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jgrusewski 3c24c7f49e design(policy-quality): V7 audit + magnitude collapse fix spec
Sub-project A of the production-readiness roadmap. Single-branch,
phase-gated: measurement substrate → parallel investigation tracks
(magnitude collapse + reward V7 audit) → single convergence commit →
6-fold × 50-epoch L40S validation.

Target criteria at close:
  A (action dist): F_Half/F_Full each ≥15% on ≥4/6 folds, WinRate
    55-65%, ≥100 trades/val window
  B (multi-fold):  Best Sharpe > 10 on ≥5/6 folds, WinRate > 55% on
    ≥5/6 folds

Greenfield checkpoint policy — any action-space or weight-shape change
is allowed. All confirmed bugs fix together in one Phase-2 commit.
V7 discipline gates inclusion (measurement confirms the bug), no
ranking across findings.

Out of scope for this spec: paper trading (sub-project C), canary
deployment (sub-project D), hyperopt re-runs, architectural changes
beyond action space.

Awaiting user review before invoking writing-plans.
2026-04-21 20:25:56 +02:00
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