Skill rankings
Highest quality AI agent skills
Skills with the strongest blend of adoption, freshness, metadata quality, and agent usage signals.
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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
Combines quality, freshness, installation metadata and outcome evidence, with a relevance penalty for records that are not Skill-like.
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