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audit-skill-md
Audit the user-facing skill at skills/datafusion_python/SKILL.md against the current public Python API. Find new APIs that should be documented, stale mentions of removed/renamed APIs, examples that drifted from current idiomatic style, and places that need a "requires datafusion-python NN or newer" note. Run after upstream syncs and before each release.
Why this score
This repo hosts 5 skills, so its 610 stars are split between them (about 122 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 21, 2026 at commit 878e5d3b8d37, 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-skill-md apache/datafusion-python · Skill | 72 | ★ 610 | ≈93 always | 17d ago |
| rails-audit-skill rubyroidlabs/rails-audit-skill · Skill | 54 | ★ 16 | ≈133 always | 3mo ago |
| md-report-summary xstongxue/best-skills · Skill Both about md | 68 | ★ 3.0k | ≈28 always | 2mo ago |
| auth-md fabricioctelles/skills · Skill Both about md | 59 | ★ 114 | ≈26 always | 16d ago |
| claude-md-template claude-world/director-mode-lite · Skill Both about md and current | 49 | ★ 80 | ≈17 always | 2mo ago |