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The review-first prompt is selected by default. You can switch to a direct command or download a local copy.
Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
A direct command skips the review prompt. Inspect the source before running it.
npx skills add https://github.com/rushindrasinha/skill-audit-router --skill weak-exampleThe command stays on one line. Scroll horizontally to inspect it before copying.
Prefer a local copy? Download the files currently available to SkillsMP.
Audit installed agent skills for retrievability, then route a query to one. skill_audit.py resolves which SKILL.md files are truly on the runtime load path (excluding marketplace clones, cross-tool mirrors, dev checkouts, duplicates), scores every description, and emits a rewrite brief; skill_router.py indexes the survivors with BM25 and returns invoke / ambiguous / none. Pure stdlib. Use when asked to "audit my skills", "why isn't my skill being picked", "which skill should handle this", "score my skill descriptions", "find dead or duplicate skills", or "how many skills are actually loaded". Do NOT use to install new skills from a marketplace (that is find-skills), to codify a browser flow (that is skillify), or to capture session learnings (that is self-improving-agent).
Reviews code for quality and correctness issues. Use when asked to review a pull request or check code quality.
Reviews code for correctness and quality problems. Use when asked to check a pull request or review code quality.
Based on SOC occupation classification
Showing SKILL.md
| name | weak-example |
| version | 1.0.0 |
| description | Helper mode. |
Demonstrates an unroutable description: no output stated, no trigger phrasing, no anchors. The audit should score this near zero.
