Continuous Skill Polishing

概要

Systematically improve Claude's effectiveness by capturing repetitive workflows into structured, version-controlled skills. This skill provides a framework to identify task patterns occurring three or more times, establish baseline performance metrics, and iteratively refine instructions to eliminate common failure modes. By leveraging Git for versioning and maintaining a feedback loop based on real-world usage, users can achieve significant consistency gains while building a robust library of domain-specific expertise and best practices.

主な機能

• Git-based version control for tracking skill evolution and history
• Automated identification of repeated task patterns and clusters
• Standardized semantic versioning for domain-specific expertise
• Iterative refinement workflow based on measurable consistency metrics
• Performance gap analysis to identify and group failure types
• 0 GitHub stars

ユースケース

• Eliminating recurring errors in complex data transformation tasks
• Scaling repetitive workflows across a development team
• Building a repository of company-specific coding standards and practices