continuous-learning

To save reusable patterns from Claude Code sessions automatically, you need a Skill that evaluates each session via a Stop hook and persists extracted debugging techniques and conventions to ~/.claude/skills/learned/.

A Stop hook for session evaluation is a trigger that applies at the end of a Claude Code session to extract user corrections and project-specific conventions, turning them into learned skills for future reuse.

Yes, you can configure thresholds for extracting learned skills, including a minimum session length requirement and specific pattern categories to ensure only meaningful session patterns are captured.

You persist project-specific conventions as learned skills by storing them under the ~/.claude/skills/learned/ directory, allowing the extracted patterns to be reused across multiple projects.

Yes, continuous learning requires a minimum session length to ensure the Stop hook only evaluates substantial Claude Code sessions, preventing the extraction of trivial patterns from very short interactions.

The types of patterns extracted from Claude Code sessions include user corrections, debugging techniques, and project-specific conventions, all of which are saved as learned skills for future application.