SkillLens

Self-hosted evaluator for AI Agent Skills, with rubric scoring and improvement suggestions.

Webfreeglobal

SkillLens is a self-hosted web tool that evaluates AI Agent Skills against a transparent, 100-point rubric covering value, competitiveness, running cost, reliability, and writing quality, producing evidence-backed scores and specific improvement suggestions. It's aimed at developers building skills for Cursor, Claude, or OpenClaw who want a quantified, consistent quality check before publishing rather than a vague vibe check.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of SkillLens - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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