Optimizes Claude Code configuration and permissions by analyzing session history to reduce workflow friction.
The Learn and Improve skill acts as a dedicated maintenance and optimization agent for your Claude Code environment. By analyzing conversation history, it identifies recurring friction points—such as repetitive permission prompts, ignored coding conventions, or misfiring skills—and proposes targeted fixes. It manages complex configuration hierarchies across user-level settings and project-specific CLAUDE.md files, allowing Claude to become more autonomous and better aligned with your specific development patterns over time.
Key Features
0112 GitHub stars
02Automated friction analysis of session history
03Intelligent permission management for CLI tools and paths
04Skill and agent trigger optimization
05Verified improvement logging for continuous self-correction
06Configuration of CLAUDE.md and modular project rules
Use Cases
01Troubleshooting and fixing skill triggers that are too broad or too narrow
02Encoding newly discovered project conventions into CLAUDE.md memory
03Reducing repetitive 'allow' prompts for safe, read-only bash commands
