Skill rankings
Best AI agent skills by success rate
Skills ranked by reported success rate, recent success, output quality, install success, and Trust Score.
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All skillsA shortlist from up to 480 directory candidates, not the entire registry. Stars belong to repositories. Signals are not safety guarantees or runtime verification.
How this list works
Requires outcome reports with a known success rate. Ranking also considers evidence confidence and agent outcome signals, not success rate alone.
Signals use a 0–100 scale. They explain the shortlist; the ordering follows this list’s method, not any one score.
30-day snapshot data