continuous-learning

You can automatically extract reusable patterns from Claude Code sessions by enabling a Stop-hook evaluation that analyzes session transcripts and saves identified patterns directly to your learned skills directory.

A Stop-hook in Claude Code is an evaluation trigger that runs at the end of a session to detect reusable patterns in transcripts, enabling continuous learning by persisting them as learned skills for future use.

Yes, pattern extraction supports a configurable minimum session length, ensuring that only Claude Code sessions meeting your specified duration threshold are evaluated for reusable patterns.

Extracted Claude Code patterns are saved as learned skills in the ~/.claude/skills/learned/ directory, allowing you to review, curate, and reuse them to improve future tooling.

Yes, you need access to session transcripts and the ~/.claude/skills/learned/ directory, as the pattern extraction mechanism evaluates these transcripts to identify and persist reusable skills.

Automatic session pattern detection relies on session transcripts and a minimum session length threshold, meaning shorter sessions may be skipped and manual curation is recommended to ensure extracted patterns are truly reusable.