Feynman 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.

install

source · Clone the upstream repo

git clone https://github.com/getcompanion-ai/feynman

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/getcompanion-ai/feynman "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/paper-code-audit" ~/.claude/skills/getcompanion-ai-feynman-paper-code-audit && rm -rf "$T"

manifest: skills/paper-code-audit/SKILL.md

source content

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/