skill-auditor
Skill Auditor
Evaluate whether a skill actually works by running it against real prompts, grading outputs, benchmarking performance, and comparing versions. This skill provides the runtime evaluation loop that complements skill-optimizer's static analysis.
The evaluation methodology comes from skill-creator's testing framework — this skill extracts and focuses the evaluation workflow into a standalone tool.
When to Use
- "Test this skill", "run evals", "benchmark this skill"
- "Compare the old version with the new one"
- "Does this skill actually work?"
- "Optimize the skill's description for better triggering"
- After creating or modifying a skill, to verify it works
- Before publishing a skill, to measure quality
/skill-auditor <path-to-skill> [mode]
Accepts a skill directory path or a direct path to a SKILL.md file.
Modes:
More from lone-yu-cmd/prizmrecommandskills
review-loop
Iterative review-fix loop with three agents. Spawns a read-only Reviewer agent to analyze workspace diff against user goals, main agent filters findings for reasonableness, then a Dev agent applies fixes. Loops until the Reviewer finds no issues. Use this skill after completing code changes that need quality assurance. Trigger on: 'review loop', 'review and fix', 'review-fix cycle', 'iterative review', 'help me review and fix'. (project)
7skill-optimizer
Audit and optimize SKILL.md files against skill-creator writing standards. Use this skill whenever someone wants to review skill quality, a skill feels too long or triggers poorly, before releasing a skill, or when restructuring skill content. Triggers on: 'optimize skill', 'audit skill', 'review skill quality', 'skill health check', 'skill too long'.
5skill-reviewer
Static audit of SKILL.md files against skill-creator writing standards. Use this skill whenever someone wants to review skill quality, check a skill's health, audit a skill before publishing, verify a skill follows best practices, or diagnose issues with a skill's structure, description, or instructions. Triggers on: 'review skill', 'audit skill', 'check skill quality', 'skill health check', 'diagnose skill', 'is this skill well-written', 'skill lint'.
4prompt-optimizer
Optimize and improve prompts before sending them to Claude Code. Use this skill whenever the user says 'optimize prompt', 'improve this prompt', 'help me rewrite this instruction', 'how to write this prompt better', or any variation of wanting to refine, polish, or enhance a prompt/instruction they plan to give Claude. Also trigger when the user provides a draft prompt and asks for feedback or improvements, even if they don't use the word 'prompt' explicitly.
3skill-enhancer
Supplement existing skills with new content following skill-creator best practices. Use this skill whenever someone wants to add a new section to a skill, supplement a skill with references or agents or scripts, expand a skill's capabilities, add examples or error handling, enrich a skill's content, or fill in missing parts of a skill. Triggers on: 'enhance skill', 'add to skill', 'supplement skill', 'expand skill', 'skill needs more', 'enrich skill content', 'add section to skill', 'complete this skill'.
2