# Paper Code Audit

> Compare a paper's claims against its public codebase. Use when the user asks to audit a paper, check code-claim consistency, verify reproducibility of a specific paper, or find mismatches between a paper and its implementation.

- Skill: `advaitpaliwal/paper-code-audit` (Agent Skill)
- Install (CLI): `npx skillmds@latest add advaitpaliwal/paper-code-audit`
- Raw SKILL.md: https://api.skillmd.com/api/skills/advaitpaliwal/paper-code-audit/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Security
- Author: advaitpaliwal (https://skillmd.com/u/advaitpaliwal)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/advaitpaliwal/paper-code-audit

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# Paper-Code Audit

Run the `/audit` workflow. The slash command expands the full workflow instructions in the active session; do not try to read a relative prompt-template path from the installed skill directory.

Agents used: `researcher`, `verifier`

Output: audit report in `outputs/`.