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Get Two AI Models to Agree

Research

Alternate two genuinely different models reviewing a plan or doc until both approve the same version unchanged. Inspired by Forward Future's Loop Library.

Prompt

Step 1 — First review
Give your plan, spec, or draft to one model family. Ask for a critical review and a list of concrete issues.

Step 2 — Apply real fixes
Verify each issue is genuine, then apply the fixes that hold up. Produce a revised version.

Step 3 — Second, different reviewer
Hand the revised version to a genuinely different model family. Do not edit it between the two reviews.

Step 4 — Converge or iterate
If the second model raises new issues, fix and loop again. Succeed only when both model families approve the exact same version.

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