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docs(learning-harness): implementation plan, 28 tasks in 5 groups, two sanity reviews
Foundation: taxonomy, DeepSeek endpoint, corpus fields, TypeScript grammar, curated hunter tools. Core: classifier tiers and measurement, per-pair family scoring and aggregation, detector configurations and runner, verifier registry with oracle callback, canary templates and second judge, journal and archive. Integration: one teacher rule, family scoring on the pairs hunter path, round zero with per-model noise floors, scan-path tags and manifest block, proposers, acceptance and revert, round orchestration, publish, subcommands. Corpus repairs and validation last. Both sanity reviews' findings recorded in the plan; K-run evaluation honors requirement 3.5 at every stage. Co-Authored-By: Claude Fable 5.1 <[email protected]> Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
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Claude Fable 5.1
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{
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"feature_name": "learning-harness",
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"created_at": "2026-09-06T06:32:41Z",
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"updated_at": "2026-09-06T06:43:38Z",
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"updated_at": "2026-09-06T06:57:33Z",
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"language": "en",
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"phase": "design-generated",
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"phase": "tasks-generated",
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"approvals": {
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"requirements": {
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"generated": true,
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@@ -11,10 +11,10 @@
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},
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"design": {
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"generated": true,
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"approved": false
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"approved": true
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},
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"tasks": {
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"generated": false,
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"generated": true,
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"approved": false
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}
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},
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@@ -26,5 +26,5 @@
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"tree-sitter-overlay-extra",
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"harnessx-self-improving-rulesets"
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],
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"approval_note": "2026-09-06 requirements approved by the maintainer in session ('approve the requirements and run the design phase')"
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"approval_note": "2026-09-06 requirements approved by the maintainer in session ('approve the requirements and run the design phase'); 2026-09-06 design approved by the maintainer in session ('approve the design and generate the tasks')"
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}
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