AI/ML●●Solid
SkillCompass – Diagnose and Improve AI Agent Skills Across 6 Dimensions
Six-dimension scoring framework beats guesswork for improving Claude Code skills.
Big BrainNiche Gem
yo103jg
202mo ago
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GitHub Repository
Evaluate agent skill quality. Find the weakest link. Fix it. Prove it worked.
224 starsJavaScript
SkillCompass – open-source quality evaluator for your AI skills
by yo103jg·Apr 13, 2026·2 points·0 comments
AI Analysis
●●SolidNiche GemBig Brain
Six-dimension scoring for Claude skills when nothing else measures quality this way.
Strengths
- •Usage-driven suggestions track what's stale, unused, or risky across your skill library
- •Auto-evaluation gate catches quality regressions when any tool edits a skill file
- •Version tracking proves improvements worked instead of tweak-and-hope workflows
Weaknesses
- •Only works with Claude Code and OpenClaw, excludes other agent frameworks entirely
- •Requires Claude Opus 4.6 for scoring, adding significant API cost per evaluation
Category
Target Audience
Claude Code users maintaining custom agent skills
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