Audits and optimizes Claude Code skill files to ensure reliable triggering and adherence to Anthropic best practices.
Skill Refiner is a specialized utility designed to evaluate and enhance your SKILL.md files against official Anthropic standards. It systematically reviews structural requirements, refines triggering descriptions to prevent over- or under-triggering, and transforms vague instructions into actionable, reasoning-based steps. By using this skill, developers can ensure their custom Claude capabilities load correctly, respond to the right prompts, and execute complex workflows with high precision and context efficiency.
主要功能
01Transforms vague prompts into actionable, reasoning-led instructions
02Diagnoses and fixes issues where skills fail to activate or activate too often
033 GitHub stars
04Optimizes skill descriptions for precise intent-based triggering
05Validates structural requirements like kebab-case naming and YAML formatting
06Ensures context efficiency by managing the balance between SKILL.md and reference files
使用场景
01Refining complex multi-step instructions to improve Claude's task success rate
02Auditing a repository of skills for compliance with the latest Anthropic documentation
03Fixing a custom skill that doesn't activate when specific keywords are used
