continuous-learning

Extracting reusable patterns from Claude Code sessions involves evaluating session endings via the Stop hook to automatically detect concepts like error resolutions and debugging techniques, saving them as learned skills for future reuse.

The Stop hook in Claude Code is used to trigger automatic session evaluation. When configured in settings.json, it enables the continuous learning process to detect repeatable patterns like user corrections and save them to a learned skills directory.

To save learned skills in Claude Code, edit your settings.json file to enable the Stop hook. This configuration automatically captures extracted patterns and stores them in the ~/.claude/skills/learned/ directory for future review and curation.

Yes, you can review, curate, and reuse learned skills extracted from Claude Code sessions. The automatically detected patterns are saved to ~/.claude/skills/learned/, allowing you to manage and apply them across different projects.

Continuous learning in Claude Code requires no external dependencies. It operates by configuring the Stop hook within your existing Claude settings to evaluate sessions and extract patterns based on configurable thresholds and categories.

Patterns automatically detected from Claude Code sessions include error resolutions, user corrections, and debugging techniques. These repeatable concepts are identified during session evaluation and stored as learned skills with configurable thresholds.