continuous-learning-v2

No manual configuration is needed to detect session patterns. You simply enable the observation hooks and start the observer to begin automatically transforming sessions into structured instinct definitions and evolved skills.

You can automate learning from Claude Code sessions by enabling hooks-based observation to capture tool usage and surface coherent workflows. The Skill turns these recurring patterns into atomic instincts with confidence scoring.

Project-scoped learning contains instincts within individual repositories to prevent cross-project contamination. This ensures local patterns do not overwrite or disrupt universal practices maintained in global instincts.

Project-scoped instincts apply to individual repositories, while global instincts capture universal practices. This separation prevents cross-project contamination while surfacing broad patterns for cross-project improvement.

Atomic instincts evolve into reusable skills through automated detection, clustering, and promotion mechanisms. The system observes sessions, scores confidence, and transforms insights into actionable capabilities and structured definitions.

No manual configuration is needed to detect session patterns. You simply enable the observation hooks and start the observer to begin automatically transforming sessions into structured instinct definitions and evolved skills.