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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.
Why this score
This repo hosts 10 skills, so its 9,992 stars are split between them (about 999 each) for scoring.
Popularity score: 80/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit e39356b48225, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onepaper-code-audit Companion-Inc/feynman · Skill | 80 | ★ 10.0k | ≈61 always | 16d ago |
| claude-code-audit petekp/claude-code-setup · Skill Both about find and implementation | 56 | ★ 48 | ≈155 always | 29d ago |
| paper-verification fcakyon/phd-skills · Skill Both about paper and claim | 64 | ★ 424 | ≈22 always | 24d ago |
| paper-write xstongxue/best-skills · Skill Both about paper | 68 | ★ 3.0k | ≈50 always | 2mo ago |
| code-paper-auditor flonat/flonat-research · Subagent Both about paper and consistency | 51 | ★ 147 | ≈23 in chat | 1mo ago |
| paper-video-cover yhbcode000/paper-share-skills · Skill Both about paper | 52 | ★ 45 | ≈23 always | 3mo ago |