continuous-learning

You can extract reusable patterns from Claude Code session transcripts by running a stop-hook evaluator that categorizes and saves them as learned skills. It automatically captures patterns when a session ends.

A stop hook triggers pattern extraction by evaluating the completed Claude Code session against configured thresholds. It identifies reusable patterns and saves them into the learned skills directory for future reuse.

Yes, you can configure both the minimum session length and the learned skills output path. These settings are defined in the config.json file, alongside patterns to detect and storage directory preferences.

The best way to save session patterns for future projects is using an automated extraction tool that stores them locally. This allows you to review and curate learned skills before applying them to new work.

Extracted Claude Code patterns are stored locally under the ~/.claude/skills/learned/ directory. You can review and curate these saved skills directly from this location before reuse.

Pattern extraction is controlled by a configurable minimum session length threshold set in config.json. Sessions shorter than this threshold will not trigger the stop-hook evaluator to save learned skills.