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feynman/prompts/audit.md
Advait Paliwal a452cd95b8 Add plan-confirm steps to all workflows, cite alphaXiv and Agent Computer, add visuals to writer 
- Every workflow prompt now shows a plan and asks the user to confirm before executing
- /autoresearch asks for execution environment (local, branch, venv, cloud) and confirms before looping
- Writer agent and key prompts now generate charts (pi-charts) and diagrams (Mermaid) when data calls for it
- Cite alphaXiv and Agent Computer in README and website homepage
- Clear terminal screen before launching Pi TUI
- Remove Alpha Hub GitHub link in favor of alphaxiv.org

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 17:45:26 -07:00

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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: $@

Requirements:

  • Before starting, outline the audit plan: which paper, which repo, which claims to check. Present the plan to the user and confirm before proceeding.
  • Use the researcher subagent for evidence gathering and the verifier subagent 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/ as markdown.
  • End with a Sources section containing paper and repository URLs.