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feynman/prompts/paper-code-audit.md
2026-03-20 11:05:58 -07:00

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---
description: Compare a paper's claims against its public codebase and identify mismatches, omissions, and reproducibility risks.
---
Audit the paper and codebase for: $@
Requirements:
- Identify the canonical paper first with `alpha_search` and `alpha_get_paper`.
- Extract implementation-sensitive claims with `alpha_ask_paper`.
- If a public repo exists, inspect it with `alpha_read_code`.
- Compare claimed methods, defaults, metrics, and data handling against the repository.
- Call out missing code, mismatches, ambiguous defaults, and reproduction risks.
- Save the audit to `outputs/` as markdown.