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Skill Evaluator

Evaluates the quality of agent skills using a comprehensive, rubric-based assessment.

SkillSecurity TestingSkill AuthoringAi Agent

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Key features

  • Comprehensive rubric-based evaluation across four dimensions: Clarity, Completeness, Examples, and Focus.
  • Quantitative scoring system with defined quality thresholds (e.g., Excellent, Strong, Adequate).
  • Generates a standardized evaluation report with scores, detailed observations, and analysis.
  • Produces prioritized, actionable recommendations to guide skill improvement.
  • Includes best practices and checklists to ensure objective and thorough assessments.

Use cases

  • Evaluate a new skill's quality and readiness before deployment.
  • Assess an existing skill's effectiveness to identify improvement opportunities.
  • Ensure skills adhere to team-wide quality standards and best practices.

FAQ

What is the primary function of the Skill Evaluator?

The Skill Evaluator provides a structured, rubric-based framework to assess the quality of other Claude Code Skills. It generates a quantitative score and a detailed report with actionable recommendations for improvement.

When should I use this skill?

Use this skill when you need to objectively evaluate a new skill before deployment, assess an existing skill's effectiveness, identify specific improvement opportunities, or ensure your skills meet consistent quality standards.

What core capabilities does the Skill Evaluator provide?

It offers a comprehensive evaluation across four dimensions (Clarity, Completeness, Examples, Focus), a quantitative scoring system with quality thresholds, standardized report generation, and prioritized, actionable recommendations to guide improvements.

How does this skill improve my development workflow?

It standardizes the quality assurance process for skills. By providing a consistent rubric and actionable feedback, it helps you and your team build higher-quality, more reliable, and more effective AI agent capabilities faster.