Captures and evolves behavioral patterns into project-specific instincts and reusable skills through deterministic observation.
This skill transforms Claude Code into an adaptive development partner by monitoring session interactions via hooks and distilling them into 'instincts'—atomic, evidence-based behavioral patterns. Version 2.1 introduces sophisticated project-scoping, ensuring that project-specific patterns like React component structures stay within their respective environments while global best practices, such as input validation, are shared across all projects. By utilizing a background analysis agent and a confidence-scoring model, the system evolves these raw observations into production-ready skills, commands, and specialized agents, effectively automating the optimization of your local development workflow and reducing repetitive instructions.
主要功能
01Deterministic Hook-based Observation: Captures 100% of tool usage for reliable pattern recognition.
02Confidence-Weighted Instincts: Assigns reliability scores (0.3-0.9) based on evidence frequency and user feedback.
03Behavioral Evolution: Automatically clusters related instincts to generate new skills, commands, and agents.
