continuous-learning-v2

You can capture code patterns by enabling observation hooks within your Claude Code sessions. The system automatically converts these observed interactions into confidence-weighted atomic instincts for reuse.

Project-scoped learning keeps captured instincts confined to a specific project to prevent cross-project contamination. It maintains universal global patterns separately while allowing promotion of project instincts to global scope when appropriate.

You can evolve observed code patterns into reusable skills and commands by running the instinct CLI. This tool processes your captured atomic instincts and helps transform them into structured skills, commands, or agents.

Yes, you can export and import learned atomic instincts across different development projects. This functionality allows you to transfer reusable knowledge while maintaining separation between project-scoped and global patterns.

Cross-project contamination is prevented by restricting captured instincts to a project-scoped environment by default. Universal global patterns are maintained separately, and project instincts are only promoted to global scope when explicitly warranted.

No external dependencies are required to start evolving code instincts into skills. You simply need to enable observation hooks and run the provided scripts to begin converting session interactions into reusable knowledge.