continuous-learning-v2

Instinct-based learning observes your Claude Code sessions via hooks to detect repeated patterns and automatically evolves them into reusable skills, commands, and agents for automation workflows.

Instinct-based learning creates atomic instincts with confidence scores from observed session patterns, using explicit evidence tracking to transform recurring development behaviors into deployable capabilities.

Enable observation hooks in Claude settings and initiate the instinct growth process to start aggregating repeated debugging workflows into deployable commands and agents.

Yes, the system leverages Haiku-backed background processing to manage instinct evolution safely, ensuring scalable learning and background reasoning without interrupting active development workflows.

Yes, the system supports instinct export and import functionality, allowing you to transfer learned instincts with confidence scores and evidence tracking across different environments and pipeline configurations.