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description, args, section, topLevelCli
| description | args | section | topLevelCli |
|---|---|---|---|
| Compare a paper's claims against its public codebase and identify mismatches, omissions, and reproducibility risks. | <item> | Research Workflows | true |
Audit the paper and codebase for: $@
Derive a short slug from the audit target (lowercase, hyphens, no filler words, ≤5 words). Use this slug for all files in this run.
Requirements:
- Before starting, outline the audit plan: which paper, which repo, which claims to check. Write the plan to
outputs/.plans/<slug>.md. Present the plan to the user and confirm before proceeding. - Use the
researchersubagent for evidence gathering and theverifiersubagent to verify sources and add inline citations when the audit is non-trivial. - Compare claimed methods, defaults, metrics, and data handling against the actual code.
- Call out missing code, mismatches, ambiguous defaults, and reproduction risks.
- Save exactly one audit artifact to
outputs/<slug>-audit.md. - End with a
Sourcessection containing paper and repository URLs.