Evaluate SKILL.md files against an official framework and return dimension scores.
npx skills add https://github.com/bamecho/my-claude-skills --skill skill-judge-bamecho
Please help me install this Agent Skill. Skill: skill-judge Source: https://github.com/bamecho/my-claude-skills/tree/main/skills/skill-judge Command: npx skills add https://github.com/bamecho/my-claude-skills --skill skill-judge-bamecho
Evaluate a Skill's design quality against official specifications and best practices. Use this to audit, calibrate, and improve SKILL.md files and skill packages to ensure they load correctly and activate reliably.
Run a full Skill evaluation on the target SKILL.md following this evaluation protocol.
High-intent search queries and answers about installing and using this skill.
Evaluating a SKILL.md file involves auditing its design against an official specification to measure dimensions like knowledge delta, anti-pattern quality, and loading discipline. This Skill returns a structured report with dimension scores and actionable improvements for the next edit.
Skill evaluation is the process of scoring a SKILL.md design against best practices to ensure reliable activation. Quantifying knowledge delta measures the distinct value a Skill adds over baseline reasoning, returning concrete scores across eight evaluation dimensions.
Auditing frontmatter and loading triggers requires checking specification compliance and progressive disclosure within the SKILL.md. This evaluation protocol reviews loading discipline and pattern recognition to identify critical issues preventing reliable Skill activation.
Yes, skill evaluation is suitable for onboarding new contributors to the Skill ecosystem. Running periodic audits with a clear scoring rubric and multidimensional evaluation helps calibrate SKILL.md designs and ensures authors understand loading triggers and anti-pattern quality.
Common anti-patterns in SKILL.md design include poor loading discipline, weak pattern recognition, and inadequate freedom calibration. Evaluating anti-pattern quality surfaces these critical issues and provides top improvements to act on in the next edit.
The best way to review specification compliance for a Skill unit is applying a multidimensional evaluation framework. This protocol audits frontmatter, checks loading triggers, and returns a structured report with actionable improvement guidance for Skill authors.
RamonsDkaEvaluate SKILL.md files for knowledge delta and activation quality.
C0ntr0lledCha0sScore Claude responses across accuracy, completeness, clarity, efficiency, security, and usability.
wpankEvaluate AI skills across eight dimensions and score them out of 120.
mgajewskikEvaluate Skills across eight dimensions and produce a formal Skill Evaluation Report.
