Analyzes Claude session history to optimize and refine skill definitions based on real-world performance patterns.
The Improve Skills skill acts as a meta-optimizer for your Claude Code environment, reviewing recent interactions to identify friction points, command failures, or successful patterns. By evaluating conversation history, it suggests concrete improvements to existing skills—such as adding dynamic context, fixing command syntax, or simplifying instructions—ensuring your AI assistant evolves and becomes more accurate with every use. It balances the trade-offs between detailed instructions and context window efficiency to maintain peak performance.
주요 기능
01Detailed implementation proposals for skill file updates
02Chain-of-thought reasoning for skill optimization
03Automatic identification of recurring CLI command failures
040 GitHub stars
05Session-based pattern analysis for positive and negative signals
06Context-aware balancing of instruction length versus accuracy
사용 사례
01Troubleshooting recurring agent distractions or CLI execution errors
02Optimizing frequently used custom skills that require better contextual guidance
03Refining complex developer workflows based on user feedback and session outcomes
