spec(learned-decision-engine): design and tasks revised for the AI classifier

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In-house DSPy-style program (retrieve -> classify(k)) on the metered client;
example store with signal-profile Gower neighbours re-ranked by code embeddings;
balanced Brier metric, bootstrap few-shot and instruction search on a compile
split; Platt calibration on other folds; cached replay; tasks 6.1-6.7 with paid
steps flagged for go-ahead.

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 09:22:29 +02:00

co-authored by Claude Opus 5.5

parent 2d69a8b677

commit b6a49fa4dc

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