Skill Activation Testing

关于

Empower your Claude Code skills with a robust testing methodology designed to ensure they activate exactly when needed. This skill provides a comprehensive framework for creating test cases, running automated evaluations, and analyzing metrics to identify false positives and negatives. By utilizing a structured iteration cycle and performance reporting, you can refine your skill descriptions to achieve high precision and reliability, ensuring your custom behaviors are discovered and utilized correctly in every project context.

主要功能

• Automated test runner with pattern-based activation detection
• Iterative refinement workflow based on empirical failure analysis
• Standardized test case format for diverse scenario coverage
• Systematic methodology for validating skill description triggers
• 1 GitHub stars
• Detailed performance reporting with accuracy, false positive, and false negative metrics

使用场景

• Validating the discovery mechanism of a newly created Claude Code skill
• Benchmarking skill performance improvements after updating description keywords
• Reducing false positive activations for skills that trigger too frequently