Paper-Code Audit
SkillDev toolsLets your agent compare a research paper's claims against its public code to find mismatches.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Paper-Code Audit skill
About this capability
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.
What this skill tells your AI
The instructions your AI receives, as published by companion-inc/feynman in skills/paper-code-audit/SKILL.md and read by ahel’s review.
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/.
Signals
- GitHub stars
- 10k
- Forks
- 1k
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
paper-code-audit- Source
- github.com/companion-inc/feynman