Paper Code Audit: Install, Source and Security | FunnelSlayer

Paper Code Audit

Published by companion-inc in feynman

No known issues128 installs

What this skill does

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.

Add Paper Code Audit to your agent

Review the source and files first. When you are ready, copy the prompt instruction or use the CLI command supported by your environment.

Install with a prompt

Paste this into a compatible coding agent:

add this skill "paper-code-audit" from https://github.com/companion-inc/feynman

Install with the CLI

Run this command in a controlled environment after reviewing the repository:

npx skills add https://github.com/companion-inc/feynman --skill paper-code-audit

Skill instructions

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/.

Files included

  • SKILL.md

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