What problem does it solve? Most Skills waste tokens on knowledge the model already has, and poorly written descriptions prevent Skills from ever being activated. This Skill provides a systematic evaluation framework to measure a Skill's knowledge delta, structural quality, and usability against official specifications. ## Core Features & Use Cases - Eight-Dimension Scoring: Scores Skills across 120 points covering knowledge delta, mindset transfer, anti-patterns, specification compliance, progressive disclosure, freedom calibration, pattern recognition, and usability. - Failure Pattern Detection: Identifies 9 common failure patterns such as The Tutorial, The Dump, Orphan References, and The Invisible Skill. - Structured Reports: Produces a standardized evaluation report with grades (A-F), critical issues, and prioritized improvement suggestions. - Use Case: Before publishing a new SKILL.md, run an evaluation to verify the description contains WHAT, WHEN, and trigger keywords, and that redundant content is eliminated. ## Quick Start Evaluate the skill at skills/my-new-skill/SKILL.md and generate a full scoring report with improvement suggestions.
