Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
magpie-audit-finding-fix
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
magpie-audit-finding-fix
Best first install candidate based on install readiness and adoption.
Freshest repo
magpie-audit-finding-fix
Most recent maintenance signal among this shortlist.
| Signal | magpie-audit-finding-fix For a batch of findings from a non-security audit tool (`<audit-tool>` — ruff / flake8 / mypy / pylint / CodeQL / Apache Verum / Apache Caer / equivalent; full list in the body) against `<upstream>`, draft the smallest fix for each finding. Re-runs the tool after each batch to confirm the findings are cleared. Produces a commit and a hand-back artefact; never opens a PR on autopilot or merges. |
|---|---|
| Quality | 66/100 Promising |
| Decision verdict | 65/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 87 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 1, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
| GitHub automation workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add apache/magpie --skill magpie-audit-finding-fix |