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Open_Ultra_SAST/.kiro/specs/learning-harness/spec.json
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Marius CiepluchandClaude Fable 5.1 71efc9c29d 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
2026-09-06 08:57:42 +02:00

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{
"feature_name": "learning-harness",
"created_at": "2026-09-06T06:32:41Z",
"updated_at": "2026-09-06T06:57:33Z",
"language": "en",
"phase": "tasks-generated",
"approvals": {
"requirements": {
"generated": true,
"approved": true
},
"design": {
"generated": true,
"approved": true
},
"tasks": {
"generated": true,
"approved": false
}
},
"ready_for_implementation": false,
"depends_on": [
"pair-corpus-honesty",
"corpus-seeded-mechanisms",
"authorization-obligations",
"tree-sitter-overlay-extra",
"harnessx-self-improving-rulesets"
],
"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')"
}