feynman/prompts/paper-code-audit.md

description

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.
• End with a Sources section containing paper and repository URLs.
• Save the audit to outputs/ as markdown.