beb16dd2133dabdc → 86845d041e1a45a6 after 142s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=8,slot=1293,stream=19628) sniff=5/4108B)", "[2026-10-28T21:42:59.505Z] [poll] hard-progress: 86845d041e1a45a6 → d3af7ca863c4ad55 after 97s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=9,slot=1491,stream=21692) sniff=5/4108B)", "[2026-10-28T21:44:41.215Z] [poll] hard-progress: d3af7ca863c4ad55 → 815bb3ba196dfdd9 after 102s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=10,slot=1719,stream=24330) sniff=5/4108B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-spreadsheet-model", "scoreAxes": { "workflow fidelity": 8, "usefulness": 9 }, "meanScore": 8.5, "justification": "Phase 1 (Scope) is executed faithfully: purpose locked, all 10 drivers labeled with defaults/units, formula logic stated in words, time axis defined, and a concrete sanity scenario with correct math (4,760×0.65−1,500=1,594; ×12=19,128). Records.csv data is correctly grounded. Acceptance-criteria checklist mirrors the craftbook's quality bar. Score not 10 because only the scope artifact is presented for rating; index.html (Phase 2 gate) is not in evidence here.", "durationMs": 20129 }, "tableReview": { "status": "judged", "rubricId": "craftbook-spreadsheet-model" }, "fixedScore": { "composite": 9, "compositeIgnoringProseFlag": 9, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.78 calls=20" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm/result.json", "sha256": "b2d48f298fcf6a7c21a73ee9e22dbb7d4dd25a5477172d059f2117334e2265f7" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm/facts.json", "sha256": "449ab9c3138374b6149648243472f7978d0e8cf90b1d89979ce5f00d731a3814" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm/metrics.json", "sha256": "9bb2f8b0ba888875e2f4afbbb693e4c9a3a280fefeab92ee29e547620173acf4" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm/llm-judge.json", "sha256": "0afce2867fc1423885cc7186931496de0e1c58abb966e5fb307e52806d48a6c9" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-spreadsheet-model", "trialId": "craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5", "scenarioId": "craftbook-spreadsheet-model", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T21:55:31.318Z", "finishedAt": "2026-10-28T22:03:00.593Z", "durationMs": 449275, "success": true, "reason": "craftbook-spreadsheet-model passed 6 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 88, "peakRssMb": 6967, "peakCpuPercent": 248.4, "firstAtMs": 0, "lastAtMs": 442329 }, "gpu": { "available": true, "sampleCount": 88, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 88, "peakUsedMb": 53335, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 37556, "totalOutputTokens": 10154, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 37532, "todayTokensCached": 35876, "todayTokensOut": 2546, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 37532, "totalTokensCached": 35876, "totalTokensOut": 2546, "totalCost": 0, "medianOutputTokensPerSec": 28.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 28.3, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 17252, "cachedInputTokens": 17099, "outputTokens": 816, "cost": 0, "durationMs": 97855, "outputTokensPerSec": 27.350006523731615, "at": "2026-10-28T22:02:51.707Z" }, "lastUpdated": "2026-10-28T22:02:51.707Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T22:02:55.879Z" } }, "source": "engine-log" }, "derived": { "durationMs": 442884, "meanTokensPerSec": 31.44, "genTokensPerSec": 31.44, "genTokens": 10154, "promptTokensPerSec": 805.84, "peakRssMb": 6967, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 37532, "output": 2546 } } } }, "facts": { "trialId": "craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5", "scenarioId": "craftbook-spreadsheet-model", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 88, "peakRssMb": 6967, "peakCpuPercent": 248.4, "firstAtMs": 0, "lastAtMs": 442329 }, "gpu": { "available": true, "sampleCount": 88, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 88, "peakUsedMb": 53335, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 37556, "totalOutputTokens": 10154, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 3, "todayTokensIn": 37532, "todayTokensCached": 35876, "todayTokensOut": 2546, "todayCost": 0, "totalTurns": 3, "totalTokensIn": 37532, "totalTokensCached": 35876, "totalTokensOut": 2546, "totalCost": 0, "medianOutputTokensPerSec": 28.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 28.3, "turns": 3 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 17252, "cachedInputTokens": 17099, "outputTokens": 816, "cost": 0, "durationMs": 97855, "outputTokensPerSec": 27.350006523731615, "at": "2026-10-28T22:02:51.707Z" }, "lastUpdated": "2026-10-28T22:02:51.707Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T22:02:55.879Z" } }, "source": "engine-log" }, "derived": { "durationMs": 442884, "meanTokensPerSec": 31.44, "genTokensPerSec": 31.44, "genTokens": 10154, "promptTokensPerSec": 805.84, "peakRssMb": 6967, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 37532, "output": 2546 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-spreadsheet-model", "scoreAxes": { "workflow fidelity": 9, "usefulness": 9 }, "meanScore": 9, "justification": "Scope artifact faithfully follows the craftbook's phase-1 planner role: locks purpose, names all input drivers with units and defaults, documents calculation logic in words, defines a time axis and scenario columns, and provides a fully worked sanity-check with exact expected values including an honest negative ROI. Acceptance criteria checklist maps directly to phase-2 gate requirements. Minor gap: checkboxes are unchecked (phase 2 not yet complete), but that is correct for a scope-only deliverable.", "durationMs": 6378 }, "craftbook": { "craftbookId": "spreadsheet-model", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 6, "activationEvents": 3, "completed": 3, "gateApprovals": 3, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "scope", "activatedAt": "2026-10-28T21:55:33.263Z", "completedAt": "2026-10-28T21:57:01.754Z", "ms": 88491, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "08bed22a-a15f-4325-86b4-05bec067bfec" ] }, { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "build", "activatedAt": "2026-10-28T21:57:01.754Z", "completedAt": "2026-10-28T22:01:09.471Z", "ms": 247717, "gateRejections": 0, "toolCalls": 7, "sessionIds": [ "e47aa30b-65a0-45ae-b4e9-fb81782c7da1" ] }, { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "evaluate", "activatedAt": "2026-10-28T22:01:09.471Z", "completedAt": "2026-10-28T22:02:51.757Z", "ms": 102286, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "04442dfc-3e38-4670-8d6a-a51a9c11b82b" ] }, { "ref": "spreadsheet-financial-model-workflow-eval/1", "stepId": "finish", "activatedAt": "2026-10-28T22:02:51.758Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:55:32.977Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:55:32.942Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 102286 }, "sessions": { "total": 4, "taskScoped": 4, "byGezel": { "gael": 2, "jaime": 1, "nyambura": 1 }, "perTask": { "spreadsheet-financial-model-workflow-eval/1": 4 }, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0.6666666666666666, "maxMessages": 2, "maxContextFill": 0.030864715576171875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.030864715576171875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 2, "citations": [ "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/ops-runbook" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-spreadsheet-model passed 6 deterministic craftbook checks", "durationMs": 449275, "timeoutMs": 1800000, "budgetUsedFraction": 0.24959722222222222 }, "timing": { "startedAt": "2026-10-28T21:55:31.318Z", "finishedAt": "2026-10-28T22:03:00.593Z", "timeToFirstArtifactMs": 90377, "timeToLastArtifactWriteMs": 440389, "timeToFirstTokenMs": 23153, "firstTurnTtftMs": 14855, "timeToFirstToolCallMs": 30430 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Workflow Operator", "Planner", "Developer", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 13, "byTool": { "read_files": 1, "write_artifact": 2, "read_artifact": 2, "read_file": 4, "write_file": 1, "write_task_note": 1, "advance_task_step": 1, "validate": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [ { "path": "workspace/spreadsheet-financial-model-workflow-eval/index.html", "finalBytes": 16684, "growth": [] } ], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 2056, "filePath": "craftbook-spreadsheet-model", "bytes": 0, "score": 1, "scoreMax": 6, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: source/craftbook-eval-brief.md, source/brief.md, source/records.csv" }, { "atMs": 32442, "filePath": "craftbook-spreadsheet-model", "bytes": 0, "score": 2, "scoreMax": 6, "signals": [], "failReason": "task sourced from craftbook spreadsheet-model has not reached a terminal step" }, { "atMs": 93389, "filePath": "craftbook-spreadsheet-model", "bytes": 3745, "score": 3, "scoreMax": 6, "signals": [], "failReason": "task sourced from craftbook spreadsheet-model has not reached a terminal step" }, { "atMs": 296826, "filePath": "craftbook-spreadsheet-model", "bytes": 3745, "score": 5, "scoreMax": 6, "signals": [], "failReason": "task sourced from craftbook spreadsheet-model has not reached a terminal step" }, { "atMs": 444088, "filePath": "craftbook-spreadsheet-model", "bytes": 3745, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-spreadsheet-model", "bytes": 3745, "score": 6, "scoreMax": 6, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:55:31.319Z] [trial] id=craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5 scenario=craftbook-spreadsheet-model model=qwen3.8-27b-q4", "[2026-10-28T21:55:31.319Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5", "[2026-10-28T21:55:31.319Z] [trial] trialHome=/tmp/gezel-eval-craftbook-spreadsheet-model-VAQ7MR", "[2026-10-28T21:55:31.319Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:55:31.319Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:55:31.319Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:55:31.320Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:55:31.321Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-spreadsheet-model-VAQ7MR", "[2026-10-28T21:55:32.963Z] [trial] daemon spawned pid=434752 port=https://127.0.0.1:35181", "[2026-10-28T21:55:33.070Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:55:33.076Z] [trial] meester=torsten", "[2026-10-28T21:55:33.076Z] [trial] running scenario setup hook", "[2026-10-28T21:55:33.335Z] [trial] scenario setup complete", "[2026-10-28T21:55:33.335Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:55:33.353Z] [poll] initial digests hard=d6e4f372154f702e soft=ea335c0e9333e152", "[2026-10-28T21:55:33.398Z] [poll] hard-progress: d6e4f372154f702e → bb1ee71e1378c9ae after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-28T21:55:38.468Z] [poll] hard-progress: bb1ee71e1378c9ae → 1c0025349fe7d2c7 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=1/0B)", "[2026-10-28T21:56:03.805Z] [poll] hard-progress: 1c0025349fe7d2c7 → 8069fc385ed3b2e6 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=31,stream=239) sniff=2/0B)", "[2026-10-28T21:57:04.731Z] [poll] hard-progress: 8069fc385ed3b2e6 → 8d9b2715ca8d4b71 after 61s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=2,slot=187,stream=3033) sniff=3/3745B)", "[2026-10-28T21:57:19.912Z] [poll] hard-progress: 8d9b2715ca8d4b71 → 9a0997086aa507f5 after 15s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=6,slot=207,stream=3134) sniff=3/3745B)", "[2026-10-28T22:00:28.175Z] [poll] hard-progress: 9a0997086aa507f5 → c3eab2393958569d after 188s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=7,slot=651,stream=13766) sniff=5/3745B)", "[2026-10-28T22:00:53.526Z] [poll] hard-progress: c3eab2393958569d → 3cb8800ec9ff9817 after 25s (workspaceProjects=3 sessions=2 daemon[src=service-telemetry](turns=2,tools=8,slot=678,stream=14225) sniff=5/3745B)", "[2026-10-28T22:01:13.808Z] [poll] hard-progress: 3cb8800ec9ff9817 → 9fc9bc97e2f48f1c after 20s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=2,tools=9,slot=686,stream=14285) sniff=5/3745B)", "[2026-10-28T22:01:29.014Z] [poll] hard-progress: 9fc9bc97e2f48f1c → 9cb22e7a2cc5800a after 15s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=11,slot=702,stream=14358) sniff=5/3745B)", "[2026-10-28T22:02:24.934Z] [poll] hard-progress: 9cb22e7a2cc5800a → ac4372abd3c464fe after 56s (workspaceProjects=3 sessions=3 daemon[src=service-telemetry](turns=3,tools=12,slot=823,stream=15558) sniff=5/3745B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-spreadsheet-model", "scoreAxes": { "workflow fidelity": 9, "usefulness": 9 }, "meanScore": 9, "justification": "Scope artifact faithfully follows the craftbook's phase-1 planner role: locks purpose, names all input drivers with units and defaults, documents calculation logic in words, defines a time axis and scenario columns, and provides a fully worked sanity-check with exact expected values including an honest negative ROI. Acceptance criteria checklist maps directly to phase-2 gate requirements. Minor gap: checkboxes are unchecked (phase 2 not yet complete), but that is correct for a scope-only deliverable.", "durationMs": 6378 }, "tableReview": { "status": "judged", "rubricId": "craftbook-spreadsheet-model" }, "fixedScore": { "composite": 9.6, "compositeIgnoringProseFlag": 9.6, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 8, "why": "budget=0.25 calls=13 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5/result.json", "sha256": "71bccd235ab10ff15520c32d79f410f467baadf932d4f4010b6c27231848f8c4" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5/facts.json", "sha256": "aba8066594a8903a0ca995d579ad6c428afd34a00b7826fb00ad433cfab824e1" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5/metrics.json", "sha256": "d2aacad96ddc75c1d4836b71843659ba6c890238e8e5d4fa6233c06eeaaf4f10" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-spreadsheet-model/craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5/llm-judge.json", "sha256": "57f9359512de23c56efe2d672d514fb23ecab799dc66c0f78457a85f0a5586f6" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-week-plan", "trialId": "craftbook-week-plan-qwen3-8-27b-q4-2026-10-28T23-23-33-979Z-k7u5", "success": true, "nonModelFailure": false, "result": { "trialId": "craftbook-week-plan-qwen3-8-27b-q4-2026-10-28T23-23-33-979Z-k7u5", "scenarioId": "craftbook-week-plan", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T23:23:33.979Z", "finishedAt": "2026-10-29T00:04:52.855Z", "durationMs": 2478876, "success": true, "reason": "craftbook-week-plan passed 12 deterministic craftbook checks", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-28T23-23-33-979Z-k7u5", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 487, "peakRssMb": 14146, "peakCpuPercent": 262.9, "firstAtMs": 0, "lastAtMs": 2471273 }, "gpu": { "available": true, "sampleCount": 487, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 487, "peakUsedMb": 61299, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 195172, "totalOutputTokens": 46340, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 50277, "todayTokensCached": 40728, "todayTokensOut": 5495, "todayCost": 0, "totalTurns": 10, "totalTokensIn": 155848, "totalTokensCached": 104029, "totalTokensOut": 18232, "totalCost": 0, "medianOutputTokensPerSec": 27.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.7, "turns": 10 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 10095, "cachedInputTokens": 9388, "outputTokens": 1700, "cost": 0, "durationMs": 57299, "outputTokensPerSec": 34.345617339527436, "at": "2026-10-29T00:04:43.735Z" }, "lastUpdated": "2026-10-29T00:04:43.735Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T00:04:47.962Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2472334, "meanTokensPerSec": 26.19, "genTokensPerSec": 26.19, "genTokens": 46340, "promptTokensPerSec": 754.88, "peakRssMb": 14146, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 155848, "output": 18232 } } } }, "facts": { "trialId": "craftbook-week-plan-qwen3-8-27b-q4-2026-10-28T23-23-33-979Z-k7u5", "scenarioId": "craftbook-week-plan", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-28T23-23-33-979Z-k7u5", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 487, "peakRssMb": 14146, "peakCpuPercent": 262.9, "firstAtMs": 0, "lastAtMs": 2471273 }, "gpu": { "available": true, "sampleCount": 487, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 487, "peakUsedMb": 61299, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 195172, "totalOutputTokens": 46340, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 50277, "todayTokensCached": 40728, "todayTokensOut": 5495, "todayCost": 0, "totalTurns": 10, "totalTokensIn": 155848, "totalTokensCached": 104029, "totalTokensOut": 18232, "totalCost": 0, "medianOutputTokensPerSec": 27.7, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 27.7, "turns": 10 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 10095, "cachedInputTokens": 9388, "outputTokens": 1700, "cost": 0, "durationMs": 57299, "outputTokensPerSec": 34.345617339527436, "at": "2026-10-29T00:04:43.735Z" }, "lastUpdated": "2026-10-29T00:04:43.735Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-29T00:04:47.962Z" } }, "source": "engine-log" }, "derived": { "durationMs": 2472334, "meanTokensPerSec": 26.19, "genTokensPerSec": 26.19, "genTokens": 46340, "promptTokensPerSec": 754.88, "peakRssMb": 14146, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 155848, "output": 18232 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-week-plan", "scoreAxes": { "coverage": 9, "prioritization": 8, "conflict-handling": 9, "realism": 8 }, "meanScore": 8.5, "justification": "All eight events appear with correct times and attendees; three follow-ups land before their meetings; nothing invented. Focus blocks occupy genuine gaps — Wednesday's three-hour morning and Thursday's afternoon are the week's best stretches and get them. Tuesday's collision is named precisely, the fix is a single yes/no (move 1:1 to 11:15, fallback to Wed 09:00). Friday's retro-plus-all-hands fragmentation is acknowledged implicitly via the short 1.5h block but not called out as a low-output afternoon.", "durationMs": 22346 }, "craftbook": { "craftbookId": "week-plan", "tasksObserved": 3, "craftbookTasks": 1, "reachedTerminal": true, "verdict": "drove" }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 3 }, "steps": { "activated": 7, "activationEvents": 4, "completed": 5, "gateApprovals": 4, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "calendar-desk-week-plan-eval/1", "stepId": "scope", "activatedAt": "2026-10-28T23:23:35.881Z", "completedAt": "2026-10-28T23:38:32.360Z", "ms": 896479, "gateRejections": 0, "toolCalls": 60, "sessionIds": [ "9b5b0a17-fafc-4b64-bac5-9e215031dd2d" ] }, { "ref": "calendar-desk-week-plan-eval/1", "stepId": "plan", "activatedAt": "2026-10-28T23:38:32.361Z", "completedAt": "2026-10-28T23:50:45.545Z", "ms": 733184, "gateRejections": 0, "toolCalls": 1, "sessionIds": [ "9b5b0a17-fafc-4b64-bac5-9e215031dd2d" ] }, { "ref": "calendar-desk-week-plan-eval/1", "stepId": "report", "activatedAt": "2026-10-28T23:50:45.545Z", "completedAt": "2026-10-28T23:52:59.659Z", "ms": 134114, "gateRejections": 0, "toolCalls": 4, "sessionIds": [ "d55cc021-da50-4dee-a0a2-d392bb4294af" ] }, { "ref": "calendar-desk-week-plan-eval/1", "stepId": "evaluate", "activatedAt": "2026-10-28T23:52:59.660Z", "completedAt": "2026-10-28T23:58:29.750Z", "ms": 330090, "gateRejections": 0, "toolCalls": 5, "sessionIds": [ "8563dc44-f78b-4685-905f-4cc28a3ef437" ] }, { "ref": "calendar-desk-week-plan-eval/1", "stepId": "finish", "activatedAt": "2026-10-28T23:58:29.750Z", "completedAt": "2026-10-29T00:00:06.073Z", "ms": 96323, "gateRejections": 0, "toolCalls": 2, "sessionIds": [ "2baa5c47-75b8-453a-826a-83a79a9cba50" ] }, { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T23:23:35.597Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T23:23:35.551Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": 330090 }, "sessions": { "total": 9, "taskScoped": 4, "byGezel": { "ayza": 2, "bongi": 1, "fermin": 1, "meike": 2, "melvin": 1, "vanya": 2 }, "perTask": { "calendar-desk-week-plan-eval/1": 4 }, "reusedAcrossSteps": 1, "continuityReuses": 1, "continuityBreaks": 0, "sessionsPerStep": 0.5714285714285714, "maxMessages": 8, "maxContextFill": 0.106842041015625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.106842041015625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 3 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 1, "tasks": 3, "tasksWithReferences": 1, "items": 5, "citations": [ "knowledge://bendyline/handboek/craftbook/week-plan", "knowledge://bendyline/handboek/craftbook/weekly-menu-plan", "knowledge://bendyline/handboek/craftbooks-index", "knowledge://bendyline/handboek/craftbook/plan", "knowledge://bendyline/handboek/craftbook/onboarding-checklist" ], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "craftbook-week-plan passed 12 deterministic craftbook checks", "durationMs": 2478876, "timeoutMs": 2700000, "budgetUsedFraction": 0.9181022222222223 }, "timing": { "startedAt": "2026-10-28T23:23:33.979Z", "finishedAt": "2026-10-29T00:04:52.855Z", "timeToFirstArtifactMs": 898320, "timeToLastArtifactWriteMs": 2469756, "timeToFirstTokenMs": 31609, "firstTurnTtftMs": 23331, "timeToFirstToolCallMs": 36781 }, "team": { "totalGezelsCreated": 8, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner", "Copywriter", "Reviewer", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 87, "byTool": { "list_dir": 5, "read_file": 9, "list_artifacts": 5, "find_files": 10, "search": 5, "search_memory": 3, "list_memories": 1, "read_task_notes": 1, "list_documents": 1, "search_docs": 1, "read_document": 3, "write_task_note": 10, "set_task_status": 2, "search_documents": 1, "list_craftbooks": 1, "get_task": 1, "list_tasks": 1, "write_artifact": 8, "advance_task_step": 4, "save_memory": 1, "read_artifact": 6, "read_files": 1, "stat": 2, "copy_artifact_to_workspace": 1, "write_file": 3, "run_installed_script": 1 }, "redFlags": [ { "gezel": "meike", "tool": "(no write_file this turn)", "argsSummary": "content_chars=3720 h2_count=3 preview=\"I've scoped what I can, and I'm hitting a real blocker I need to surface before going further. ## What I confirmed **F…\"", "atTurn": 1, "pattern": "prose-as-deliverable", "explanation": "Emitted a long-form structured deliverable (H1 + H2 sections, ≥800 chars) as the assistant's chat content WITHOUT a write_file/write_artifact/append_to_file call in the same turn. Caller will see prose in chat but no file on disk; downstream gezels reading the asker's history won't find an addressable artifact. Symptom of the consultation-mode 'reply in chat' guidance overriding the deliverable shape — fix in the role's about.md (the Researcher template's 'deliverable IS a file' rule is the pattern) and use `ensure_gezel` + `message_gezel` with `expectedDeliverable: {kind:'file'}` for file deliverables." } ] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 10 }, "sniff": { "progression": [ { "atMs": 2008, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: followups.json" }, { "atMs": 37389, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "task sourced from craftbook week-plan has not reached a terminal step" }, { "atMs": 2097360, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is 0 bytes, need ≥ 1200" }, { "atMs": 2244606, "filePath": "craftbook-week-plan", "bytes": 4173, "score": 8, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is missing required content: the agenda-less vendor sync from the live calendar is in the plan — nothing in its 4173 bytes matches /Vendor sync/. Add that content." }, { "atMs": 2336211, "filePath": "craftbook-week-plan", "bytes": 5580, "score": 10, "scoreMax": 12, "signals": [], "failReason": "mock calendar: 0/1 authorized request(s) seen; writing about it does not count — actually call the service (run the probe script listed in mocks/services.md via run_installed_script, or use http.authed), then update the report from the response" }, { "atMs": 2412394, "filePath": "craftbook-week-plan", "bytes": 5268, "score": 9, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is missing required content: the agenda-less vendor sync from the live calendar is in the plan — nothing in its 5268 bytes matches /Vendor sync/. Add that content." }, { "atMs": 2422603, "filePath": "craftbook-week-plan", "bytes": 5268, "score": 11, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is missing required content: the agenda-less vendor sync from the live calendar is in the plan — nothing in its 5268 bytes matches /Vendor sync/. Add that content." }, { "atMs": 2473562, "filePath": "craftbook-week-plan", "bytes": 5202, "score": 12, "scoreMax": 12, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-week-plan", "bytes": 5202, "score": 12, "scoreMax": 12, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T23:23:33.981Z] [trial] id=craftbook-week-plan-qwen3-8-27b-q4-2026-10-28T23-23-33-979Z-k7u5 scenario=craftbook-week-plan model=qwen3.8-27b-q4", "[2026-10-28T23:23:33.981Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-28T23-23-33-979Z-k7u5", "[2026-10-28T23:23:33.981Z] [trial] trialHome=/tmp/gezel-eval-craftbook-week-plan-CNUBfB", "[2026-10-28T23:23:33.981Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T23:23:33.981Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T23:23:33.981Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T23:23:33.982Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T23:23:33.983Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-week-plan-CNUBfB", "[2026-10-28T23:23:35.597Z] [trial] daemon spawned pid=560308 port=https://127.0.0.1:38087", "[2026-10-28T23:23:35.699Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T23:23:35.707Z] [trial] meester=vanya", "[2026-10-28T23:23:35.707Z] [trial] running scenario setup hook", "[2026-10-28T23:23:35.947Z] [trial] scenario setup complete", "[2026-10-28T23:23:35.947Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T23:23:35.968Z] [poll] initial digests hard=ffcf417d55cd321f soft=d809e4dca7cb95c4", "[2026-10-28T23:23:36.007Z] [poll] hard-progress: ffcf417d55cd321f → 74386fdd13fed8b9 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T23:23:41.061Z] [poll] hard-progress: 74386fdd13fed8b9 → 3c018e7da919fa44 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T23:24:11.409Z] [poll] hard-progress: 3c018e7da919fa44 → 178a4bb2574d5bb5 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=27,stream=121) sniff=0/0B)", "[2026-10-28T23:24:16.488Z] [poll] hard-progress: 178a4bb2574d5bb5 → 39d0f23d127eb55e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=40,stream=224) sniff=0/0B)", "[2026-10-28T23:24:21.557Z] [poll] hard-progress: 39d0f23d127eb55e → 4ff025fca9fef2a5 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=52,stream=307) sniff=0/0B)", "[2026-10-28T23:24:31.675Z] [poll] hard-progress: 4ff025fca9fef2a5 → 7fed0e76a2a161a6 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=78,stream=498) sniff=0/0B)", "[2026-10-28T23:24:56.954Z] [poll] hard-progress: 7fed0e76a2a161a6 → a26d1545c9857e18 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=101,stream=648) sniff=0/0B)", "[2026-10-28T23:25:02.044Z] [poll] hard-progress: a26d1545c9857e18 → 775deecf5dba2697 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=115,stream=753) sniff=0/0B)", "[2026-10-28T23:25:07.121Z] [poll] hard-progress: 775deecf5dba2697 → 059dbb6385640fed after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=127,stream=850) sniff=0/0B)", "[2026-10-28T23:25:17.316Z] [poll] hard-progress: 059dbb6385640fed → 44dbb4c0be5147f9 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=154,stream=1049) sniff=0/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-week-plan", "scoreAxes": { "coverage": 9, "prioritization": 8, "conflict-handling": 9, "realism": 8 }, "meanScore": 8.5, "justification": "All eight events appear with correct times and attendees; three follow-ups land before their meetings; nothing invented. Focus blocks occupy genuine gaps — Wednesday's three-hour morning and Thursday's afternoon are the week's best stretches and get them. Tuesday's collision is named precisely, the fix is a single yes/no (move 1:1 to 11:15, fallback to Wed 09:00). Friday's retro-plus-all-hands fragmentation is acknowledged implicitly via the short 1.5h block but not called out as a low-output afternoon.", "durationMs": 22346 }, "tableReview": { "status": "judged", "rubricId": "craftbook-week-plan" }, "fixedScore": { "composite": 6.9, "compositeIgnoringProseFlag": 8.4, "band": "needs-tuning", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 12/12 (floor 5)" }, "efficiency": { "score": 2, "why": "budget=0.92 calls=87 (interpolated)" }, "behavior": { "score": 0, "why": "redFlags=prose-as-deliverable missing=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-28T23-23-33-979Z-k7u5/result.json", "sha256": "0898818b03fc3494451edbe574a08bd6b878bd5f57fe8156a1540788d3df6f59" }, "facts.json": { "path": 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Add that content." }, { "atMs": 1201583, "filePath": "craftbook-week-plan", "bytes": 4358, "score": 9, "scoreMax": 12, "signals": [], "failReason": "tasks/eval/report.md is missing required content: the agenda-less vendor sync from the live calendar is in the plan — nothing in its 4358 bytes matches /Vendor sync/. 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Add that content." }, { "atMs": 1354043, "filePath": "craftbook-week-plan", "bytes": 4424, "score": 10, "scoreMax": 12, "signals": [], "failReason": "mock calendar: 0/1 authorized request(s) seen; writing about it does not count — actually call the service (run the probe script listed in mocks/services.md via run_installed_script, or use http.authed), then update the report from the response" }, { "atMs": 1399631, "filePath": "craftbook-week-plan", "bytes": 4424, "score": 12, "scoreMax": 12, "signals": [], "failReason": null } ], "latest": { "filePath": "craftbook-week-plan", "bytes": 4424, "score": 12, "scoreMax": 12, "signals": [], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-29T00:04:53.147Z] [trial] id=craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-04-53-145Z-t4ff scenario=craftbook-week-plan model=qwen3.8-27b-q4", "[2026-10-29T00:04:53.147Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-04-53-145Z-t4ff", "[2026-10-29T00:04:53.147Z] [trial] trialHome=/tmp/gezel-eval-craftbook-week-plan-KjWaCE", "[2026-10-29T00:04:53.147Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T00:04:53.147Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T00:04:53.147Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T00:04:53.148Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T00:04:53.148Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-week-plan-KjWaCE", "[2026-10-29T00:04:54.631Z] [trial] daemon spawned pid=642966 port=https://127.0.0.1:38187", "[2026-10-29T00:04:54.733Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T00:04:54.739Z] [trial] meester=fenton", "[2026-10-29T00:04:54.739Z] [trial] running scenario setup hook", "[2026-10-29T00:04:54.993Z] [trial] scenario setup complete", "[2026-10-29T00:04:54.993Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T00:04:55.014Z] [poll] initial digests hard=ae816e675ae9ae9b soft=17ad86f0e8dd1efc", "[2026-10-29T00:04:55.065Z] [poll] hard-progress: ae816e675ae9ae9b → 2a5a4467aa529d39 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-29T00:05:00.112Z] [poll] hard-progress: 2a5a4467aa529d39 → 46c3783aad2af976 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-29T00:05:35.517Z] [poll] hard-progress: 46c3783aad2af976 → bef05b844aaaa492 after 35s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=39,stream=240) sniff=0/0B)", "[2026-10-29T00:05:45.634Z] [poll] hard-progress: bef05b844aaaa492 → 4693b42628710372 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=66,stream=456) sniff=0/0B)", "[2026-10-29T00:05:50.721Z] [poll] hard-progress: 4693b42628710372 → d1077c8c5af3a3d9 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=79,stream=548) sniff=0/0B)", "[2026-10-29T00:06:00.831Z] [poll] hard-progress: d1077c8c5af3a3d9 → 64cc4a77dff996e5 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=7,slot=99,stream=709) sniff=0/0B)", "[2026-10-29T00:06:26.122Z] [poll] hard-progress: 64cc4a77dff996e5 → 4da036eb06520b80 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=9,slot=125,stream=930) sniff=0/0B)", "[2026-10-29T00:06:36.298Z] [poll] hard-progress: 4da036eb06520b80 → a622edd3cff6f6ac after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=11,slot=149,stream=1146) sniff=0/0B)", "[2026-10-29T00:06:41.354Z] [poll] hard-progress: a622edd3cff6f6ac → 1e9a5c8d8b3ed148 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=160,stream=1243) sniff=0/0B)", "[2026-10-29T00:07:17.025Z] [poll] hard-progress: 1e9a5c8d8b3ed148 → 9d0b236838611c9c after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=237,stream=1818) sniff=0/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-week-plan", "scoreAxes": { "coverage": 9, "prioritization": 8, "conflict-handling": 9, "realism": 9 }, "meanScore": 8.8, "justification": "All 8 events and 3 follow-ups appear with sources cited; nothing invented. The Monday 3h block earns the week's heaviest work; due-date ordering holds across all three FUs. The Tuesday conflict is handled precisely — external locked at 10:30, internal moved to 14:00, one decision named. Realism is strong: Tuesday midday is honestly called buffer, Thursday claims no focus block, and no day is dressed up as light when it isn't.", "durationMs": 23049 }, "tableReview": { "status": "judged", "rubricId": "craftbook-week-plan" }, "fixedScore": { "composite": 9, "compositeIgnoringProseFlag": 9, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 12/12 (floor 5)" }, "efficiency": { "score": 5, "why": "budget=0.52 calls=65" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-04-53-145Z-t4ff/result.json", "sha256": "9aebed3d9d36f7bb04f35939dfe1570a3ba0a20fe6bcfe58345e0a87830e4fe4" }, "facts.json": { "path": 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the deliverable never closed", "durationMs": 5411493, "timeoutMs": 2700000, "budgetUsedFraction": 1 }, "timing": { "startedAt": "2026-10-29T00:28:18.792Z", "finishedAt": "2026-10-29T01:58:30.285Z", "timeToFirstArtifactMs": 1393437, "timeToLastArtifactWriteMs": 5160831, "timeToFirstTokenMs": 31531, "firstTurnTtftMs": 23346, "timeToFirstToolCallMs": 36445 }, "team": { "totalGezelsCreated": 7, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner", "Copywriter", "Reviewer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 139, "byTool": { "list_dir": 14, "read_file": 19, "find_files": 4, "search": 8, "list_artifacts": 8, "read_task_notes": 5, "read_artifact": 20, "search_memory": 3, "write_task_note": 19, "set_task_status": 4, "read_document": 2, "grep_files": 2, "get_task": 2, "list_tasks": 1, "read_files": 3, "write_artifact": 11, "advance_task_step": 1, "read_artifacts": 3, "ask_user_question": 6, "stat": 4 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 8 }, "sniff": { "progression": [ { "atMs": 1981, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "seeded workspace input(s) have not been read yet: followups.json" }, { "atMs": 37345, "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "task sourced from craftbook week-plan has not reached a terminal step" } ], "latest": { "filePath": "craftbook-week-plan", "bytes": 0, "score": 0, "scoreMax": 12, "signals": [], "failReason": "task sourced from craftbook week-plan has not reached a terminal step" } }, "autoAnswer": { "total": 5, "byKind": { "structured": 5, "inline": 0 }, "events": [ { "atMs": 4111686, "kind": "structured", "gezel": "andrius", "question": "The week plan meets every planning criterion (C2–C6) but C1 is blocked: the 8 ev…", "chose": "Paste the real probe output (or drop calendar.json into the workspace) so I can verify the 8 events against the live service, then re-grade C1 honestly" }, { "atMs": 4483080, "kind": "structured", "gezel": "andrius", "question": "Probe data still missing — how do you want to hand it over? I checked the works…", "chose": "I'll paste the raw /api/events JSON in my next message" }, { "atMs": 4498333, "kind": "structured", "gezel": "andrius", "question": "Ready when you are — paste the raw /api/events JSON in your next message and I'l…", "chose": "Pasting now — see my next message" }, { "atMs": 4544044, "kind": "structured", "gezel": "andrius", "question": "Waiting on the raw /api/events JSON — paste it as your next message. I can't gr…", "chose": "Pasting in my next message" }, { "atMs": 4604967, "kind": "structured", "gezel": "andrius", "question": "The button selection doesn't carry the JSON — how will you hand over the /api/ev…", "chose": "I'll paste the raw JSON as a plain chat message now" } ] }, "miscEvents": [ "[2026-10-29T00:28:18.792Z] [trial] id=craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-28-18-791Z-sat6 scenario=craftbook-week-plan model=qwen3.8-27b-q4", "[2026-10-29T00:28:18.792Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-28-18-791Z-sat6", "[2026-10-29T00:28:18.792Z] [trial] trialHome=/tmp/gezel-eval-craftbook-week-plan-lILyRJ", "[2026-10-29T00:28:18.792Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-29T00:28:18.792Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-29T00:28:18.793Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-29T00:28:18.793Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-29T00:28:18.793Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-craftbook-week-plan-lILyRJ", "[2026-10-29T00:28:20.394Z] [trial] daemon spawned pid=663371 port=https://127.0.0.1:42799", "[2026-10-29T00:28:20.499Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-29T00:28:20.506Z] [trial] meester=orion", "[2026-10-29T00:28:20.506Z] [trial] running scenario setup hook", "[2026-10-29T00:28:20.735Z] [trial] scenario setup complete", "[2026-10-29T00:28:20.736Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-29T00:28:20.757Z] [poll] initial digests hard=24a8875d8c7af5ec soft=3548ad616f6762f9", "[2026-10-29T00:28:20.798Z] [poll] hard-progress: 24a8875d8c7af5ec → 8b4c83b4ec78e832 after 0s (workspaceProjects=3 sessions=0 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-29T00:28:25.839Z] [poll] hard-progress: 8b4c83b4ec78e832 → 0862bf17025e6d2f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-29T00:28:56.167Z] [poll] hard-progress: 0862bf17025e6d2f → 66c41b186f266001 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=26,stream=112) sniff=0/0B)", "[2026-10-29T00:29:06.273Z] [poll] hard-progress: 66c41b186f266001 → b45ac70f7e2ae336 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=52,stream=322) sniff=0/0B)", "[2026-10-29T00:29:11.337Z] [poll] hard-progress: b45ac70f7e2ae336 → 29b845419ab642f4 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=6,slot=65,stream=427) sniff=0/0B)", "[2026-10-29T00:29:26.582Z] [poll] hard-progress: 29b845419ab642f4 → 23b561c3e4f2d8de after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=8,slot=100,stream=698) sniff=0/0B)", "[2026-10-29T00:29:31.682Z] [poll] hard-progress: 23b561c3e4f2d8de → 16802d850c2a47ad after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=10,slot=113,stream=801) sniff=0/0B)", "[2026-10-29T00:29:36.803Z] [poll] hard-progress: 16802d850c2a47ad → 750a9d302f56cd5c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=12,slot=127,stream=928) sniff=0/0B)", "[2026-10-29T00:30:12.308Z] [poll] hard-progress: 750a9d302f56cd5c → 82627675fae6cb83 after 36s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=13,slot=211,stream=1830) sniff=0/0B)", "[2026-10-29T00:30:58.088Z] [poll] hard-progress: 82627675fae6cb83 → d168d8d21b1b1ea0 after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=14,slot=295,stream=2746) sniff=0/0B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "craftbook-week-plan", "scoreAxes": { "coverage": 9, "prioritization": 9, "conflict-handling": 9, "realism": 9 }, "meanScore": 9, "justification": "All 8 events appear, 3 follow-ups placed on correct days, both agenda-less meetings flagged with prep scheduled a day prior. Tuesday conflict named precisely (11:00–11:30 overlap) with a single-decision fix. Thursday correctly identified as the roomy day; Tuesday honestly called tight with a short focus block. Minor gap: the Monday focus block lacks explicit time bounds.", "durationMs": 5303 }, "tableReview": { "status": "judged", "rubricId": "craftbook-week-plan" }, "fixedScore": { "composite": 0.8, "compositeIgnoringProseFlag": 0.8, "band": "framework-gap", "axes": { "completion": { "score": 0, "why": "failureMode=timeout; little output" }, "quality": { "score": 0, "why": "sniff 0/12" }, "efficiency": { "score": 0, "why": "budget=1.00 calls=139" }, "behavior": { "score": 5, "why": "autoAnswer=5" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-28-18-791Z-sat6/result.json", "sha256": "c455bb2565dee034fdf1f7c894b10dd60424f3cec953be974e0c8e305b7b9cbc" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-28-18-791Z-sat6/facts.json", "sha256": "a4d0ce6307436d7ae687bbe8a6b2dbe8c53f734a54af1fffcdc0f41d62deb6da" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-28-18-791Z-sat6/metrics.json", "sha256": "95be217e0100e13fc28c7456229e9e564083eb545bd3ffa7b5fe9a3e143a7010" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/craftbook-week-plan/craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-28-18-791Z-sat6/llm-judge.json", "sha256": "cb8ad34e49fe4244d754ebce390b0b698ef2524b54f42bc6dd20407723eec603" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "docblocks-theme-roundtrip", "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz", "success": false, "nonModelFailure": false, "result": { "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz", "scenarioId": "docblocks-theme-roundtrip", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T22:19:35.177Z", "finishedAt": "2026-10-28T22:23:19.351Z", "durationMs": 224174, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on theme-report.md; missing signals stayed unchanged: theme-id, fonts, palette, slide-count, compare-cited, docblocks-provenance. Last failure: infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "docblocks-theme-roundtrip", "score": 3, "bytes": 3039, "repairFilePath": "theme-report.md", "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 44, "peakRssMb": 6459, "peakCpuPercent": 178.3, "firstAtMs": 0, "lastAtMs": 218529 }, "gpu": { "available": true, "sampleCount": 44, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 44, "peakUsedMb": 52833, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 19210, "totalOutputTokens": 3906, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 39832, "todayTokensCached": 37004, "todayTokensOut": 3101, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 39832, "totalTokensCached": 37004, "totalTokensOut": 3101, "totalCost": 0, "medianOutputTokensPerSec": 30.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 30.1, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 10672, "cachedInputTokens": 9793, "outputTokens": 773, "cost": 0, "durationMs": 24358, "outputTokensPerSec": 38.8212442118254, "at": "2026-10-28T22:23:14.347Z" }, "lastUpdated": "2026-10-28T22:23:14.347Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T22:23:15.846Z" } }, "source": "engine-log" }, "derived": { "durationMs": 219096, "meanTokensPerSec": 28.83, "genTokensPerSec": 28.83, "genTokens": 3906, "promptTokensPerSec": 749.05, "peakRssMb": 6459, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 39832, "output": 3101 } } } }, "facts": { "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz", "scenarioId": "docblocks-theme-roundtrip", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 44, "peakRssMb": 6459, "peakCpuPercent": 178.3, "firstAtMs": 0, "lastAtMs": 218529 }, "gpu": { "available": true, "sampleCount": 44, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 44, "peakUsedMb": 52833, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 19210, "totalOutputTokens": 3906, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 39832, "todayTokensCached": 37004, "todayTokensOut": 3101, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 39832, "totalTokensCached": 37004, "totalTokensOut": 3101, "totalCost": 0, "medianOutputTokensPerSec": 30.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 30.1, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 10672, "cachedInputTokens": 9793, "outputTokens": 773, "cost": 0, "durationMs": 24358, "outputTokensPerSec": 38.8212442118254, "at": "2026-10-28T22:23:14.347Z" }, "lastUpdated": "2026-10-28T22:23:14.347Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, 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Candor is perfect: it states the blockage plainly, names each missing tool, and refuses to fabricate a similarity percentage. Usefulness is moderate: the recommendation to wire tools and re-run is actionable in principle, but gives no fallback path for Wieke this week if tool wiring isn't immediately possible.", "durationMs": 5401 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T22:19:36.675Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T22:19:36.650Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "wieke": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 10, "maxContextFill": 0.033161163330078125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.033161163330078125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on theme-report.md; missing signals stayed unchanged: theme-id, fonts, palette, slide-count, compare-cited, docblocks-provenance. Last failure: infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file", "durationMs": 224174, "timeoutMs": 1800000, "budgetUsedFraction": 0.12454111111111112 }, "timing": { "startedAt": "2026-10-28T22:19:35.177Z", "finishedAt": "2026-10-28T22:23:19.351Z", "timeToFirstArtifactMs": 118671, "timeToLastArtifactWriteMs": 219170, "timeToFirstTokenMs": 15857, "firstTurnTtftMs": 12361, "timeToFirstToolCallMs": 17147 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Copywriter" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 9, "byTool": { "list_dir": 1, "read_file": 4, "write_file": 4 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 5 }, "sniff": { "progression": [ { "atMs": 128585, "filePath": "docblocks-theme", "bytes": 2581, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" }, { "atMs": 169280, "filePath": "docblocks-theme", "bytes": 3039, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" }, { "atMs": 194729, "filePath": "docblocks-theme", "bytes": 3039, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" }, { "atMs": 220173, "filePath": "docblocks-theme", "bytes": 3039, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" } ], "latest": { "filePath": "docblocks-theme", "bytes": 3039, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T22:19:35.178Z] [trial] id=docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz scenario=docblocks-theme-roundtrip model=qwen3.8-27b-q4", "[2026-10-28T22:19:35.178Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz", "[2026-10-28T22:19:35.178Z] [trial] trialHome=/tmp/gezel-eval-docblocks-theme-roundtrip-WvfChz", "[2026-10-28T22:19:35.178Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T22:19:35.178Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T22:19:35.179Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T22:19:35.180Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T22:19:35.181Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-docblocks-theme-roundtrip-WvfChz", "[2026-10-28T22:19:36.718Z] [trial] daemon spawned pid=456323 port=https://127.0.0.1:33299", "[2026-10-28T22:19:36.828Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T22:19:36.833Z] [trial] meester=linnea", "[2026-10-28T22:19:36.834Z] [trial] running scenario setup hook", "[2026-10-28T22:19:36.980Z] [trial] scenario setup complete", "[2026-10-28T22:19:36.980Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T22:19:37.004Z] [poll] initial digests hard=69c7985e4af14000 soft=9f2863103541d386", "[2026-10-28T22:19:37.058Z] [poll] hard-progress: 69c7985e4af14000 → 56e1408bed7cd746 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T22:19:57.249Z] [poll] hard-progress: 56e1408bed7cd746 → 6535b9f7e221102a after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=25,stream=114) sniff=0/0B)", "[2026-10-28T22:21:38.726Z] [poll] hard-progress: 6535b9f7e221102a → 0d9b0c6cbbc166c5 after 101s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=191,stream=2046) sniff=0/0B)", "[2026-10-28T22:21:43.832Z] [poll] hard-progress: 0d9b0c6cbbc166c5 → aa27a5f6097157e5 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=3,slot=195,stream=2080) sniff=3/2581B)", "[2026-10-28T22:21:53.933Z] [poll] hard-progress: aa27a5f6097157e5 → a9e455cd572b9bce after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=4,slot=206,stream=2096) sniff=3/2581B)", "[2026-10-28T22:22:24.531Z] [poll] hard-progress: a9e455cd572b9bce → 91dea51e424a75a6 after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=5,slot=275,stream=3570) sniff=3/3039B)", "[2026-10-28T22:22:29.603Z] [poll] hard-progress: 91dea51e424a75a6 → 1bed00e0dacf8e59 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=6,slot=283,stream=3607) sniff=3/3039B)", "[2026-10-28T22:22:49.983Z] [poll] hard-progress: 1bed00e0dacf8e59 → 816c9b02bfb0192b after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=7,slot=334,stream=5060) sniff=3/3039B)", "[2026-10-28T22:22:55.037Z] [poll] hard-progress: 816c9b02bfb0192b → b06b93f6335c053c after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=8,slot=341,stream=5087) sniff=3/3039B)", "[2026-10-28T22:23:15.361Z] [poll] terminal (scenario handoff): repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on theme-report.md; missing signals stayed unchanged: theme-id, fonts, palette, slide-count, compare-cited, docblocks-provenance. Last failure: infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "docblocks-theme-roundtrip", "scoreAxes": { "grounding": 9, "candor": 10, "usefulness": 6 }, "meanScore": 8.3, "justification": "The agent invented no values — every field is explicitly marked 'not obtained' rather than guessed, which is exemplary grounding discipline. Candor is perfect: it states the blockage plainly, names each missing tool, and refuses to fabricate a similarity percentage. Usefulness is moderate: the recommendation to wire tools and re-run is actionable in principle, but gives no fallback path for Wieke this week if tool wiring isn't immediately possible.", "durationMs": 5401 }, "tableReview": { "status": "judged", "rubricId": "docblocks-theme-roundtrip" }, "fixedScore": { "composite": 6.7, "compositeIgnoringProseFlag": 6.7, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 3, "why": "sniff 3/9" }, "efficiency": { "score": 10, "why": "budget=0.12 calls=9" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz/result.json", "sha256": "edcb8923ea772fa5a80d163e0114d059e8d7402d66f1b0ca97443379a70d1601" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz/facts.json", "sha256": "e9a858665982d9ea6a53010b902042bd978e0899c63ad4870c834b06bf07038c" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz/metrics.json", "sha256": "a3872722e33abd34eccf545ab8238e93d370150a5880c99493c24bc317352069" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz/llm-judge.json", "sha256": "641b2d44b547aa53d34360a520e28a336e04843755f99647ef94ea178c3a124e" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "docblocks-theme-roundtrip", "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd", "success": false, "nonModelFailure": false, "result": { "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd", "scenarioId": "docblocks-theme-roundtrip", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T22:23:20.519Z", "finishedAt": "2026-10-28T22:27:04.027Z", "durationMs": 223508, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on theme-report.md; missing signals stayed unchanged: theme-id, fonts, palette, slide-count, compare-cited, docblocks-provenance. Last failure: infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "docblocks-theme-roundtrip", "score": 3, "bytes": 3087, "repairFilePath": "theme-report.md", "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 44, "peakRssMb": 6738, "peakCpuPercent": 277.6, "firstAtMs": 0, "lastAtMs": 218142 }, "gpu": { "available": true, "sampleCount": 44, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 44, "peakUsedMb": 53184, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 18720, "totalOutputTokens": 3537, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 38671, "todayTokensCached": 35751, "todayTokensOut": 2750, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 38671, "totalTokensCached": 35751, "totalTokensOut": 2750, "totalCost": 0, "medianOutputTokensPerSec": 30, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 30, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 10583, "cachedInputTokens": 9597, "outputTokens": 784, "cost": 0, "durationMs": 24939, "outputTokensPerSec": 38.89401514988948, "at": "2026-10-28T22:26:59.901Z" }, "lastUpdated": "2026-10-28T22:26:59.901Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T22:27:00.793Z" } }, "source": "engine-log" }, "derived": { "durationMs": 218707, "meanTokensPerSec": 30.68, "genTokensPerSec": 30.68, "genTokens": 3537, "promptTokensPerSec": 734.06, "peakRssMb": 6738, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 38671, "output": 2750 } } } }, "facts": { "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd", "scenarioId": "docblocks-theme-roundtrip", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 44, "peakRssMb": 6738, "peakCpuPercent": 277.6, "firstAtMs": 0, "lastAtMs": 218142 }, "gpu": { "available": true, "sampleCount": 44, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 44, "peakUsedMb": 53184, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 18720, "totalOutputTokens": 3537, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 5, "todayTokensIn": 38671, "todayTokensCached": 35751, "todayTokensOut": 2750, "todayCost": 0, "totalTurns": 5, "totalTokensIn": 38671, "totalTokensCached": 35751, "totalTokensOut": 2750, "totalCost": 0, "medianOutputTokensPerSec": 30, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 30, "turns": 5 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 10583, "cachedInputTokens": 9597, "outputTokens": 784, "cost": 0, "durationMs": 24939, "outputTokensPerSec": 38.89401514988948, "at": "2026-10-28T22:26:59.901Z" }, "lastUpdated": "2026-10-28T22:26:59.901Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T22:27:00.793Z" } }, "source": "engine-log" }, "derived": { "durationMs": 218707, "meanTokensPerSec": 30.68, "genTokensPerSec": 30.68, "genTokens": 3537, "promptTokensPerSec": 734.06, "peakRssMb": 6738, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 38671, "output": 2750 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "docblocks-theme-roundtrip", "scoreAxes": { "grounding": 10, "candor": 10, "usefulness": 6 }, "meanScore": 8.7, "justification": "No fabricated values anywhere — every required field is explicitly marked PENDING with the exact tool call needed to fill it. Differences are stated plainly: the report acknowledges it cannot compare yet and explains why. Usefulness is partial: the recommendation is actionable (wire the tools, run in order, replace markers) but the report delivers no finished decision since it correctly refuses to proceed without tool output.", "durationMs": 5444 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T22:23:22.023Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T22:23:21.992Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "wieke": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 10, "maxContextFill": 0.032024383544921875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.032024383544921875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on theme-report.md; missing signals stayed unchanged: theme-id, fonts, palette, slide-count, compare-cited, docblocks-provenance. Last failure: infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file", "durationMs": 223508, "timeoutMs": 1800000, "budgetUsedFraction": 0.12417111111111111 }, "timing": { "startedAt": "2026-10-28T22:23:20.519Z", "finishedAt": "2026-10-28T22:27:04.027Z", "timeToFirstArtifactMs": 114619, "timeToLastArtifactWriteMs": 219382, "timeToFirstTokenMs": 15799, "firstTurnTtftMs": 12346, "timeToFirstToolCallMs": 16338 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Copywriter" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 9, "byTool": { "list_dir": 1, "read_file": 4, "write_file": 4 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 5 }, "sniff": { "progression": [ { "atMs": 123244, "filePath": "docblocks-theme", "bytes": 2538, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" }, { "atMs": 163877, "filePath": "docblocks-theme", "bytes": 3073, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" }, { "atMs": 194385, "filePath": "docblocks-theme", "bytes": 3087, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" }, { "atMs": 219781, "filePath": "docblocks-theme", "bytes": 3087, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" } ], "latest": { "filePath": "docblocks-theme", "bytes": 3087, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T22:23:20.520Z] [trial] id=docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd scenario=docblocks-theme-roundtrip model=qwen3.8-27b-q4", "[2026-10-28T22:23:20.520Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd", "[2026-10-28T22:23:20.520Z] [trial] trialHome=/tmp/gezel-eval-docblocks-theme-roundtrip-VI4rkg", "[2026-10-28T22:23:20.520Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T22:23:20.520Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T22:23:20.520Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T22:23:20.521Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T22:23:20.521Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-docblocks-theme-roundtrip-VI4rkg", "[2026-10-28T22:23:22.056Z] [trial] daemon spawned pid=459831 port=https://127.0.0.1:33285", "[2026-10-28T22:23:22.152Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T22:23:22.159Z] [trial] meester=imara", "[2026-10-28T22:23:22.159Z] [trial] running scenario setup hook", "[2026-10-28T22:23:22.329Z] [trial] scenario setup complete", "[2026-10-28T22:23:22.329Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T22:23:22.349Z] [poll] initial digests hard=fd96fe8f42dbfa59 soft=05cc5ca922dc71c2", "[2026-10-28T22:23:22.379Z] [poll] hard-progress: fd96fe8f42dbfa59 → 158e7d9ecc11e00f after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T22:23:37.509Z] [poll] hard-progress: 158e7d9ecc11e00f → d576c87d7212ce74 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=12,stream=17) sniff=0/0B)", "[2026-10-28T22:24:53.326Z] [poll] hard-progress: d576c87d7212ce74 → f03b0ee35edd6f6c after 76s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=2,slot=63,stream=397) sniff=0/0B)", "[2026-10-28T22:25:18.743Z] [poll] hard-progress: f03b0ee35edd6f6c → 84dbce1db56acd07 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=3,slot=132,stream=1594) sniff=0/0B)", "[2026-10-28T22:25:23.821Z] [poll] hard-progress: 84dbce1db56acd07 → 10af019af15aadd1 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=3,slot=138,stream=1632) sniff=3/2538B)", "[2026-10-28T22:25:33.909Z] [poll] hard-progress: 10af019af15aadd1 → ce91a155e38008af after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=4,slot=149,stream=1648) sniff=3/2538B)", "[2026-10-28T22:26:04.458Z] [poll] hard-progress: ce91a155e38008af → ba6468227fcb305b after 31s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=5,slot=219,stream=3090) sniff=3/3073B)", "[2026-10-28T22:26:09.497Z] [poll] hard-progress: ba6468227fcb305b → 4e49ba01f58b7b3e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=6,slot=226,stream=3117) sniff=3/3073B)", "[2026-10-28T22:26:34.963Z] [poll] hard-progress: 4e49ba01f58b7b3e → 311a7bf47edcbc1b after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=7,slot=282,stream=4554) sniff=3/3087B)", "[2026-10-28T22:26:40.015Z] [poll] hard-progress: 311a7bf47edcbc1b → fe37fbd6632ec48e after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=8,slot=288,stream=4573) sniff=3/3087B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "docblocks-theme-roundtrip", "scoreAxes": { "grounding": 10, "candor": 10, "usefulness": 6 }, "meanScore": 8.7, "justification": "No fabricated values anywhere — every required field is explicitly marked PENDING with the exact tool call needed to fill it. Differences are stated plainly: the report acknowledges it cannot compare yet and explains why. Usefulness is partial: the recommendation is actionable (wire the tools, run in order, replace markers) but the report delivers no finished decision since it correctly refuses to proceed without tool output.", "durationMs": 5444 }, "tableReview": { "status": "judged", "rubricId": "docblocks-theme-roundtrip" }, "fixedScore": { "composite": 6.7, "compositeIgnoringProseFlag": 6.7, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 3, "why": "sniff 3/9" }, "efficiency": { "score": 10, "why": "budget=0.12 calls=9" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd/result.json", "sha256": "460cf627a0fb45a149a5f78883344a96c654daecea7310663078f84822e5efbd" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd/facts.json", "sha256": "b494c8a85f0eac375f4811c702f72ab7f33df2336cea2f595bdc995f55fa802f" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd/metrics.json", "sha256": "ac7bcbb6686990d83e446eb89aefe11f8a836902bacafd7aecbb5d18c2cc1228" }, "llm-judge.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd/llm-judge.json", "sha256": "392391b650bfaaba1a3a49285d9c80ab748233b66cc7c7f77553ac57b98507ef" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "docblocks-theme-roundtrip", "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-27-04-485Z-pbn8", "success": false, "nonModelFailure": false, "result": { "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-27-04-485Z-pbn8", "scenarioId": "docblocks-theme-roundtrip", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T22:27:04.486Z", "finishedAt": "2026-10-28T22:31:24.977Z", "durationMs": 260491, "success": false, "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on theme-report.md; missing signals stayed unchanged: slide-count, compare-cited, docblocks-provenance. Last failure: infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-27-04-485Z-pbn8", "failureMode": "model-stuck", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" }, "finalSniff": { "key": "docblocks-theme-roundtrip", "score": 6, "bytes": 2670, "repairFilePath": "theme-report.md", "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" }, "failureClass": "model", "failureClassRule": "model-default" }, "metrics": { "process": { "sampleCount": 51, "peakRssMb": 7819, "peakCpuPercent": 176, "firstAtMs": 0, "lastAtMs": 253795 }, "gpu": { "available": true, "sampleCount": 51, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 51, "peakUsedMb": 54301, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 23174, "totalOutputTokens": 4596, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 73754, "todayTokensCached": 69382, "todayTokensOut": 3961, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 73754, "totalTokensCached": 69382, "totalTokensOut": 3961, "totalCost": 0, "medianOutputTokensPerSec": 36.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.1, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 13240, "cachedInputTokens": 12522, "outputTokens": 644, "cost": 0, "durationMs": 21171, "outputTokensPerSec": 37.607927587368394, "at": "2026-10-28T22:31:15.773Z" }, "lastUpdated": "2026-10-28T22:31:15.773Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T22:31:20.406Z" } }, "source": "engine-log" }, "derived": { "durationMs": 254347, "meanTokensPerSec": 32.47, "genTokensPerSec": 32.47, "genTokens": 4596, "promptTokensPerSec": 719, "peakRssMb": 7819, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 73754, "output": 3961 } } } }, "facts": { "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-27-04-485Z-pbn8", "scenarioId": "docblocks-theme-roundtrip", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-27-04-485Z-pbn8", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 51, "peakRssMb": 7819, "peakCpuPercent": 176, "firstAtMs": 0, "lastAtMs": 253795 }, "gpu": { "available": true, "sampleCount": 51, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 51, "peakUsedMb": 54301, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 23174, "totalOutputTokens": 4596, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 8, "todayTokensIn": 73754, "todayTokensCached": 69382, "todayTokensOut": 3961, "todayCost": 0, "totalTurns": 8, "totalTokensIn": 73754, "totalTokensCached": 69382, "totalTokensOut": 3961, "totalCost": 0, "medianOutputTokensPerSec": 36.1, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 36.1, "turns": 8 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 13240, "cachedInputTokens": 12522, "outputTokens": 644, "cost": 0, "durationMs": 21171, "outputTokensPerSec": 37.607927587368394, "at": "2026-10-28T22:31:15.773Z" }, "lastUpdated": "2026-10-28T22:31:15.773Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, 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Candor is maximal: every missing step is named explicitly. Usefulness is good but not exceptional — the recommendation is a precise, ordered five-step sequence, though it cannot be acted on until the toolset is wired, which is outside the agent's control.", "durationMs": 5290 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T22:27:06.068Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T22:27:06.037Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "wieke": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 16, "maxContextFill": 0.04331207275390625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.04331207275390625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": false, "failureMode": "model-stuck", "reason": "repair-exhausted: bounded scenario feedback exhausted after 4 delivered-and-completed attempts on theme-report.md; missing signals stayed unchanged: slide-count, compare-cited, docblocks-provenance. Last failure: infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported", "durationMs": 260491, "timeoutMs": 1800000, "budgetUsedFraction": 0.14471722222222222 }, "timing": { "startedAt": "2026-10-28T22:27:04.486Z", "finishedAt": "2026-10-28T22:31:24.977Z", "timeToFirstArtifactMs": 108295, "timeToLastArtifactWriteMs": 251287, "timeToFirstTokenMs": 15746, "firstTurnTtftMs": 12310, "timeToFirstToolCallMs": 17041 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Copywriter" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 15, "byTool": { "list_dir": 1, "read_file": 7, "write_file": 7 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 5 }, "sniff": { "progression": [ { "atMs": 113193, "filePath": "docblocks-theme", "bytes": 1570, "score": 3, "scoreMax": 9, "signals": [ "ordered-sections", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite the exact theme id custom-brand-reference-pptx returned by infer_theme_from_file" }, { "atMs": 143651, "filePath": "docblocks-theme", "bytes": 2169, "score": 4, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: name both inferred fonts: Kelder Grotesk (heading) and Marne Text (body)" }, { "atMs": 163977, "filePath": "docblocks-theme", "bytes": 2305, "score": 5, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: cite both colors exactly: #2E5E4E primary and #F4F1EA background" }, { "atMs": 184277, "filePath": "docblocks-theme", "bytes": 2354, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" }, { "atMs": 204593, "filePath": "docblocks-theme", "bytes": 2354, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" }, { "atMs": 230027, "filePath": "docblocks-theme", "bytes": 2649, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" }, { "atMs": 255426, "filePath": "docblocks-theme", "bytes": 2670, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" } ], "latest": { "filePath": "docblocks-theme", "bytes": 2670, "score": 6, "scoreMax": 9, "signals": [ "ordered-sections", "theme-id", "fonts", "palette", "differences-not-whitewashed", "recommendation" ], "failReason": "infer_theme_from_file never succeeded; call it — describing the step does not count; also: save the themed deck to deliverables/quarterly-review.pptx so its slide count can be reported" } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T22:27:04.487Z] [trial] id=docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-27-04-485Z-pbn8 scenario=docblocks-theme-roundtrip model=qwen3.8-27b-q4", "[2026-10-28T22:27:04.487Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-27-04-485Z-pbn8", "[2026-10-28T22:27:04.487Z] [trial] trialHome=/tmp/gezel-eval-docblocks-theme-roundtrip-fTLCsK", "[2026-10-28T22:27:04.487Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T22:27:04.487Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T22:27:04.487Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T22:27:04.488Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T22:27:04.488Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-docblocks-theme-roundtrip-fTLCsK", "[2026-10-28T22:27:06.026Z] [trial] daemon spawned pid=463128 port=https://127.0.0.1:40513", "[2026-10-28T22:27:06.127Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T22:27:06.134Z] [trial] meester=dagny", "[2026-10-28T22:27:06.134Z] [trial] running scenario setup hook", "[2026-10-28T22:27:06.299Z] [trial] scenario setup complete", "[2026-10-28T22:27:06.299Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T22:27:06.323Z] [poll] initial digests hard=dc0c6d16b864ee4a soft=4d7f83d32915a6b8", "[2026-10-28T22:27:06.374Z] [poll] hard-progress: dc0c6d16b864ee4a → b5c3726c0aa7ab01 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T22:27:26.571Z] [poll] hard-progress: b5c3726c0aa7ab01 → 1745b01c6866b8ba after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=25,stream=125) sniff=0/0B)", "[2026-10-28T22:28:57.714Z] [poll] hard-progress: 1745b01c6866b8ba → 36b6b6321f601294 after 91s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=3,slot=122,stream=1204) sniff=3/1570B)", "[2026-10-28T22:29:07.814Z] [poll] hard-progress: 36b6b6321f601294 → 6c096d7562412aa3 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=4,slot=133,stream=1220) sniff=3/1570B)", "[2026-10-28T22:29:28.207Z] [poll] hard-progress: 6c096d7562412aa3 → 4fd48acc3ba164b3 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=5,slot=178,stream=2220) sniff=4/2169B)", "[2026-10-28T22:29:33.254Z] [poll] hard-progress: 4fd48acc3ba164b3 → 11e778380eb70b55 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=6,slot=188,stream=2317) sniff=4/2169B)", "[2026-10-28T22:29:48.505Z] [poll] hard-progress: 11e778380eb70b55 → 796682028d1ae23a after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=7,slot=224,stream=3296) sniff=5/2305B)", "[2026-10-28T22:29:53.584Z] [poll] hard-progress: 796682028d1ae23a → 19c8c0dedf53b35d after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=5,tools=8,slot=233,stream=3373) sniff=5/2305B)", "[2026-10-28T22:30:08.835Z] [poll] hard-progress: 19c8c0dedf53b35d → 2100a1688a715f03 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=9,slot=270,stream=4410) sniff=6/2354B)", "[2026-10-28T22:30:13.891Z] [poll] hard-progress: 2100a1688a715f03 → 7f2e9529646f1cd7 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=6,tools=10,slot=279,stream=4477) sniff=6/2354B)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "docblocks-theme-roundtrip", "scoreAxes": { "grounding": 9, "candor": 10, "usefulness": 7 }, "meanScore": 8.7, "justification": "The report scrupulously refuses to assert any fixture value as a tool result, clearly labeling each as 'not run' and distinguishing confirmed file existence from unconfirmed metrics. Candor is maximal: every missing step is named explicitly. Usefulness is good but not exceptional — the recommendation is a precise, ordered five-step sequence, though it cannot be acted on until the toolset is wired, which is outside the agent's control.", "durationMs": 5290 }, "tableReview": { "status": "judged", "rubricId": "docblocks-theme-roundtrip" }, "fixedScore": { "composite": 7.3, "compositeIgnoringProseFlag": 7.3, "band": "needs-tuning", "axes": { "completion": { "score": 6, "why": "failureMode=model-stuck; repair-exhausted: bounded scenario feedb" }, "quality": { "score": 7, "why": "sniff 6/9" }, "efficiency": { "score": 8, "why": "budget=0.14 calls=15 (interpolated)" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/docblocks-theme-roundtrip/docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-27-04-485Z-pbn8/result.json", "sha256": "fb984ee7d1f2394a8e0af53f78693a7fd4e43c757cece464c492de9876102fee" }, 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"trialId": "meeting-followup-qwen3-8-27b-q4-2026-10-28T21-16-06-326Z-jpne", "success": true, "nonModelFailure": false, "result": { "trialId": "meeting-followup-qwen3-8-27b-q4-2026-10-28T21-16-06-326Z-jpne", "scenarioId": "meeting-followup", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T21:16:06.327Z", "finishedAt": "2026-10-28T21:18:32.727Z", "durationMs": 146400, "success": true, "reason": "meeting brief and action register pass all reconciliation gates (ordered-sections, launch-decision, migration-decision, annual-plan-open, rollback-owner-open, legal-risk, stale-proposals-rejected, csv-header, four-actions, action-row-a1, action-row-a2, action-row-a3, action-row-a4)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/meeting-followup/meeting-followup-qwen3-8-27b-q4-2026-10-28T21-16-06-326Z-jpne", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 29, "peakRssMb": 4897, "peakCpuPercent": 171.6, "firstAtMs": 0, "lastAtMs": 141696 }, "gpu": { "available": true, "sampleCount": 29, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 29, "peakUsedMb": 51699, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 12203, "totalOutputTokens": 957, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 2823, "todayTokensCached": 0, "todayTokensOut": 495, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 2823, "totalTokensCached": 0, "totalTokensOut": 495, "totalCost": 0, "medianOutputTokensPerSec": 33, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 33, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 2823, "outputTokens": 495, "cost": 0, "durationMs": 37604, "outputTokensPerSec": 32.9597274831018, "at": "2026-10-28T21:16:47.094Z" }, "lastUpdated": "2026-10-28T21:16:47.094Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:18:30.099Z" } }, "source": "engine-log" }, "derived": { "durationMs": 142309, "meanTokensPerSec": 34.23, "genTokensPerSec": 34.23, "genTokens": 957, "promptTokensPerSec": 806.69, "peakRssMb": 4897, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 2823, "output": 495 } } } }, "facts": { "trialId": "meeting-followup-qwen3-8-27b-q4-2026-10-28T21-16-06-326Z-jpne", "scenarioId": "meeting-followup", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": 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124546 }, "usage": { "available": true, "totalInputTokens": 12203, "totalOutputTokens": 957, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 2823, "todayTokensCached": 0, "todayTokensOut": 495, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 2823, "totalTokensCached": 0, "totalTokensOut": 495, "totalCost": 0, "medianOutputTokensPerSec": 33, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 33, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 2823, "outputTokens": 495, "cost": 0, "durationMs": 37604, "outputTokensPerSec": 32.9597274831018, "at": "2026-10-28T21:16:47.094Z" }, "lastUpdated": "2026-10-28T21:16:47.094Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:18:30.099Z" } }, "source": "engine-log" }, "derived": { "durationMs": 142309, "meanTokensPerSec": 34.23, "genTokensPerSec": 34.23, "genTokens": 957, "promptTokensPerSec": 806.69, "peakRssMb": 4897, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 2823, "output": 495 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "meeting-followup", "scoreAxes": { "decisionClarity": 9, "grounding": 8, "actionability": 9, "brevity": 9 }, "meanScore": 8.8, "justification": "Decisions cleanly separated from open questions with explicit supersession of stale-agenda items. Action register is machine-readable with IDs, owners, dates, and dependencies. Risks are specific and tied to named items. Minor gap: rollback comms risk mentions 'Casey' from stale agenda without clarifying Casey's roster status. Otherwise polished and scannable.", "durationMs": 6025 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:16:07.732Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:16:07.712Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "noor": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 3, "maxContextFill": 0.028850555419921875, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.028850555419921875 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "meeting brief and action register pass all reconciliation gates (ordered-sections, launch-decision, migration-decision, annual-plan-open, rollback-owner-open, legal-risk, stale-proposals-rejected, csv-header, four-actions, action-row-a1, action-row-a2, action-row-a3, action-row-a4)", "durationMs": 146400, "timeoutMs": 1800000, "budgetUsedFraction": 0.08133333333333333 }, "timing": { "startedAt": "2026-10-28T21:16:06.327Z", "finishedAt": "2026-10-28T21:18:32.727Z", "timeToFirstArtifactMs": 40735, "timeToLastArtifactWriteMs": 140428, "timeToFirstTokenMs": 18143, "firstTurnTtftMs": 14980, "timeToFirstToolCallMs": 21804 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 5, "byTool": { "read_file": 3, "write_file": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 143278, "filePath": "meeting-followup", "bytes": 1902, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "launch-decision", "migration-decision", "annual-plan-open", "rollback-owner-open", "legal-risk", "stale-proposals-rejected", "csv-header", "four-actions", "action-row-a1", "action-row-a2", "action-row-a3", "action-row-a4" ], "failReason": null } ], "latest": { "filePath": "meeting-followup", "bytes": 1902, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "launch-decision", "migration-decision", "annual-plan-open", "rollback-owner-open", "legal-risk", "stale-proposals-rejected", "csv-header", "four-actions", "action-row-a1", "action-row-a2", "action-row-a3", "action-row-a4" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:16:06.328Z] [trial] id=meeting-followup-qwen3-8-27b-q4-2026-10-28T21-16-06-326Z-jpne scenario=meeting-followup model=qwen3.8-27b-q4", "[2026-10-28T21:16:06.328Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/meeting-followup/meeting-followup-qwen3-8-27b-q4-2026-10-28T21-16-06-326Z-jpne", "[2026-10-28T21:16:06.328Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:16:06.328Z] [trial] trialHome=/tmp/gezel-eval-meeting-followup-JtWNMb", "[2026-10-28T21:16:06.328Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:16:06.329Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:16:06.329Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:16:06.330Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-meeting-followup-JtWNMb", "[2026-10-28T21:16:07.757Z] [trial] daemon spawned pid=353226 port=https://127.0.0.1:45881", "[2026-10-28T21:16:07.855Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:16:07.862Z] [trial] meester=florian", "[2026-10-28T21:16:07.862Z] [trial] running scenario setup hook", "[2026-10-28T21:16:08.007Z] [trial] scenario setup complete", "[2026-10-28T21:16:08.007Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:16:08.029Z] [poll] initial digests hard=f747c0fe86d53ae9 soft=61d9445e0d5b7445", "[2026-10-28T21:16:08.076Z] [poll] hard-progress: f747c0fe86d53ae9 → 54178e62a214cfcd after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:16:28.254Z] [poll] hard-progress: 54178e62a214cfcd → aa0c5dd80b4d175f after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=20,stream=91) sniff=0/0B)", "[2026-10-28T21:16:48.466Z] [poll] hard-progress: aa0c5dd80b4d175f → f3d148e2354a4e21 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=64,stream=1005) sniff=1/1595B)", "[2026-10-28T21:18:29.605Z] [poll] terminal: success=true reason=meeting brief and action register pass all reconciliation gates (ordered-sections, launch-decision, migration-decision, annual-plan-open, rollback-owner-open, legal-risk, stale-proposals-rejected, csv-header, four-actions, action-row-a1, action-row-a2, action-row-a3, action-row-a4)", "[2026-10-28T21:18:30.114Z] [capture] dumped 1 session(s)", "[2026-10-28T21:18:30.116Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T21:18:30.165Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T21:18:32.726Z] [trial] daemon shut down", "[2026-10-28T21:18:32.727Z] [trial] PASS duration=146400ms reason=meeting brief and action register pass all reconciliation gates (ordered-sections, launch-decision, migration-decision, annual-plan-open, rollback-owner-open, legal-risk, stale-proposals-rejected, csv-header, four-actions, action-row-a1, action-row-a2, action-row-a3, action-row-a4)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "meeting-followup", "scoreAxes": { "decisionClarity": 9, "grounding": 8, "actionability": 9, "brevity": 9 }, "meanScore": 8.8, "justification": "Decisions cleanly separated from open questions with explicit supersession of stale-agenda items. Action register is machine-readable with IDs, owners, dates, and dependencies. Risks are specific and tied to named items. Minor gap: rollback comms risk mentions 'Casey' from stale agenda without clarifying Casey's roster status. Otherwise polished and scannable.", "durationMs": 6025 }, "tableReview": { "status": "judged", "rubricId": "meeting-followup" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.08 calls=5" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/meeting-followup/meeting-followup-qwen3-8-27b-q4-2026-10-28T21-16-06-326Z-jpne/result.json", "sha256": "1e8f3501bbd40bca06c146469fc160e9c1e4d6901ee8b6d6405fc2cce34a0ccc" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/meeting-followup/meeting-followup-qwen3-8-27b-q4-2026-10-28T21-16-06-326Z-jpne/facts.json", "sha256": 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"peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 29, "peakUsedMb": 51630, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 12187, "totalOutputTokens": 914, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 1, "todayTokensIn": 2821, "todayTokensCached": 0, "todayTokensOut": 481, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 2821, "totalTokensCached": 0, "totalTokensOut": 481, "totalCost": 0, "medianOutputTokensPerSec": 31.2, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.2, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 2821, "outputTokens": 481, "cost": 0, "durationMs": 36788, "outputTokensPerSec": 31.23752532679983, "at": "2026-10-28T21:19:13.722Z" }, "lastUpdated": "2026-10-28T21:19:13.722Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:20:57.489Z" } }, "source": "engine-log" }, "derived": { "durationMs": 142328, "meanTokensPerSec": 33.45, "genTokensPerSec": 33.45, "genTokens": 914, "promptTokensPerSec": 806.71, "peakRssMb": 4893, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 2821, "output": 481 } } } }, "facts": { "trialId": "meeting-followup-qwen3-8-27b-q4-2026-10-28T21-18-33-694Z-gw2u", "scenarioId": "meeting-followup", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/meeting-followup/meeting-followup-qwen3-8-27b-q4-2026-10-28T21-18-33-694Z-gw2u", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": 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"todayTokensOut": 481, "todayCost": 0, "totalTurns": 1, "totalTokensIn": 2821, "totalTokensCached": 0, "totalTokensOut": 481, "totalCost": 0, "medianOutputTokensPerSec": 31.2, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 31.2, "turns": 1 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 2821, "outputTokens": 481, "cost": 0, "durationMs": 36788, "outputTokensPerSec": 31.23752532679983, "at": "2026-10-28T21:19:13.722Z" }, "lastUpdated": "2026-10-28T21:19:13.722Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:20:57.489Z" } }, "source": "engine-log" }, "derived": { "durationMs": 142328, "meanTokensPerSec": 33.45, "genTokensPerSec": 33.45, "genTokens": 914, "promptTokensPerSec": 806.71, "peakRssMb": 4893, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 2821, "output": 481 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "meeting-followup", "scoreAxes": { "decisionClarity": 9, "grounding": 8, "actionability": 9, "brevity": 9 }, "meanScore": 8.8, "justification": "Decisions clearly separate confirmed vs. superseded proposals. Actions have IDs, owners, dates, and dependencies. Open questions and risks are distinct sections. Minor grounding gap: rollback-comms owner is unassigned but Casey's rejection lacks transcript citation; annual-plan framing is sound. Highly scannable with no transcript repetition.", "durationMs": 4716 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:18:35.092Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:18:35.070Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "noor": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 3, "maxContextFill": 0.0287933349609375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.0287933349609375 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "meeting brief and action register pass all reconciliation gates (ordered-sections, launch-decision, migration-decision, annual-plan-open, rollback-owner-open, legal-risk, stale-proposals-rejected, csv-header, four-actions, action-row-a1, action-row-a2, action-row-a3, action-row-a4)", "durationMs": 146404, "timeoutMs": 1800000, "budgetUsedFraction": 0.08133555555555555 }, "timing": { "startedAt": "2026-10-28T21:18:33.694Z", "finishedAt": "2026-10-28T21:21:00.098Z", "timeToFirstArtifactMs": 40001, "timeToLastArtifactWriteMs": 140374, "timeToFirstTokenMs": 17908, "firstTurnTtftMs": 14668, "timeToFirstToolCallMs": 20595 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Planner" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 5, "byTool": { "read_file": 3, "write_file": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 6 }, "sniff": { "progression": [ { "atMs": 143300, "filePath": "meeting-followup", "bytes": 1840, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "launch-decision", "migration-decision", "annual-plan-open", "rollback-owner-open", "legal-risk", "stale-proposals-rejected", "csv-header", "four-actions", "action-row-a1", "action-row-a2", "action-row-a3", "action-row-a4" ], "failReason": null } ], "latest": { "filePath": "meeting-followup", "bytes": 1840, "score": 13, "scoreMax": 13, "signals": [ "ordered-sections", "launch-decision", "migration-decision", "annual-plan-open", "rollback-owner-open", "legal-risk", "stale-proposals-rejected", "csv-header", "four-actions", "action-row-a1", "action-row-a2", "action-row-a3", "action-row-a4" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:18:33.695Z] [trial] id=meeting-followup-qwen3-8-27b-q4-2026-10-28T21-18-33-694Z-gw2u scenario=meeting-followup model=qwen3.8-27b-q4", "[2026-10-28T21:18:33.695Z] [trial] trialHome=/tmp/gezel-eval-meeting-followup-W487Uf", "[2026-10-28T21:18:33.695Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/meeting-followup/meeting-followup-qwen3-8-27b-q4-2026-10-28T21-18-33-694Z-gw2u", "[2026-10-28T21:18:33.695Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:18:33.695Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:18:33.695Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:18:33.697Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:18:33.698Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-meeting-followup-W487Uf", "[2026-10-28T21:18:35.132Z] [trial] daemon spawned pid=355467 port=https://127.0.0.1:42755", "[2026-10-28T21:18:35.224Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:18:35.229Z] [trial] meester=celestine", "[2026-10-28T21:18:35.229Z] [trial] running scenario setup hook", "[2026-10-28T21:18:35.413Z] [trial] scenario setup complete", "[2026-10-28T21:18:35.413Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:18:35.433Z] [poll] initial digests hard=1f9a264977db1993 soft=5f5b76ef6f77eb22", "[2026-10-28T21:18:35.483Z] [poll] hard-progress: 1f9a264977db1993 → 4ea152484fbdf722 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:18:55.662Z] [poll] hard-progress: 4ea152484fbdf722 → cd17f922a31052d6 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=17,stream=66) sniff=0/0B)", "[2026-10-28T21:19:15.875Z] [poll] hard-progress: cd17f922a31052d6 → a2a9b39624b26a96 after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=62,stream=952) sniff=1/1533B)", "[2026-10-28T21:20:56.994Z] [poll] terminal: success=true reason=meeting brief and action register pass all reconciliation gates (ordered-sections, launch-decision, migration-decision, annual-plan-open, rollback-owner-open, legal-risk, stale-proposals-rejected, csv-header, four-actions, action-row-a1, action-row-a2, action-row-a3, action-row-a4)", "[2026-10-28T21:20:57.503Z] [capture] dumped 1 session(s)", "[2026-10-28T21:20:57.505Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T21:20:57.554Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T21:21:00.098Z] [trial] daemon shut down", "[2026-10-28T21:21:00.099Z] [trial] PASS duration=146404ms reason=meeting brief and action register pass all reconciliation gates (ordered-sections, launch-decision, migration-decision, annual-plan-open, rollback-owner-open, legal-risk, stale-proposals-rejected, csv-header, four-actions, action-row-a1, action-row-a2, action-row-a3, action-row-a4)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "meeting-followup", "scoreAxes": { "decisionClarity": 9, "grounding": 8, "actionability": 9, "brevity": 9 }, "meanScore": 8.8, "justification": "Decisions clearly separate confirmed vs. superseded proposals. Actions have IDs, owners, dates, and dependencies. Open questions and risks are distinct sections. Minor grounding gap: rollback-comms owner is unassigned but Casey's rejection lacks transcript citation; annual-plan framing is sound. 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124546 }, "usage": { "available": true, "totalInputTokens": 4816, "totalOutputTokens": 1198, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:12:48.993Z" } }, "source": "engine-log" }, "derived": { "durationMs": 71717, "meanTokensPerSec": 20.96, "genTokensPerSec": 20.96, "genTokens": 1198, "promptTokensPerSec": 762.49, "peakRssMb": 3897, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:11:37.263Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:11:37.225Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "deepak": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.015277862548828125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.015277862548828125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "durationMs": 85428, "timeoutMs": 1500000, "budgetUsedFraction": 0.056952 }, "timing": { "startedAt": "2026-10-28T21:11:35.806Z", "finishedAt": "2026-10-28T21:13:01.234Z", "timeToFirstArtifactMs": 72426, "timeToLastArtifactWriteMs": 72426, "timeToFirstTokenMs": 14353, "firstTurnTtftMs": 11075, "timeToFirstToolCallMs": 16785 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 72701, "filePath": "plan-and-estimate", "bytes": 4450, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } ], "latest": { "filePath": "plan-and-estimate", "bytes": 4450, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:11:35.807Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-11-35-805Z-flos", "[2026-10-28T21:11:35.807Z] [trial] id=plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-11-35-805Z-flos scenario=plan-and-estimate model=qwen3.8-27b-q4", "[2026-10-28T21:11:35.807Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:11:35.808Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:11:35.807Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-SVmKLJ", "[2026-10-28T21:11:35.808Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:11:35.809Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:11:35.810Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-plan-and-estimate-SVmKLJ", "[2026-10-28T21:11:37.244Z] [trial] daemon spawned pid=348950 port=https://127.0.0.1:42479", "[2026-10-28T21:11:37.338Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:11:37.343Z] [trial] meester=cosima", "[2026-10-28T21:11:37.343Z] [trial] running scenario setup hook", "[2026-10-28T21:11:37.465Z] [trial] scenario setup complete", "[2026-10-28T21:11:37.465Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:11:37.486Z] [poll] initial digests hard=b60f8fe0574c3b62 soft=c59132027190e862", "[2026-10-28T21:11:37.539Z] [poll] hard-progress: b60f8fe0574c3b62 → 30d194138e481fb1 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:11:52.685Z] [poll] hard-progress: 30d194138e481fb1 → c8ac3d422a127e6a after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=15,stream=62) sniff=0/0B)", "[2026-10-28T21:12:48.507Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-28T21:12:49.001Z] [capture] dumped 1 session(s)", "[2026-10-28T21:12:49.004Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T21:12:49.026Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T21:13:01.233Z] [trial] daemon shut down", "[2026-10-28T21:13:01.235Z] [trial] PASS duration=85428ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.06 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-11-35-805Z-flos/result.json", "sha256": "0d3e47987b5dc94a40391eb521b9dae05b03f17a0aba672500e92e56e890c888" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-11-35-805Z-flos/facts.json", "sha256": "9ca929c0c16cf863ddfd9f935ff43e4c70bbc95f294acd2577356a9260982c6b" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-11-35-805Z-flos/metrics.json", "sha256": "5bfa163721fe192df0ab54a05b8770713cdccabdee63fb8ad2edc93f024c864b" } } }, { "repetition": 2, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "plan-and-estimate", "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t", "success": true, "nonModelFailure": false, "result": { "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t", "scenarioId": "plan-and-estimate", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T21:13:01.519Z", "finishedAt": "2026-10-28T21:14:32.036Z", "durationMs": 90517, "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 16, "peakRssMb": 3893, "peakCpuPercent": 174.9, "firstAtMs": 0, "lastAtMs": 76262 }, "gpu": { "available": true, "sampleCount": 16, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 16, "peakUsedMb": 50651, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 4815, "totalOutputTokens": 1302, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:14:19.811Z" } }, "source": "engine-log" }, "derived": { "durationMs": 76824, "meanTokensPerSec": 21.45, "genTokensPerSec": 21.45, "genTokens": 1302, "promptTokensPerSec": 767.73, "peakRssMb": 3893, "peakGpuUtilPercent": 96, "billing": null } }, "facts": { "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t", "scenarioId": "plan-and-estimate", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 16, "peakRssMb": 3893, "peakCpuPercent": 174.9, "firstAtMs": 0, "lastAtMs": 76262 }, "gpu": { "available": true, "sampleCount": 16, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 16, "peakUsedMb": 50651, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 4815, "totalOutputTokens": 1302, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:14:19.811Z" } }, "source": "engine-log" }, "derived": { "durationMs": 76824, "meanTokensPerSec": 21.45, "genTokensPerSec": 21.45, "genTokens": 1302, "promptTokensPerSec": 767.73, "peakRssMb": 3893, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:13:02.962Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:13:02.912Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "deepak": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.0152740478515625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.0152740478515625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "durationMs": 90517, "timeoutMs": 1500000, "budgetUsedFraction": 0.060344666666666665 }, "timing": { "startedAt": "2026-10-28T21:13:01.519Z", "finishedAt": "2026-10-28T21:14:32.036Z", "timeToFirstArtifactMs": 75782, "timeToLastArtifactWriteMs": 75782, "timeToFirstTokenMs": 14143, "firstTurnTtftMs": 10838, "timeToFirstToolCallMs": 15938 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 77800, "filePath": "plan-and-estimate", "bytes": 4673, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } ], "latest": { "filePath": "plan-and-estimate", "bytes": 4673, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:13:01.519Z] [trial] id=plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t scenario=plan-and-estimate model=qwen3.8-27b-q4", "[2026-10-28T21:13:01.519Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t", "[2026-10-28T21:13:01.519Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-XYQlRK", "[2026-10-28T21:13:01.519Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:13:01.519Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:13:01.520Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:13:01.520Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:13:01.520Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-plan-and-estimate-XYQlRK", "[2026-10-28T21:13:02.957Z] [trial] daemon spawned pid=350221 port=https://127.0.0.1:35497", "[2026-10-28T21:13:03.056Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:13:03.062Z] [trial] meester=bastien", "[2026-10-28T21:13:03.062Z] [trial] running scenario setup hook", "[2026-10-28T21:13:03.222Z] [trial] scenario setup complete", "[2026-10-28T21:13:03.223Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:13:03.247Z] [poll] initial digests hard=601b0ffd344bf8cb soft=77b03c1b28b37f48", "[2026-10-28T21:13:03.295Z] [poll] hard-progress: 601b0ffd344bf8cb → 803fe9f29ec0a57d after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:13:18.419Z] [poll] hard-progress: 803fe9f29ec0a57d → cc2f91e66a2fa12a after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=14,stream=58) sniff=0/0B)", "[2026-10-28T21:14:19.319Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-28T21:14:19.823Z] [capture] dumped 1 session(s)", "[2026-10-28T21:14:19.825Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T21:14:19.841Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T21:14:32.035Z] [trial] daemon shut down", "[2026-10-28T21:14:32.037Z] [trial] PASS duration=90517ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.06 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t/result.json", "sha256": "d3007fffdc2feaf035292ef2c56b19065656c3b8b5e5ec43195dbd34aa14eb32" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t/facts.json", "sha256": "af443f79ec25e10776571d94386e6f81c228eae4a2f906679df5c1020fe2be45" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-13-01-519Z-fl6t/metrics.json", "sha256": "a599aded0c62b7816eafd6bd786870aa4b3d45bfeb98ff0cfba063cfdb33db7c" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "plan-and-estimate", "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf", "success": true, "nonModelFailure": false, "result": { "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf", "scenarioId": "plan-and-estimate", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T21:14:32.336Z", "finishedAt": "2026-10-28T21:16:02.998Z", "durationMs": 90662, "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 16, "peakRssMb": 3940, "peakCpuPercent": 174.9, "firstAtMs": 0, "lastAtMs": 76252 }, "gpu": { "available": true, "sampleCount": 16, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 16, "peakUsedMb": 50255, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 4815, "totalOutputTokens": 1329, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:15:50.719Z" } }, "source": "engine-log" }, "derived": { "durationMs": 76816, "meanTokensPerSec": 21.86, "genTokensPerSec": 21.86, "genTokens": 1329, "promptTokensPerSec": 763.67, "peakRssMb": 3940, "peakGpuUtilPercent": 96, "billing": null } }, "facts": { "trialId": "plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf", "scenarioId": "plan-and-estimate", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 16, "peakRssMb": 3940, "peakCpuPercent": 174.9, "firstAtMs": 0, "lastAtMs": 76252 }, "gpu": { "available": true, "sampleCount": 16, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 16, "peakUsedMb": 50255, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 4815, "totalOutputTokens": 1329, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:15:50.719Z" } }, "source": "engine-log" }, "derived": { "durationMs": 76816, "meanTokensPerSec": 21.86, "genTokensPerSec": 21.86, "genTokens": 1329, "promptTokensPerSec": 763.67, "peakRssMb": 3940, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:14:33.863Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:14:33.838Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "deepak": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.0152740478515625, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.0152740478515625 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "durationMs": 90662, "timeoutMs": 1500000, "budgetUsedFraction": 0.06044133333333333 }, "timing": { "startedAt": "2026-10-28T21:14:32.336Z", "finishedAt": "2026-10-28T21:16:02.998Z", "timeToFirstArtifactMs": 76251, "timeToLastArtifactWriteMs": 76251, "timeToFirstTokenMs": 14493, "firstTurnTtftMs": 11070, "timeToFirstToolCallMs": 16428 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Developer" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 2, "byTool": { "read_files": 1, "write_file": 1 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 4 }, "sniff": { "progression": [ { "atMs": 77895, "filePath": "plan-and-estimate", "bytes": 4827, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } ], "latest": { "filePath": "plan-and-estimate", "bytes": 4827, "score": 6, "scoreMax": 6, "signals": [ "ordered-sections", "plan-structure", "ws-floor-plan", "ws-movers", "ws-network", "word-ceiling" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T21:14:32.336Z] [trial] id=plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf scenario=plan-and-estimate model=qwen3.8-27b-q4", "[2026-10-28T21:14:32.336Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf", "[2026-10-28T21:14:32.336Z] [trial] trialHome=/tmp/gezel-eval-plan-and-estimate-XJfaY2", "[2026-10-28T21:14:32.336Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:14:32.336Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:14:32.336Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:14:32.337Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:14:32.338Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-plan-and-estimate-XJfaY2", "[2026-10-28T21:14:33.872Z] [trial] daemon spawned pid=351815 port=https://127.0.0.1:38669", "[2026-10-28T21:14:33.971Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:14:33.978Z] [trial] meester=rafael", "[2026-10-28T21:14:33.979Z] [trial] running scenario setup hook", "[2026-10-28T21:14:34.149Z] [trial] scenario setup complete", "[2026-10-28T21:14:34.149Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:14:34.173Z] [poll] initial digests hard=682194c0764ca837 soft=3ce3acb849eecbb4", "[2026-10-28T21:14:34.217Z] [poll] hard-progress: 682194c0764ca837 → 3a341685dca952dd after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:14:49.327Z] [poll] hard-progress: 3a341685dca952dd → 2c7234b36217666d after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=14,stream=51) sniff=0/0B)", "[2026-10-28T21:15:50.231Z] [poll] terminal: success=true reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)", "[2026-10-28T21:15:50.729Z] [capture] dumped 1 session(s)", "[2026-10-28T21:15:50.730Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T21:15:50.758Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T21:16:02.997Z] [trial] daemon shut down", "[2026-10-28T21:16:02.998Z] [trial] PASS duration=90662ms reason=Plan satisfies structure + workstreams + ceiling (signals: ordered-sections, plan-structure, ws-floor-plan, ws-movers, ws-network, word-ceiling)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 6/6 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.06 calls=2" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf/result.json", "sha256": "4f3bef29354aaf1ee4877eb3e6bc079fb79b6a8c59d8c3dafb2c9fedf330ad33" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf/facts.json", "sha256": "c318cca848fbcfe56b2f08415c1206b5aea1b2fecf9797db98c2b2cf826f8f6d" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/plan-and-estimate/plan-and-estimate-qwen3-8-27b-q4-2026-10-28T21-14-32-336Z-jogf/metrics.json", "sha256": "15ee0779eb792a024286c37cca6e127c3fd6c96794c4f97e4cbe5f8851e4370e" } } }, { "repetition": 1, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "records-intake", "trialId": "records-intake-qwen3-8-27b-q4-2026-10-28T21-05-27-246Z-t1db", "success": true, "nonModelFailure": false, "result": { "trialId": "records-intake-qwen3-8-27b-q4-2026-10-28T21-05-27-246Z-t1db", "scenarioId": "records-intake", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T21:05:27.247Z", "finishedAt": "2026-10-28T21:06:53.266Z", "durationMs": 86019, "success": true, "reason": "attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/records-intake/records-intake-qwen3-8-27b-q4-2026-10-28T21-05-27-246Z-t1db", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, "totalTokens": 262144, "slots": 1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 17, "peakRssMb": 4511, "peakCpuPercent": 177, "firstAtMs": 0, "lastAtMs": 81335 }, "gpu": { "available": true, "sampleCount": 17, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 17, "peakUsedMb": 50790, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5648, "totalOutputTokens": 2170, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:06:50.660Z" } }, "source": "engine-log" }, "derived": { "durationMs": 81942, "meanTokensPerSec": 34.1, "genTokensPerSec": 34.1, "genTokens": 2170, "promptTokensPerSec": 736.46, "peakRssMb": 4511, "peakGpuUtilPercent": 96, "billing": null } }, "facts": { "trialId": "records-intake-qwen3-8-27b-q4-2026-10-28T21-05-27-246Z-t1db", "scenarioId": "records-intake", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/records-intake/records-intake-qwen3-8-27b-q4-2026-10-28T21-05-27-246Z-t1db", "host": { "hostname": "", "platform": "linux", "arch": "arm64", "osRelease": "6.17.0-1029-nvidia", "cpuCount": 20, "cpuModel": "unknown", "totalRamGb": 122, "gpuModel": "NVIDIA GB10", "framework": "llama-cpp", "frameworkBinary": "packages/app/native-bin/linux-arm64-cuda/gezel-llama-server", "frameworkVariant": "cuda", "frameworkBuild": { "buildNumber": "11669", "revision": "620d2225cc436ab0b001e3200e590e3b286ef9ab", "backend": "cuda", "cudaArchitectures": [ "121a-real" ], "sidecarPresent": true } }, "perf": { "process": { "sampleCount": 17, "peakRssMb": 4511, "peakCpuPercent": 177, "firstAtMs": 0, "lastAtMs": 81335 }, "gpu": { "available": true, "sampleCount": 17, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 17, "peakUsedMb": 50790, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5648, "totalOutputTokens": 2170, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:06:50.660Z" } }, "source": "engine-log" }, "derived": { "durationMs": 81942, "meanTokensPerSec": 34.1, "genTokensPerSec": 34.1, "genTokens": 2170, "promptTokensPerSec": 736.46, "peakRssMb": 4511, "peakGpuUtilPercent": 96, "billing": null } }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T21:05:28.707Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T21:05:28.673Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "griet": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 1, "maxContextFill": 0.014034271240234375, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, 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"miscEvents": [ "[2026-10-28T21:05:27.249Z] [trial] id=records-intake-qwen3-8-27b-q4-2026-10-28T21-05-27-246Z-t1db scenario=records-intake model=qwen3.8-27b-q4", "[2026-10-28T21:05:27.249Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/records-intake/records-intake-qwen3-8-27b-q4-2026-10-28T21-05-27-246Z-t1db", "[2026-10-28T21:05:27.249Z] [trial] trialHome=/tmp/gezel-eval-records-intake-YIOtnV", "[2026-10-28T21:05:27.249Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:05:27.249Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:05:27.249Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:05:27.252Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:05:27.253Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-records-intake-YIOtnV", "[2026-10-28T21:05:28.687Z] [trial] daemon spawned pid=343060 port=https://127.0.0.1:40727", "[2026-10-28T21:05:28.783Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:05:28.790Z] [trial] meester=aldric", "[2026-10-28T21:05:28.790Z] [trial] running scenario setup hook", "[2026-10-28T21:05:28.934Z] [trial] scenario setup complete", "[2026-10-28T21:05:28.934Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:05:28.958Z] [poll] initial digests hard=e86ce3fb7412174b soft=22ea65b7967a6aae", "[2026-10-28T21:05:29.003Z] [poll] hard-progress: e86ce3fb7412174b → d0ff3910b78e585e after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:05:44.135Z] [poll] hard-progress: d0ff3910b78e585e → 1bc539db3a54be94 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=14,stream=39) sniff=0/0B)", "[2026-10-28T21:05:49.201Z] [poll] hard-progress: 1bc539db3a54be94 → 257d1a3160bbd316 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=25,stream=121) sniff=0/0B)", "[2026-10-28T21:06:50.170Z] [poll] terminal: success=true reason=attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)", "[2026-10-28T21:06:50.676Z] [capture] dumped 1 session(s)", "[2026-10-28T21:06:50.678Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T21:06:50.723Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T21:06:53.265Z] [trial] daemon shut down", "[2026-10-28T21:06:53.266Z] [trial] PASS duration=86019ms reason=attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, 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1, "kvCacheType": "f16", "launchModel": "qwen3.8-27b-q4" } }, "metrics": { "process": { "sampleCount": 34, "peakRssMb": 4078, "peakCpuPercent": 176, "firstAtMs": 0, "lastAtMs": 167987 }, "gpu": { "available": true, "sampleCount": 34, "peakUtilPercent": 96, "peakMemUsedMb": null, "memTotalMb": null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 34, "peakUsedMb": 50669, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 5679, "totalOutputTokens": 5044, "totalCostUsd": 0, "rawProviders": { "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T21:09:44.280Z" } }, "source": "engine-log" }, "derived": { "durationMs": 168540, "meanTokensPerSec": 33.48, "genTokensPerSec": 33.48, 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"[2026-10-28T21:06:54.274Z] [trial] id=records-intake-qwen3-8-27b-q4-2026-10-28T21-06-54-272Z-fmx0 scenario=records-intake model=qwen3.8-27b-q4", "[2026-10-28T21:06:54.274Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/records-intake/records-intake-qwen3-8-27b-q4-2026-10-28T21-06-54-272Z-fmx0", "[2026-10-28T21:06:54.274Z] [trial] trialHome=/tmp/gezel-eval-records-intake-7P0LHf", "[2026-10-28T21:06:54.274Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T21:06:54.274Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T21:06:54.274Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T21:06:54.275Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T21:06:54.275Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-records-intake-7P0LHf", "[2026-10-28T21:06:55.711Z] [trial] daemon spawned pid=344671 port=https://127.0.0.1:38053", "[2026-10-28T21:06:55.813Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T21:06:55.820Z] [trial] meester=priya", "[2026-10-28T21:06:55.820Z] [trial] running scenario setup hook", "[2026-10-28T21:06:55.957Z] [trial] scenario setup complete", "[2026-10-28T21:06:55.957Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T21:06:55.982Z] [poll] initial digests hard=5ee886ddd224d6e2 soft=bf87fdee594a9aeb", "[2026-10-28T21:06:56.023Z] [poll] hard-progress: 5ee886ddd224d6e2 → b2e7160363fa0e2b after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T21:07:11.155Z] [poll] hard-progress: b2e7160363fa0e2b → 52e7db40076b9422 after 15s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=15,stream=101) sniff=0/0B)", "[2026-10-28T21:09:43.812Z] [poll] terminal: success=true reason=attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)", "[2026-10-28T21:09:44.291Z] [capture] dumped 1 session(s)", "[2026-10-28T21:09:44.293Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T21:09:44.317Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T21:09:56.514Z] [trial] daemon shut down", "[2026-10-28T21:09:56.516Z] [trial] PASS duration=182243ms reason=attendees.csv matches the declared schema with all golden rows (signals: csv-shape, record-schema, golden-rows)" ] }, "judge": null, "tableReview": { "status": "notApplicable" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 3/3 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.12 calls=3" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/records-intake/records-intake-qwen3-8-27b-q4-2026-10-28T21-06-54-272Z-fmx0/result.json", "sha256": "1d2a50953f0f844fcb647c8b3a7b5b2466a3c39795cb6afdd5129e125fd991ea" }, "facts.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/records-intake/records-intake-qwen3-8-27b-q4-2026-10-28T21-06-54-272Z-fmx0/facts.json", "sha256": "d8fe575ad845f8dfeb21cff0ea4565f20556f7e71649df8a8901d089c6e6dc31" }, "metrics.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/records-intake/records-intake-qwen3-8-27b-q4-2026-10-28T21-06-54-272Z-fmx0/metrics.json", "sha256": "543c3fcc2c848dee7c98d020d806b44eb453d58ab72d7740bd58d76188c72034" } } }, { "repetition": 3, "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "records-intake", "trialId": "records-intake-qwen3-8-27b-q4-2026-10-28T21-09-56-806Z-hsv3", 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daemon[src=service-telemetry](turns=1,tools=2,slot=259,stream=4327) sniff=0/0B)", "[2026-10-28T23:04:32.155Z] [poll] hard-progress: b2fc0e95ed3b19bb → 02475707fe0abd06 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=271,stream=4448) sniff=0/0B)", "[2026-10-28T23:07:35.555Z] [poll] terminal: success=true reason=research brief is tool-grounded and passes all content gates (word-band, ordered-sections, menabrea-1842, lovelace-1843, notes-a-g, bernoulli, babbage-design, not-completed, source-citations, no-decoy-citation, claim-calibration, no-false-completion, mcp-research-provenance)", "[2026-10-28T23:07:36.057Z] [capture] dumped 1 session(s)", "[2026-10-28T23:07:36.061Z] [capture] snapshotted telemetry for 1 session(s)", "[2026-10-28T23:07:36.122Z] [capture] snapshotted artifacts/workspace/history for 3 project(s)", "[2026-10-28T23:07:48.327Z] [trial] daemon shut down", "[2026-10-28T23:07:48.331Z] [trial] PASS duration=330021ms reason=research 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Citation quality is excellent—inline ids appear at the precise claim level throughout. Calibration is a highlight: the 'first programmer' label is consistently held as disputed shorthand, not asserted. Grounding is good but one note: some interpretive inferences (e.g. Notes showing 'original analytical engagement') slightly outrun the literal card text, though none contradict it.", "durationMs": 6196 }, "tableReview": { "status": "judged", "rubricId": "wikipedia-research-brief" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.16 calls=4" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/wikipedia-research-brief/wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-02-18-309Z-gn5p/result.json", "sha256": "c9d2e282588baaabbab3fd6707bbab675398789e1198d01ae62b44f883be4d98" }, "facts.json": { "path": 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Citations appear inline at every specific claim. Calibration on the 'first programmer' label is explicit and repeated. Minor grounding gap: the claim that Notes were 'substantially longer' is attributed to WIKI-MENABREA-1842 but also appears in WIKI-ADA-1843; no fabricated facts detected.", "durationMs": 5961 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T23:07:50.194Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T23:07:50.151Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "elian": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, 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backend=cuda cuda-arch=121a-real", "[2026-10-28T23:07:48.568Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T23:07:48.570Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-wikipedia-research-brief-tYJub7", "[2026-10-28T23:07:50.181Z] [trial] daemon spawned pid=546642 port=https://127.0.0.1:39455", "[2026-10-28T23:07:50.287Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T23:07:50.292Z] [trial] meester=imara", "[2026-10-28T23:07:50.292Z] [trial] running scenario setup hook", "[2026-10-28T23:07:50.463Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T23:07:50.462Z] [trial] scenario setup complete", "[2026-10-28T23:07:50.487Z] [poll] initial digests hard=955f5da47588fe05 soft=d787293ca6d6166e", "[2026-10-28T23:07:50.537Z] [poll] hard-progress: 955f5da47588fe05 → 40dd3cd730c1958d after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T23:09:21.898Z] [poll] hard-progress: 40dd3cd730c1958d → b43cb69ba532fb46 after 91s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=221,stream=3864) sniff=0/0B)", "[2026-10-28T23:09:52.344Z] [poll] hard-progress: b43cb69ba532fb46 → cce857137975db53 after 30s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=245,stream=4034) sniff=0/0B)", "[2026-10-28T23:09:57.384Z] [poll] hard-progress: cce857137975db53 → 679c4f0df22cc6ed after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=247,stream=4037) sniff=0/0B)", "[2026-10-28T23:13:10.853Z] [poll] hard-progress: 679c4f0df22cc6ed → 577c00f69715fe2f after 193s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=731,stream=11823) sniff=12/7959B)", "[2026-10-28T23:13:36.164Z] [poll] hard-progress: 577c00f69715fe2f → 62c34d1a160ca344 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=5,slot=758,stream=12096) sniff=12/7959B)", "[2026-10-28T23:14:21.817Z] [poll] hard-progress: 62c34d1a160ca344 → 3b814751cc118d45 after 46s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=6,slot=803,stream=12577) sniff=12/7980B)", "[2026-10-28T23:14:26.878Z] [poll] hard-progress: 3b814751cc118d45 → 3c83fa2450a48ea0 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=7,slot=808,stream=12595) sniff=12/7980B)", "[2026-10-28T23:14:31.960Z] [poll] hard-progress: 3c83fa2450a48ea0 → a10653bebba3a79f after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=8,slot=822,stream=12877) sniff=12/7979B)", "[2026-10-28T23:15:37.982Z] [poll] terminal: success=true reason=research brief is tool-grounded and passes all content gates (word-band, ordered-sections, menabrea-1842, lovelace-1843, notes-a-g, bernoulli, babbage-design, not-completed, source-citations, no-decoy-citation, claim-calibration, no-false-completion, mcp-research-provenance)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "wikipedia-research-brief", "scoreAxes": { "synthesis": 8, "grounding": 8, "citationQuality": 9, "calibration": 9 }, "meanScore": 8.5, "justification": "The brief builds a coherent argument across three source cards rather than summarizing each in isolation, tracing Menabrea→Lovelace→Note G→first-programmer debate as a chain. Citations appear inline at every specific claim. Calibration on the 'first programmer' label is explicit and repeated. Minor grounding gap: the claim that Notes were 'substantially longer' is attributed to WIKI-MENABREA-1842 but also appears in WIKI-ADA-1843; no fabricated facts detected.", "durationMs": 5961 }, "tableReview": { "status": "judged", "rubricId": "wikipedia-research-brief" }, "fixedScore": { "composite": 10, "compositeIgnoringProseFlag": 10, "band": "ship-ready", "axes": { "completion": { "score": 10, "why": "outcome.success" }, "quality": { "score": 10, "why": "sniff 13/13 (floor 5)" }, "efficiency": { "score": 10, "why": "budget=0.23 calls=9" }, "behavior": { "score": 10, "why": "autoAnswer=0" } } }, "evidence": { "result.json": { "path": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/wikipedia-research-brief/wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-07-48-567Z-t3wg/result.json", "sha256": "eaa7be99708594e3d0a5f326872709810844bf2a4007e231aa5a6892e84c7e3a" }, "facts.json": { "path": 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"wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-15-42-091Z-wz1v", "success": true, "nonModelFailure": false, "result": { "trialId": "wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-15-42-091Z-wz1v", "scenarioId": "wikipedia-research-brief", "modelId": "qwen3.8-27b-q4", "modelTier": "medium", "engine": "llama-cpp", "startedAt": "2026-10-28T23:15:42.091Z", "finishedAt": "2026-10-28T23:23:30.293Z", "durationMs": 468202, "success": true, "reason": "research brief is tool-grounded and passes all content gates (word-band, ordered-sections, menabrea-1842, lovelace-1843, notes-a-g, bernoulli, babbage-design, not-completed, source-citations, no-decoy-citation, claim-calibration, no-false-completion, mcp-research-provenance)", "runDir": "evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/wikipedia-research-brief/wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-15-42-091Z-wz1v", "engineContext": { "launches": 1, "grantedPerSlotTokens": 262144, 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"inputTokens": 11924, "outputTokens": 1681, "cost": 0, "durationMs": 57735, "outputTokensPerSec": 39.46746826974126, "at": "2026-10-28T23:23:23.517Z" }, "lastUpdated": "2026-10-28T23:23:23.517Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T23:23:27.253Z" } }, "source": "engine-log" }, "derived": { "durationMs": 463639, "meanTokensPerSec": 29.67, "genTokensPerSec": 29.67, "genTokens": 10351, "promptTokensPerSec": 800.88, "peakRssMb": 8695, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 46695, "output": 2080 } } } }, "facts": { "trialId": "wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-15-42-091Z-wz1v", "scenarioId": 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null, "memoryModel": "unified" }, "systemMemory": { "sampleCount": 92, "peakUsedMb": 56389, "totalMb": 124546 }, "usage": { "available": true, "totalInputTokens": 39827, "totalOutputTokens": 10351, "totalCostUsd": 0, "rawProviders": { "llama-cpp": { "quotaBuckets": [], "todayTurns": 4, "todayTokensIn": 46695, "todayTokensCached": 31059, "todayTokensOut": 2080, "todayCost": 0, "totalTurns": 4, "totalTokensIn": 46695, "totalTokensCached": 31059, "totalTokensOut": 2080, "totalCost": 0, "medianOutputTokensPerSec": 38.3, "modelSpeeds": [ { "model": "qwen3.8-27b-q4", "medianOutputTokensPerSec": 38.3, "turns": 4 } ], "lastTurn": { "model": "qwen3.8-27b-q4", "inputTokens": 11924, "outputTokens": 1681, "cost": 0, "durationMs": 57735, "outputTokensPerSec": 39.46746826974126, "at": "2026-10-28T23:23:23.517Z" }, "lastUpdated": "2026-10-28T23:23:23.517Z" }, "anthropic-cli": { "quotaBuckets": [], "todayTurns": 0, "todayTokensIn": 0, "todayTokensCached": 0, "todayTokensOut": 0, "todayCost": 0, "totalTurns": 0, "totalTokensIn": 0, "totalTokensCached": 0, "totalTokensOut": 0, "totalCost": 0, "medianOutputTokensPerSec": null, "modelSpeeds": [], "lastTurn": null, "lastUpdated": "2026-10-28T23:23:27.253Z" } }, "source": "engine-log" }, "derived": { "durationMs": 463639, "meanTokensPerSec": 29.67, "genTokensPerSec": 29.67, "genTokens": 10351, "promptTokensPerSec": 800.88, "peakRssMb": 8695, "peakGpuUtilPercent": 96, "billing": { "provider": "llama-cpp", "limitedQuota": [], "tokens": { "input": 46695, "output": 2080 } } } }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "wikipedia-research-brief", "scoreAxes": { "synthesis": 8, "grounding": 8, "citationQuality": 9, "calibration": 9 }, "meanScore": 8.5, "justification": "The brief builds a coherent argument across three sources rather than summarizing each in turn, linking Menabrea's paper to Lovelace's translation to the Engine's design to Note G's significance. Citation ids appear inline at the precise claims they support. The 'first programmer' caveat is handled with notable discipline—flagged as 'debated shorthand' every time it appears. Minor gap: the brief occasionally restates the same caveat verbatim, which reads as slightly mechanical rather than integrated prose.", "durationMs": 5766 }, "continuity": { "mode": null, "engine": "llama-cpp", "resolvedModes": { "generalist": 0, "stepwise": 2 }, "steps": { "activated": 2, "activationEvents": 0, "completed": 0, "gateApprovals": 0, "gateRejections": 0, "redrives": 0, "perStep": [ { "ref": "shared/1", "stepId": "index", "activatedAt": "2026-10-28T23:15:43.608Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] }, { "ref": "default/1", "stepId": "oversight", "activatedAt": "2026-10-28T23:15:43.570Z", "completedAt": null, "ms": null, "gateRejections": 0, "toolCalls": 0, "sessionIds": [] } ], "medianStepMs": null }, "sessions": { "total": 1, "taskScoped": 0, "byGezel": { "elian": 1 }, "perTask": {}, "reusedAcrossSteps": 0, "continuityReuses": 0, "continuityBreaks": 0, "sessionsPerStep": 0, "maxMessages": 8, "maxContextFill": 0.05292510986328125, "resumeFailures": 0 }, "compaction": { "observable": true, "betweenTurn": 0, "midTurn": 0, "forceFit": 0, "compactStarts": 0, "compactFailed": 0, "firstTurnPrefixOver": 0, "loopHalts": 0, "maxContextFill": 0.05292510986328125 }, "fanout": { "hosts": 0, "childrenSpawned": 0, "childrenCompleted": 0, "childrenFailed": 0, "barrierHolds": 0, "barrierReleases": 0, "barrierReleaseFailures": 0, "skipped": 0 }, "budget": { "taskBudgetSoft": 0, "taskBudgetHard": 0, "toolRepeatAborts": 0 } }, "retrieval": { "arm": null, "policy": { "modes": {}, "inheritedFrom": {} }, "turn": { "probes": 0, "injections": 0, "hitsBySource": {}, "injectedTokens": 0, "rejected": {}, "sessionsWithInjection": 0, "relevance": {} }, "references": { "searches": 0, "tasks": 2, "tasksWithReferences": 0, "items": 0, "citations": [], "relevance": {} }, "stampedMessages": 0 }, "outcome": { "success": true, "reason": "research brief is tool-grounded and passes all content gates (word-band, ordered-sections, menabrea-1842, lovelace-1843, notes-a-g, bernoulli, babbage-design, not-completed, source-citations, no-decoy-citation, claim-calibration, no-false-completion, mcp-research-provenance)", "durationMs": 468202, "timeoutMs": 2100000, "budgetUsedFraction": 0.22295333333333334 }, "timing": { "startedAt": "2026-10-28T23:15:42.091Z", "finishedAt": "2026-10-28T23:23:30.293Z", "timeToFirstArtifactMs": 331941, "timeToLastArtifactWriteMs": 461426, "timeToFirstTokenMs": 12038, "firstTurnTtftMs": 8779, "timeToFirstToolCallMs": 106398 }, "team": { "totalGezelsCreated": 5, "rolesCreated": [ "Meester", "Scribe", "Librarian", "Crew Lead", "Researcher" ], "missingExpectedRoles": [] }, "toolUse": { "totalToolCalls": 9, "byTool": { "write_file": 3, "search_wikipedia": 1, "read_wikipedia_sources": 1, "read_file": 2, "replace_in_file": 2 }, "redFlags": [] }, "artifacts": { "htmlFiles": [], "imageFiles": [], "otherFileCount": 3 }, "sniff": { "progression": [ { "atMs": 332712, "filePath": "wikipedia-research", "bytes": 6218, "score": 12, "scoreMax": 13, "signals": [ "word-band", "ordered-sections", "menabrea-1842", "lovelace-1843", "notes-a-g", "bernoulli", "babbage-design", "not-completed", "source-citations", "no-decoy-citation", "no-false-completion", "mcp-research-provenance" ], "failReason": "every mention of the “first programmer” label must be hedged in the same sentence as debated shorthand" }, { "atMs": 388419, "filePath": "wikipedia-research", "bytes": 6270, "score": 12, "scoreMax": 13, "signals": [ "word-band", "ordered-sections", "menabrea-1842", "lovelace-1843", "notes-a-g", "bernoulli", "babbage-design", "not-completed", "source-citations", "no-decoy-citation", "no-false-completion", "mcp-research-provenance" ], "failReason": "every mention of the “first programmer” label must be hedged in the same sentence as debated shorthand" }, { "atMs": 403622, "filePath": "wikipedia-research", "bytes": 6318, "score": 12, "scoreMax": 13, "signals": [ "word-band", "ordered-sections", "menabrea-1842", "lovelace-1843", "notes-a-g", "bernoulli", "babbage-design", "not-completed", "source-citations", "no-decoy-citation", "no-false-completion", "mcp-research-provenance" ], "failReason": "every mention of the “first programmer” label must be hedged in the same sentence as debated shorthand" }, { "atMs": 464671, "filePath": "wikipedia-research", "bytes": 6400, "score": 13, "scoreMax": 13, "signals": [ "word-band", "ordered-sections", "menabrea-1842", "lovelace-1843", "notes-a-g", "bernoulli", "babbage-design", "not-completed", "source-citations", "no-decoy-citation", "claim-calibration", "no-false-completion", "mcp-research-provenance" ], "failReason": null } ], "latest": { "filePath": "wikipedia-research", "bytes": 6400, "score": 13, "scoreMax": 13, "signals": [ "word-band", "ordered-sections", "menabrea-1842", "lovelace-1843", "notes-a-g", "bernoulli", "babbage-design", "not-completed", "source-citations", "no-decoy-citation", "claim-calibration", "no-false-completion", "mcp-research-provenance" ], "failReason": null } }, "autoAnswer": { "total": 0, "byKind": { "structured": 0, "inline": 0 }, "events": [] }, "miscEvents": [ "[2026-10-28T23:15:42.092Z] [trial] id=wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-15-42-091Z-wz1v scenario=wikipedia-research-brief model=qwen3.8-27b-q4", "[2026-10-28T23:15:42.092Z] [trial] runDir=evals/runs/scorecard-2026-10-28-dgx-spark-class/qwen3.8-27b-q4/productivity/wikipedia-research-brief/wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-15-42-091Z-wz1v", "[2026-10-28T23:15:42.092Z] [trial] trialHome=/tmp/gezel-eval-wikipedia-research-brief-ZYBx4m", "[2026-10-28T23:15:42.092Z] [trial] cacheRoot=/.gezel-eval-cache", "[2026-10-28T23:15:42.092Z] [trial] provider=llama-cpp category=local-engine", "[2026-10-28T23:15:42.092Z] [trial] llama-server=packages/app/native-bin/linux-arm64-cuda/gezel-llama-server variant=cuda build=11669 rev=620d2225 backend=cuda cuda-arch=121a-real", "[2026-10-28T23:15:42.092Z] [cache] llama-cpp/qwen3.8-27b-q4 already warm", "[2026-10-28T23:15:42.093Z] [trial] linked llama-cpp/qwen3.8-27b-q4 into /tmp/gezel-eval-wikipedia-research-brief-ZYBx4m", "[2026-10-28T23:15:43.582Z] [trial] daemon spawned pid=553478 port=https://127.0.0.1:34605", "[2026-10-28T23:15:43.686Z] [trial] provider=llama-cpp configured, firstRunCompleted=true", "[2026-10-28T23:15:43.691Z] [trial] meester=vanya", "[2026-10-28T23:15:43.691Z] [trial] running scenario setup hook", "[2026-10-28T23:15:43.833Z] [trial] scenario setup complete", "[2026-10-28T23:15:43.833Z] [trial] skipped initial meester prompt (scenario setup already kicked off work)", "[2026-10-28T23:15:43.857Z] [poll] initial digests hard=5f880a7c70ee588b soft=ac80351279327aef", "[2026-10-28T23:15:43.877Z] [poll] hard-progress: 5f880a7c70ee588b → 103e867b80e7c015 after 0s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=0,tools=0,slot=0,stream=0) sniff=0/0B)", "[2026-10-28T23:17:30.836Z] [poll] hard-progress: 103e867b80e7c015 → 2e32aa8449d466fd after 107s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=1,slot=265,stream=4490) sniff=0/0B)", "[2026-10-28T23:17:56.140Z] [poll] hard-progress: 2e32aa8449d466fd → 906342bf87fdc677 after 25s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=2,slot=276,stream=4526) sniff=0/0B)", "[2026-10-28T23:18:01.240Z] [poll] hard-progress: 906342bf87fdc677 → 6cc865966deea3a5 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=3,slot=289,stream=4617) sniff=0/0B)", "[2026-10-28T23:21:14.849Z] [poll] hard-progress: 6cc865966deea3a5 → 43d952aa85bb2bb8 after 194s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=1,tools=4,slot=803,stream=11950) sniff=12/6218B)", "[2026-10-28T23:21:50.253Z] [poll] hard-progress: 43d952aa85bb2bb8 → 96690430eacda0e1 after 35s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=2,tools=5,slot=825,stream=12051) sniff=12/6218B)", "[2026-10-28T23:22:10.580Z] [poll] hard-progress: 96690430eacda0e1 → b75074fabab26dac after 20s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=6,slot=838,stream=12291) sniff=12/6270B)", "[2026-10-28T23:22:15.630Z] [poll] hard-progress: b75074fabab26dac → e543c17c2da45c38 after 5s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=3,tools=7,slot=844,stream=12309) sniff=12/6270B)", "[2026-10-28T23:22:25.777Z] [poll] hard-progress: e543c17c2da45c38 → 331fb008aca38844 after 10s (workspaceProjects=3 sessions=1 daemon[src=service-telemetry](turns=4,tools=8,slot=856,stream=12547) sniff=12/6318B)", "[2026-10-28T23:23:26.762Z] [poll] terminal: success=true reason=research brief is tool-grounded and passes all content gates (word-band, ordered-sections, menabrea-1842, lovelace-1843, notes-a-g, bernoulli, babbage-design, not-completed, source-citations, no-decoy-citation, claim-calibration, no-false-completion, mcp-research-provenance)" ] }, "judge": { "judgeProvider": "anthropic-cli", "judgeModel": "claude-sonnet-4-6", "scenarioId": "wikipedia-research-brief", "scoreAxes": { "synthesis": 8, "grounding": 8, "citationQuality": 9, "calibration": 9 }, "meanScore": 8.5, "justification": "The brief builds a coherent argument across three sources rather than summarizing each in turn, linking Menabrea's paper to Lovelace's translation to the Engine's design to Note G's significance. Citation ids appear inline at the precise claims they support. The 'first programmer' caveat is handled with notable discipline—flagged as 'debated shorthand' every time it appears. 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"scoreAxes": { "Guardrail-first discipline": 7, "Reversible-stage execution": 8, "Genuine deduplication": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "developer", "scenarioId": "craftbook-refactor-module", "trialId": "craftbook-refactor-module-qwen3-8-27b-q4-2026-10-29T11-14-45-186Z-5hat", "rubric": "scenario", "meanScore": 7, "scoreAxes": { "Guardrail-first discipline": 6, "Reversible-stage execution": 7, "Genuine deduplication": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-ab-test-readout", "trialId": "craftbook-ab-test-readout-qwen3-8-27b-q4-2026-10-29T01-58-33-764Z-63wh", "rubric": "scenario", "meanScore": 8, "scoreAxes": { "safety": 7, "mapping": 8, "signals": 8, "containment": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-ab-test-readout", "trialId": "craftbook-ab-test-readout-qwen3-8-27b-q4-2026-10-29T02-27-39-299Z-axey", "rubric": "scenario", "meanScore": 7.5, "scoreAxes": { "safety": 7, "mapping": 8, "signals": 9, "containment": 6 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-ab-test-readout", "trialId": "craftbook-ab-test-readout-qwen3-8-27b-q4-2026-10-29T02-44-31-769Z-6dbk", "rubric": "scenario", "meanScore": 7.8, "scoreAxes": { "safety": 7, "mapping": 8, "signals": 7, "containment": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-annotated-bibliography", "trialId": "craftbook-annotated-bibliography-qwen3-8-27b-q4-2026-10-29T03-03-04-295Z-5we8", "rubric": "scenario", "meanScore": 8.8, "scoreAxes": { "accuracy": 9, "grounding": 9, "structure": 10, "actionability": 7 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-annotated-bibliography", "trialId": "craftbook-annotated-bibliography-qwen3-8-27b-q4-2026-10-29T03-11-49-965Z-t4mp", "rubric": "scenario", "meanScore": 9.3, "scoreAxes": { "accuracy": 9, "grounding": 10, "structure": 10, "actionability": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-annotated-bibliography", "trialId": "craftbook-annotated-bibliography-qwen3-8-27b-q4-2026-10-29T03-17-51-689Z-1bi0", "rubric": "scenario", "meanScore": 8.3, "scoreAxes": { "accuracy": 8, "grounding": 9, "structure": 9, "actionability": 7 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-powerpoint-deck", "trialId": "craftbook-powerpoint-deck-qwen3-8-27b-q4-2026-10-28T22-31-29-305Z-8mh0", "rubric": "scenario", "meanScore": 7, "scoreAxes": { "source-acquisition": 7, "outline-parity": 5, "grounding": 8, "convertibility": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-powerpoint-deck", "trialId": "craftbook-powerpoint-deck-qwen3-8-27b-q4-2026-10-28T22-45-31-139Z-piqc", "rubric": "scenario", "meanScore": 7, "scoreAxes": { "source-acquisition": 7, "outline-parity": 5, "grounding": 8, "convertibility": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-powerpoint-deck", "trialId": "craftbook-powerpoint-deck-qwen3-8-27b-q4-2026-10-28T22-53-50-441Z-8rdo", "rubric": "scenario", "meanScore": 7.8, "scoreAxes": { "source-acquisition": 8, "outline-parity": 7, "grounding": 9, "convertibility": 7 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-research-to-document", "trialId": "craftbook-research-to-document-qwen3-8-27b-q4-2026-10-29T03-25-08-578Z-rs7h", "rubric": "scenario", "meanScore": 8.7, "scoreAxes": { "grounding": 9, "structure": 9, "convertibility": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-research-to-document", "trialId": "craftbook-research-to-document-qwen3-8-27b-q4-2026-10-29T03-31-58-162Z-q3l0", "rubric": "scenario", "meanScore": 8.7, "scoreAxes": { "grounding": 9, "structure": 9, "convertibility": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-research-to-document", "trialId": "craftbook-research-to-document-qwen3-8-27b-q4-2026-10-29T03-40-24-309Z-ozy9", "rubric": "scenario", "meanScore": 8.7, "scoreAxes": { "grounding": 9, "structure": 9, "convertibility": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-spreadsheet-model", "trialId": "craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-23-36-650Z-ykgj", "rubric": "scenario", "meanScore": 8, "scoreAxes": { "workflow fidelity": 8, "usefulness": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-spreadsheet-model", "trialId": "craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-32-06-532Z-p8vm", "rubric": "scenario", "meanScore": 8.5, "scoreAxes": { "workflow fidelity": 8, "usefulness": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-spreadsheet-model", "trialId": "craftbook-spreadsheet-model-qwen3-8-27b-q4-2026-10-28T21-55-31-317Z-3uw5", "rubric": "scenario", "meanScore": 9, "scoreAxes": { "workflow fidelity": 9, "usefulness": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-week-plan", "trialId": "craftbook-week-plan-qwen3-8-27b-q4-2026-10-28T23-23-33-979Z-k7u5", "rubric": "scenario", "meanScore": 8.5, "scoreAxes": { "coverage": 9, "prioritization": 8, "conflict-handling": 9, "realism": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-week-plan", "trialId": "craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-04-53-145Z-t4ff", "rubric": "scenario", "meanScore": 8.8, "scoreAxes": { "coverage": 9, "prioritization": 8, "conflict-handling": 9, "realism": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "craftbook-week-plan", "trialId": "craftbook-week-plan-qwen3-8-27b-q4-2026-10-29T00-28-18-791Z-sat6", "rubric": "scenario", "meanScore": 9, "scoreAxes": { "coverage": 9, "prioritization": 9, "conflict-handling": 9, "realism": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "docblocks-theme-roundtrip", "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-19-35-176Z-68rz", "rubric": "scenario", "meanScore": 8.3, "scoreAxes": { "grounding": 9, "candor": 10, "usefulness": 6 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "docblocks-theme-roundtrip", "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-23-20-519Z-f6nd", "rubric": "scenario", "meanScore": 8.7, "scoreAxes": { "grounding": 10, "candor": 10, "usefulness": 6 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "docblocks-theme-roundtrip", "trialId": "docblocks-theme-roundtrip-qwen3-8-27b-q4-2026-10-28T22-27-04-485Z-pbn8", "rubric": "scenario", "meanScore": 8.7, "scoreAxes": { "grounding": 9, "candor": 10, "usefulness": 7 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "meeting-followup", "trialId": "meeting-followup-qwen3-8-27b-q4-2026-10-28T21-16-06-326Z-jpne", "rubric": "scenario", "meanScore": 8.8, "scoreAxes": { "decisionClarity": 9, "grounding": 8, "actionability": 9, "brevity": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "meeting-followup", "trialId": "meeting-followup-qwen3-8-27b-q4-2026-10-28T21-18-33-694Z-gw2u", "rubric": "scenario", "meanScore": 8.8, "scoreAxes": { "decisionClarity": 9, "grounding": 8, "actionability": 9, "brevity": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "meeting-followup", "trialId": "meeting-followup-qwen3-8-27b-q4-2026-10-28T21-21-01-112Z-a7mh", "rubric": "scenario", "meanScore": 8.5, "scoreAxes": { "decisionClarity": 9, "grounding": 8, "actionability": 9, "brevity": 8 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "wikipedia-research-brief", "trialId": "wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-02-18-309Z-gn5p", "rubric": "scenario", "meanScore": 8.3, "scoreAxes": { "synthesis": 8, "grounding": 7, "citationQuality": 9, "calibration": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "wikipedia-research-brief", "trialId": "wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-07-48-567Z-t3wg", "rubric": "scenario", "meanScore": 8.5, "scoreAxes": { "synthesis": 8, "grounding": 8, "citationQuality": 9, "calibration": 9 }, "judgeModel": "claude-sonnet-4-6" }, { "modelId": "qwen3.8-27b-q4", "suiteId": "productivity", "scenarioId": "wikipedia-research-brief", "trialId": "wikipedia-research-brief-qwen3-8-27b-q4-2026-10-28T23-15-42-091Z-wz1v", "rubric": "scenario", "meanScore": 8.5, "scoreAxes": { "synthesis": 8, "grounding": 8, "citationQuality": 9, "calibration": 9 }, "judgeModel": "claude-sonnet-4-6" } ] } }, "reports": { "report.md": "# Scorecard: DGX Spark, 2026-10-28 run\n\nThis is the reviewed analysis behind the October 28–30 DGX Spark round on the model scorecard.\n\n## Corrections and follow-up (October 31)\n\nTwo statements in the first version of this report were wrong. Both are corrected in the sections below:\n- **Gemma's recipe-routing misses started in `suggest_work`, not in Gemma.** In all three dev-craftbook-routing trials, `suggest_work` answered that no existing recipe fit and advised saving a new one with `craftbook_write`, and Gemma did what it was told. Qwen got the same answer and found the recipe another way. The ranker embedded the whole message, which was mostly about the CSV export, so bug-fix-tdd ranked 39th. It also kept only six books before setting aside the ones a code fix cannot start. Gemma's find-vs-create and route-multi misses began the same way: `suggest_work` offered Job Hunt or Trip Planner plus a new project, never SEO Metadata Pack or press-release.\n- **Gemma wrote text into `report.docx` with `write_artifact`, not `write_file`.** A guard already refused that write through `write_file`; `write_artifact` had none.\n\nThis round's numbers stay as recorded. Gezel and the harness have since fixed the following (6d17349f):\n- Defect 1: a craftbook scenario whose book declares package commands now runs with package scripts on. In the product, such a step pauses with a note for the person when the setting is off, instead of looping.\n- Defect 2: DocBlocks joins a plain chat whose messages name a `.pptx`, `.docx` or `.xlsx` file.\n- Defects 3 and 4: authoring scenarios track the task's progress, so step completions no longer count as failed repairs. The fast stall check now waits while a store run is underway.\n- Defect 5: Linux runs gate scripts the model writes, carrying their report-back channel over standard pipes.\n- Defect 6: a gate the model wrote during the trial counts as a model failure.\n- Defect 7: the default HTML review grades only the page a scenario asks for.\n- Defect 8: summaries after a recipe write or task launch no longer count as prose-as-deliverable, and the flag needs a real `#` title.\n- Defect 9: a refused partial write is explained as refused, and the turn stops at the third identical refusal.\n- `suggest_work` now also ranks each sentence of a longer message, and ranks 40 books deep before filtering. dev-craftbook-routing now gets bug-fix-tdd first, and Gemma's own wording in find-vs-create and route-multi gets the right recipe first.\n- `write_artifact` refuses text written to an Office or PDF path.\n\nRecipe content changes are written but not yet published in Gilde. They cover deep-security-review, ab-test-readout, and the copied runbook rubric in release-notes, changelog-writeup and investigate. The affected scenarios need a re-run to measure the models without these defects.\n\n| | |\n|---|---|\n| Machine | DGX Spark (NVIDIA GB10, 122 GB unified memory), linux-arm64 CUDA |\n| Engine | llama.cpp, native release 0.1.54 |\n| Code | gezel 22fec991, plus the uncommitted `constrained-turn.ts` conditional-clause fix; gilde 0.3.1 pinned |\n| Models | `qwen3.8-27b-q4`, `gemma4-12b-q4` |\n| Suites | core, productivity, developer, complex-work |\n| Trials | 3 per scenario, 258 in total |\n| Run time | 2026-10-28 12:13 to 2026-10-30 15:31 PDT (Qwen 34.8 h, Gemma 16.0 h) |\n| Judge | `claude-sonnet-4-6` through the Claude CLI: 121 trials judged; 137 not graded, because their task declares no rubric and produced no HTML page |\n\nFiles in this download:\n- [trials.csv](trials.csv): one row per trial, with its fixed score, speed and judge mean\n- [scorecard-details.json](scorecard-details.json): every trial's result, facts, metrics, fixed-score breakdown, judge report and review selection\n- [scorecard.json](scorecard.json): the data the website's tables read\n- [judging/judge-report.json](judging/judge-report.json): the judge sweep's ledger\n\n## Headline\n\n| Suite | Qwen 3.8 27b | Oct 12 Qwen | Gemma 4 12b | Gemma 4 12b, earlier |\n|---|---|---|---|---|\n| core | **33/33** | 33/33 | **32/33** | 31/33 (Aug 22, M4 Max) |\n| productivity | **34/39** | 37/39 | **32/39** | 34/39 (Aug 22, M4 Max) |\n| developer | **21/30** | 29/30 | **14/30** | first run |\n| complex-work | **18/27** | 20/27 | **12/27** | first run |\n\nMost of the headline drop is not about the models. Of Qwen's 18 developer and complex-work failures, 9 come from lockdown eval homes having no package scripts, 3 from author-gate-script (unpassable on Linux, defect 5), and 3 from harness stops while the task was still advancing (defects 3 and 4). Adjusted for the defects below:\n\n| Suite | Qwen 3.8 27b, adjusted | Gemma 4 12b, adjusted |\n|---|---|---|\n| productivity | 34/36 | 32/36 |\n| developer | 21/21 | 14/21 |\n| complex-work | 18/21 | 12/24 |\n\nHow the adjustments were made:\n- The three docblocks-theme-roundtrip trials are dropped from productivity.\n- The nine test-run failures are dropped from developer.\n- Complex-work drops author-gate-script for both models (unpassable on Linux), plus Qwen's two route-multi trials and one author-fanout trial that were stopped while still advancing.\n\n## Developer suite: failure rate, with and without the tool-usage phase\n\nA failure counts as tool-phase when the task stopped on a step whose gate requires a `commandEvidence` receipt, and `run_package_script` was never on that trial's tool surface. Since a626bf91 (2026-10-26, ADR 0028), lockdown turns off `allowPackageScriptExecution`, and eval homes run at lockdown. The steps involved:\n- codemod-sweep verify/repair\n- refactor-module baseline/verify/repair\n- bug-fix-tdd reproduce/validate/repair\n\n| Developer suite | Qwen 3.8 27b | Gemma 4 12b |\n|---|---|---|\n| Failure rate | 9/30 (30.0%) | 16/30 (53.3%) |\n| Failure rate excluding tool-phase failures | **0/21 (0.0%)** | **7/21 (33.3%)** |\n| Tool-phase failures | 9 | 9 |\n\nThe tool-phase jobs are the same for both models:\n\n| Craftbook | Trials | Stopped at |\n|---|---|---|\n| bug-fix-tdd | 3/3 | reproduce, which needs an observed *failing* `npm run test` |\n| codemod-sweep | 3/3 | verify |\n| refactor-module | 3/3 | baseline, which needs an observed *passing* test run before any work |\n\nOn Oct 12, Qwen passed all three of these 3/3. In this run no model could pass them.\n\nGemma's seven failures that are not tool-phase are real (passes shown):\n- dev-craftbook-routing 0/3\n- deep-security-review 1/3\n- large-pr-review 1/3\n\n## Measurement defects found (harness and gezel were left unchanged during the run)\n\n1. **Lockdown eval homes have no package scripts** (a626bf91). This explains every developer tool-phase failure above. Qwen's sessions recognised the cause and reported it plainly instead of faking a result; one wrote \"I keep hitting the same wall\" and named the blocker.\n\n2. **docblocks-theme-roundtrip cannot pass** (be329eb5, 2026-10-27). The bundled DocBlocks toolset now joins only sessions running a craftbook or producing a binary deliverable. This scenario is a plain chat, so `infer_theme_from_file` is never on the tool surface. Both models correctly said the tool was missing. Result: 0/3 for each model, and the Qwen productivity drop from 37 to 34 is entirely this scenario.\n\n3. **The route-multi harness counts step completions as failed repairs.** The scenario fails while the task \"has status active\". Each time a step session ends, the harness counts it as a \"completed post-nudge file mutation despite byte-identical checked content\", and it stops the trial after four.\n - In both Qwen failures the stepwise task was moving through its steps normally (`scope → draft → review → evaluate → finish`).\n - Trial `tpjx` was stopped 80 s after its final step, `finish`, began.\n - Trial `tof0` was stopped 2.5 min into `review`.\n - Oct 12's identical 1/3 is probably the same defect.\n - Gemma's single failure here is real: it never started the press-release recipe.\n\n4. **author-fanout stopped while still working** (Qwen trial 3).\n - The recipe was correct and 3 of 4 per-store runs were done.\n - The fast-path retry loop stopped the trial after 8 minutes stuck at 3 of 4.\n - The engine was still serving the fourth shard: slot save/restore went on until 06:02:56, and the shard session transcript `ruslana` was cut off mid-turn.\n - The harness's own log says in the same minute that it held a nudge back because the session was \"already working\".\n\n5. **On Linux, gezel cannot run gate scripts written by the model.** `node-executor.ts` runs untrusted scripts with `denyNet: true` plus an RPC channel. `runner.ts:158` turns off the Linux systemd boundary whenever an RPC channel is used, so `selectDenyNetBoundary` answers `unavailable` and the script fails closed with \"denyNet requires an enforceable OS network boundary\".\n - The probe itself succeeds on this machine (`systemd-run --user … RestrictAddressFamilies=AF_UNIX` exits 0); the gap is the RPC exclusion.\n - A perfect model cannot pass craftbook-author-gate-script on Linux. Oct 12's 0/3 (3 non-model failures) and today's single Qwen trial that reached a script run both hit it.\n - The other five gate-script failures stopped earlier for model reasons, before any script ran.\n\n6. **The ingest's non-model classification is wrong for authoring scenarios.** `gate-unevaluable` is counted as `infra`.\n - Qwen gate-script `clit` failed because the model's own script rejected its `lowStockThreshold` input.\n - Gemma export-generalize `cnxc` failed on the model's own `checks[0]` configuration error.\n - In an authoring scenario the model wrote that gate, so these are model failures. The published table keeps the harness's classification, so both are set aside there.\n\n7. **The judge grades the starting page on find-vs-create.** The default rubric takes the first `.html` in the workspace, which is the seeded shop page, not the model's work. Passing trials got 0.8/10 with \"none of that happened\". Those six trials, the one Gemma author-gate-script trial graded the same way, and docblocks-theme-roundtrip are left out of the judge section.\n\n8. **`prose-as-deliverable` fires on progress summaries.**\n - All 23 Qwen hits are closing status reports to the person, written after `craftbook_write` or a task launch (\"Done — here's what I set up…\").\n - `FILE_WRITE_TOOLS` in score-trial omits `craftbook_write` and the other authoring and task tools.\n - Under the fixed rubric a red flag zeroes behavior soundness. That costs Qwen 0.6 on complex-work. Below, the composite is given both as computed and with this flag ignored.\n\n9. **The petshop abort message says \"corrupting\" when the write was refused.** `tool-failure-tracker.ts:248/315` tells the model \"re-emitting the whole file keeps corrupting it\". In Gemma's failure every write was refused by the shrink guard (676 bytes against 5,921). Nothing was corrupted; the model was sending a fragment.\n\n## Capability rubric (fixed 0–10; per-trial scores in [trials.csv](trials.csv))\n\n| Model | Suite | Mean composite | Ignoring defect 8 | Bands (ship / tune / gap) |\n|---|---|---|---|---|\n| Qwen 3.8 27b | core | 9.7 | 9.7 | 33 / 0 / 0 |\n| Qwen 3.8 27b | productivity | 9.0 | 9.0 | 34 / 4 / 1 |\n| Qwen 3.8 27b | developer | 8.0 | 8.1 | 21 / 5 / 4 |\n| Qwen 3.8 27b | complex-work | 7.2 | 7.8 | 18 / 9 / 0 |\n| Gemma 4 12b | core | 9.6 | 9.6 | 31 / 1 / 1 |\n| Gemma 4 12b | productivity | 8.9 | 8.9 | 32 / 6 / 1 |\n| Gemma 4 12b | developer | 7.4 | 7.4 | 14 / 12 / 4 |\n| Gemma 4 12b | complex-work | 7.0 | 7.0 | 12 / 13 / 2 |\n\nBands: ship-ready is 8 or more, needs-tuning is 5–7.9, framework-gap is under 5.\n\nHow the rubric axes were applied:\n- **Completion:** 10 for success; 6 for repair-exhausted, meaning delivered and completed but below the bar; 3 or 0 for stalls by sniff progress.\n- **Process efficiency:** interpolated between the rubric's anchor points at 11–19 calls (8), more than 30 calls inside the budget (3), and more than 90% of the budget (2).\n- **Behavior soundness:** exactly two auto-answers scores 8.\n\nFramework-gap trials, composite under 5:\n- Qwen: the four developer tool-phase trials and the week-plan timeout.\n- Gemma: petshop (4.5), three refactor-module and dev-craftbook-routing tool or routing trials, the ab-test-readout loop (3.7), and two complex-work stalls.\n\n## Performance (separate from capability)\n\n| | Qwen 3.8 27b | Gemma 4 12b |\n|---|---|---|\n| Decode tokens/s, median (p10) | 28.6 (23.1) | 76.3 (65.9) |\n| Prefill tokens/s, median | 779 | 1,552 |\n| First-turn time to first token, median | 15.8 s | 9.7 s |\n| Peak GPU utilization, median | 96% | 96% |\n| Peak system memory, max | 65.8 GB | 46.5 GB |\n| Peak daemon RSS, max | 15.6 GB | 23.1 GB |\n| Total trial wall-clock | 34.8 h | 16.0 h |\n| Tokens (input / output) | 17.4 M / 1.99 M | 20.2 M / 1.94 M |\n\nCompared with Oct 12, Qwen's engine speed is unchanged. That round ran native 0.1.49 with the same settings: 4 threads, MTP on, f16 cache and a 256K context. Over every trial, decode was 29.2 tokens/s then and 28.6 now, and prefill was 731 then and 779 now. Matched by context depth from the engine's per-request timings, decode is within 2% up to 64K tokens, and prefill is 3–7% faster except at 32–64K, where it is 5% slower. Above 64K, decode was 15% slower, but MTP draft acceptance also fell from 0.74 to 0.59. That follows what the long developer loops were generating, not the engine. (The first version compared one-sample admission probes: 30.1 against 28.9.) Qwen's shorter complex-work trials are therefore not engine speed: edit-midtask fell from 47 to 17 min and export-generalize from 31 to 18 min because the trials took fewer turns. Developer was slower overall (350 to 725 min), because the tool-phase trials looped for about an hour each before being stopped.\n\nGemma 4 12b is the first sub-15B model with a full four-suite record on this machine. It runs 2.7× faster at decode and finishes the four suites in 46% of Qwen's wall-clock.\n\n## Qualitative judge (advisory; does not change the composite)\n\nMeans exclude the trials listed under defect 7. The website's review tables select differently: they keep each rubric in its own column, include docblocks-theme-roundtrip under its own rubric, and leave out the A/B readout reviews, whose declared rubric (safety, mapping, signals, containment) was written for a runbook.\n\n| Model | Suite | Judged | Mean | Passing trials | Failing trials |\n|---|---|---|---|---|---|\n| Qwen 3.8 27b | core | 9 | 8.2 | 8.2 | – |\n| Qwen 3.8 27b | productivity | 24 | 8.4 | 8.3 | 9.0 |\n| Qwen 3.8 27b | developer | 18 | 7.9 | 8.8 | 7.0 |\n| Qwen 3.8 27b | complex-work | 3 | 6.5 | 6.5 | – |\n| Gemma 4 12b | core | 9 | 6.9 | 6.9 | 7.0 |\n| Gemma 4 12b | productivity | 24 | 7.2 | 7.2 | 7.4 |\n| Gemma 4 12b | developer | 18 | 5.5 | 7.3 | 4.3 |\n| Gemma 4 12b | complex-work | 3 | 4.9 | 4.9 | – |\n\nAcross all judged trials, passing trials average 7.7 and failing trials 6.0. The judge separates the models more sharply than pass rates do: Qwen leads by 1.2–2.4 points in every suite. On the three anchored games it rates Qwen 8.3 and Gemma 6.9.\n\nWhere the judge and the gates disagree:\n- **Failing trials judged 7 or higher.** These are tool-phase failures (Qwen codemod-sweep 7.3–7.7, refactor-module 7.0–7.7), Gemma's research-to-document (8.7; the judge reads the report text and cannot see that `report.docx` is not a ZIP) and Qwen's week-plan timeout (9.0). In each case the deliverable was good and a gate or process requirement failed.\n- **Passing trials judged under 5.** Gemma invoice-run (3.8): \"no actual invoices were produced — only a summary report\". The judge only sees one artifact, so this may be an artifact-selection limit. It is worth one look before trusting invoice-run's gate.\n\n## Positives\n\n- **Core is solid.** Qwen 33/33 (`outcome.success` in every core trial). Gemma 32/33, and its median core trial takes 1.15 min (`outcome.durationMs`).\n- **Qwen held or improved on everything not hit by a defect:**\n - deep-security-review 2/3 → 3/3, export-generalize 2/3 → 3/3, week-plan 1/3 → 2/3.\n - api-contract-review, code-review, large-pr-review, interface-contract and fix-squisq-bugs all stayed 3/3.\n- **Qwen is honest when blocked.** In the tool-phase trials and the week-plan pause it wrote plain blocker reports (`toolUse.redFlags[*].argsSummary` previews) instead of claiming to be done.\n- **Gemma does well on the structured productivity work:** spreadsheet-model, powerpoint-deck, annotated-bibliography, meeting-followup and records-intake are all 3/3, and week-plan 3/3 beats Qwen.\n- **No real red flags for Qwen.** Every flag is the defect-8 false positive. Gemma had one: `empty-question` on refactor-module.\n\n## Negatives\n\n- **Gemma follows `suggest_work` where Qwen looks further** (corrected; see the top of this report).\n - dev-craftbook-routing 0/3: each time, `suggest_work` said no recipe fit and advised `craftbook_write`, so Gemma wrote its own recipe. Qwen got the same answer and found bug-fix-tdd anyway.\n - route-multi: `suggest_work` offered Trip Planner and a new project, and Gemma started a new project.\n - find-vs-create: `suggest_work` offered Job Hunt and a new project, and the Meester handed the job to a developer. The developer found SEO Metadata Pack with `list_craftbooks` but never started it, which is Gemma's own miss.\n- **Gemma drifts from schemas on structured output, but in two of the three cases the eval contributed.**\n - deep-security-review: the scenario gives the worker a request, not the recipe, and the request never named the record fields. Gemma learned them one repair at a time, and the plateau rule ended the trial after 6 repairs. Its authorization finding covered two routes, so it wrote `\"line\": \"3, 6\"` in one trial and `\"lines\": [3, 6]` in another.\n - large-pr-review is a real miss. One ledger listed 121 paths: it added `feature-001`, `feature-119` and `feature-120` by following the numbering, and left out two of the three non-feature files. Another stopped 31 files short.\n - ab-test-readout: the eval's fixed `stats.json` format had no field for a confidence interval. The book's review step fails a readout without one, and its writing step adds no numbers, so the first task cycled between writing and review 13 times and paused. A relaunched task then rewrote `stats.json` with its own keys (`conversion_rate` for `rate`), which is why the oracle reported `control.rate` missing.\n- **Gemma writes text to binary paths.** In research-to-document 1/3 it used `write_artifact` to put text into `report.docx`, even though `convert_document` and `save_artifact` were on the tool surface. (The first version said `write_file`, which a guard already refused.)\n- **Gemma repeats an identical refused write.** In petshop it sent the same 676-byte `write_file` five times against the shrink guard.\n- **Both models are weak at authoring craftbooks:**\n - author-fanout 0/3 each. Two Qwen trials and one Gemma trial wrote fixed per-store steps instead of a fanout.\n - author-gate-script 0/3 each. Defect 5 blocks it on Linux regardless.\n - Gemma export-generalize 0/3, with two 300 s chat stalls where the model ended its turn and ignored the re-engage nudge.\n- **Qwen author-linear dropped to 2/3.** One fast-path retry loop: three rewrites with no sniff movement.\n\n## Tactical fixes (parameter and prompt)\n\n- **Refused writes:** in `packages/core/src/local-loop/tool-failure-tracker.ts` (lines 248 and 315), branch on the shrink-guard refusal text (\"Refusing to replace … much shorter\"). Replace \"keeps corrupting it\" with \"your write was refused: it would cut `` from N to M bytes, so your content is a fragment. Change only the part you meant with `replace_lines`.\" Also cap identical-argument refusals at 2, not 5. Justified by Gemma petshop, where `failureMode` was `repair-aborted` after 5 byte-identical refused writes.\n- **Recipe routing for small models: withdrawn.** The first version proposed a small-model behavior that would make `invoke_craftbook` follow any `suggest_work` match. In these trials `suggest_work` offered no match, so the behavior would not have helped. The fix belonged in `suggest_work`'s ranking, and is done.\n- **Findings schema:** written for Gilde deep-security-review 1.1.5, not yet published. The report step shows one example record and says a weakness found in several places gets one record per place. A new gate checks every record's fields. Because this scenario never shows the worker the recipe, its request now names the fields too.\n\n## Strategic fixes (framework)\n\nAll six are done as of October 31; see the top of this report.\n\n1. **Run evals at the security level the scenario needs, not blanket lockdown.** `evals/src/runner.ts` (security block around lines 1250–1283) should give the developer craftbook scenarios a preset with `allowPackageScriptExecution: true` and keep everything else at lockdown. A scenario-level `securityLevel`, or a `packageScripts: true` capability, beats a global switch. Restores 9 trials per model.\n2. **Give Linux a network boundary for script RPC runs.** In `runner.ts:158`, `!opts.rpcChannel` turns off the systemd boundary for every model-authored script on Linux. `systemd-run --pipe` carries stdio, which is what the stdio RPC needs; the Windows MXC lane already uses stdio-RPC under a container. Until that lands, gate scripts written by the model fail closed on every Linux install, which is a product gap, not just an eval one.\n3. **Make the harness's repair counter aware of tasks.** In the route-multi family, a step session's turn ending while the task advanced (a new `resolved step` since the last nudge) should not count as a repair attempt. The fanout stall-path should likewise defer while a shard session is mid-turn, as the nudge path already does.\n4. **Fix the eval measurement defects:**\n - In `evals/src/trial-llm-judge.ts`, skip the default-html judge when the scenario's deliverable is not HTML, or give find-vs-create a `judge` spec.\n - Add `craftbook_write`, `save_artifact`, `convert_document` and the task-launch tools to `FILE_WRITE_TOOLS` in `score-trial.ts`, or exempt summaries written after a successful write or launch.\n - In authoring scenarios, classify `gate-unevaluable` as `model` in the ingest's failure-class rule.\n5. **Give the Office deliverable a guard as well as a tool.** Extend `rasterImageWriteRefusal` (`packages/mcp/src/server.ts:2189`) to `.docx`, `.pptx` and `.xlsx`, pointing to `convert_document` and `save_artifact`. A small model that writes text to a binary path should be told why at the moment it happens, as raster images already are.\n6. **Restore DocBlocks for plain-chat DocBlocks work.** Either `bundledDocblocksJoinsSession` should admit a session whose turn names a DocBlocks capability, or docblocks-theme-roundtrip should start through a craftbook. Decide which before the next productivity run, or the scenario stays at 0 for every model.\n\n## Strategic check against Oct 12\n\n- **No model regression shows up for Qwen 3.8 27b** once the defects are removed:\n - developer was 29/30 and is 21/21;\n - productivity was 37/39 and is 34/36;\n - complex-work matches or beats Oct 12 on 7 of 9 scenarios.\n- **author-fanout fell from 2/3 to 0/3.** It is the one place with a real signal: one trial is defect 4, and two are real authoring misses.\n- **route-multi's 1/3 on both dates** is most likely the same harness artifact, not a stable model ceiling.\n- **Gemma 4 12b has no earlier developer or complex-work baseline.** Its core and productivity results match its Aug 22 M4 Max run within one trial.\n\n## Next experiment\n\nWith the fixes above in place, re-run only the affected cells, 3 trials per model, on this Spark:\n- developer: bug-fix-tdd, codemod-sweep, refactor-module, dev-craftbook-routing, and deep-security-review for Gemma;\n- complex-work: route-multi, author-fanout, author-gate-script, and find-vs-create for Gemma;\n- productivity: docblocks-theme-roundtrip, research-to-document, and ab-test-readout for Gemma;\n- core: petshop for Gemma.\n\nThat gives clean developer and complex-work numbers for both models. It also shows whether route-multi and author-fanout fail for real reasons, and whether Gemma routes to recipes once `suggest_work` offers them. The recipe-routing behavior A/B from the first version is dropped.\n" }, "evidence": { "availability": "Structured outcomes, score-trial facts, metrics, judge reports and the reviewed report are included. Generated artifacts, session transcripts and process logs remain in the local archive.", "pathConvention": "Repository-relative archive references, not download URLs. 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