continuous-learning-v2

Turn Claude Code sessions into reusable instincts by enabling hooks-based observation, which captures prompts and tool use to build a library of atomic instincts with confidence scores. Start the observer to begin automated tracking and instinct generation.

Hook observation captures prompts and tool use during Claude Code sessions, modeling them into atomic instincts with confidence scores. This local observer pipeline transforms raw session data into structured, evolving behaviors ready for scaling.

Yes, you can share instinct libraries across projects and teams using the built-in export and import functionality. This distributes evolved skills, commands, and agents, enabling rapid customization and sharing of best practices across different environments.

To evolve instincts into higher-level skills, the pipeline processes your library of atomic instincts and transforms them into fully-fledged capabilities such as commands or agents. This generates repeatable workflows applicable across multiple projects.

No dependencies are required to start building atomic instincts from Claude Code. The skill operates independently using local scripts to implement the observer pipeline and hooks, requiring only your existing Claude Code environment to begin session observation.