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Open_Ultra_SAST/.kiro/specs/hunter-learning-loop/spec.json
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Marius CiepluchandClaude Fable 5.1 dc2da3d83a spec(hunter-learning-loop): gap analysis and design
Feature engineering is the centre: a feature table with switchable columns
is the contract between producers (source.facts_for, semantic facts, entry
points, diff hunks; lizard and Semgrep only after their evaluations), the
ablation runner and the hunter program. DSPy runs the program (ReAct over a
HuntSignature; GEPA and MIPROv2 propose), our rule accepts on held-out
folds. The pilot stays held out; the hook, its client and the core install
are untouched. Requirements approved by the maintainer ('4 first').

Co-Authored-By: Claude Fable 5.1 <[email protected]>
2026-10-13 12:14:05 +02:00

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{
"feature_name": "hunter-learning-loop",
"created_at": "2026-10-13T09:05:00+02:00",
"updated_at": "2026-10-13T13:30:00+02:00",
"language": "en",
"phase": "design-generated",
"approvals": {
"requirements": {
"generated": true,
"approved": true,
"note": "maintainer 2026-10-13: '4 first' (DSPy for the hunter program)"
},
"design": {
"generated": true,
"approved": false
},
"tasks": {
"generated": false,
"approved": false
}
},
"ready_for_implementation": false
}