GPT

RECONCILE — Fold Findings Back

Step 4: RECONCILE — Fold findings back The reviewer's output is data, not verdict. You are still the orchestrator. Re-read the artifact text against each finding before classifying. Classify each finding in this preced

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### Step 4: RECONCILE — Fold findings back

The reviewer's output is data, not verdict. You are still the orchestrator. Re-read the artifact text against each finding before classifying.

Classify each finding in this precedence order (first matching class wins):

1. **Contract misread** — reviewer flagged something because the CONTRACT was unclear or incomplete. Fix the contract first, then re-classify on the next cycle.
2. **Valid + actionable** — real issue requiring a change to the artifact. Change it, then re-loop.
3. **Valid trade-off** — issue is real but cost of fixing exceeds cost of accepting. Document the trade-off explicitly.
4. **Noise** — reviewer flagged something correct under context it did not have. Note it, move on, and ask whether adding that context to the contract would have prevented the false flag.

A fresh reviewer can be wrong because it lacks context. Do not defer just because it is "fresh."

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