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audit-reproducibility
pedrohcgs/claude-code-my-workflowSkill
Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. Report PASS/FAIL per claim against tolerance thresholds. Use before submission and before releasing a replication package.
Why this score
This repo hosts 10 skills, so its 1,664 stars are split between them (about 166 each) for scoring.
Popularity score: 72/100 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 ae726177e234, 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 oneaudit-reproducibility pedrohcgs/claude-code-my-workflow · Skill | 72 | ★ 1.7k | ≈70 always | 1mo ago |
| reproducibility-auditor flonat/flonat-research · Subagent Both about reproducibility | 51 | ★ 147 | ≈25 in chat | 1mo ago |
| aaai-reproducibility brycewang-stanford/Awesome-Journal-Skills · Skill Both about reproducibility and claim | 65 | ★ 1.3k | ≈90 always | 1mo ago |