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merge(learn): harvest signals for the decision engine (decision-engine task 5)

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Verify a/b + agree on 150 labelled units ($2.54 attributed), model roles on 799
files ($1.40), engine features for 682 of 686 pair sides; 1,712 feature records.

Co-Authored-By: Claude Opus 5.5 <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
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Marius Ciepluch
2026-10-01 19:13:20 +02:00
co-authored by Claude Opus 5.5
parent 53c9a7cc65 10c97c1b8d
commit 4c96a59f8f
21 changed files with 1738 additions and 137 deletions
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.kiro/specs/learned-decision-engine/tasks.md
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@@ -31,10 +31,13 @@ a model or embedding call.
commits (separate, never merged); a first label snapshot committed as counts only.
- _Requirements: 2.1, 2.2, 2.3, 7.1_
- [ ] 5. Harvest (in progress)
- [x] 5. Harvest (needs budget go-ahead)
- A plane Run of verify a/b on the verify-family pairs and development cases (~$6, ceiling $10), model roles on
the candidate files (ceiling $10), engine features for the pair corpus on the host (frozen source, one
container at a time, background).
- Done 2026-10-01 (`benchmarks/measurements/2026-10-01-decision-engine-harvest/record.json`): verify $2.54 and roles
$1.40 by attribution. The engine job finished the same day (682 of 686 pair sides; the 2 family-unknown pairs
not run) and the feature records were rebuilt; dev-php pins have no engine run (`missing`).
- _Requirements: 1.1_
- [ ] 6. Program, local memory and compilation (design sections 4-5)