What problem does it solve?
Manually documenting coding patterns, project conventions, and workflow best practices across multiple projects is time-consuming and error-prone. This Skill automatically learns from your Claude Code sessions to build a reusable library of behaviors tailored to each of your projects, eliminating the need for manual documentation of repetitive patterns.
Core Features & Use Cases
- Automatic Session Observation: Hooks capture 100% of Claude Code tool use to detect patterns like user corrections, error resolutions, and repeated workflows without any manual logging.
- Project-Scoped Instincts: Learned behaviors are isolated per project by default, so React patterns stay in your React projects and Python conventions stay in your Python projects, eliminating cross-project contamination.
- Instinct Evolution & Promotion: Atomic learned instincts can be clustered into full skills, commands, or agents, and high-confidence universal patterns (like input validation) can be automatically promoted to global scope for use across all your projects.
- Use Case: If you work on both a React frontend and a Python backend, the Skill will learn React-specific hooks usage for your frontend project and Python type hint conventions for your backend, while sharing universal practices like sanitizing user input across both.
Quick Start
Enable the observation hooks in your Claude Code settings, then work normally in your git-tracked projects; the system will automatically detect patterns from your sessions and build a library of project-specific and global instincts you can review, evolve, and promote as needed.
