926 B
926 B
Capability accretion
Make run N+1 better through deterministic, replay-safe facts mined from validated prior runs—not model training or mutable hidden memory.
Promote a validated failure-to-fix pair by a reusable class key: gate, evaluator/toolchain kind, and normalized failure fingerprint. Store a reference to the validated fix artifact/diff and the evidence that it passed.
- Extend the concept rails to retain
classKey,fixRef, confidence, and contradiction state. - Deliver high-confidence facts deterministically at plan compilation (contract/gate tightening) or as a bounded stage instruction. L3 remains an instance-recall fallback.
- Mine positive patterns separately: successful plan shapes, resolved commands, and useful retrievals.
- Revoke or decay facts when later recorded evidence contradicts them.
Every promotion and delivery is event-derived and recorded; replay never re-mines live state.