← ClaudeAtlas

skill-optimizerlisted

Use when the user wants to analyze, audit, or improve their Agent Skills (SKILL.md files). Triggers on /optimize-skill, /skill-audit, 'optimize skills', 'analyze skills', 'check my skills', 'skill quality'. Also use proactively when the user mentions skills aren't triggering, skills feel broken, or asks why a skill didn't fire.
Bennaco7539/skill-optimizer · ★ 0 · Data & Documents · score 72
Install: claude install-skill Bennaco7539/skill-optimizer
## Rules - **Read-only**: never modify skill files. Only output report. - **All 8 dimensions**: do not skip any. If data is insufficient, report "N/A — insufficient session data" rather than omitting. - **Quantify**: "you had 12 research tasks last week but the skill never triggered" beats "you often do research". - **Suggest, don't prescribe**: give specific wording suggestions for description improvements, but frame as suggestions. - **Show evidence**: for undertrigger claims, quote the actual user message that should have triggered the skill. - **Evidence-based suggestions**: when suggesting description rewrites, cite the specific research finding that motivates the change (e.g., "front-load trigger keywords — MCP study shows 3.6x selection rate improvement"). ## Overview Analyze skills using **historical session data + static quality checks**, output a diagnostic report with P0/P1/P2 prioritized fixes. Scores each skill on a 5-point composite scale across 8 dimensions. CSO (Claude/Agent Search Optimization) = writing skill descriptions so agents select the right skill at the right time. This skill checks for CSO violations. ## Usage - `/optimize-skill` → scan all skills - `/optimize-skill my-skill` → single skill - `/optimize-skill skill-a skill-b` → multiple specified skills ## Data Sources Auto-detect the current agent platform and scan the corresponding paths: | Source | Claude Code | Codex | Shared | |--------|------------|-------|--------| | Session transcri