continuous-learning

You can automatically extract reusable patterns from Claude Code sessions by configuring a Stop hook to evaluate session transcripts. This detects error resolutions and debugging techniques, saving them as learned skills for future reuse.

Continuous learning in Claude Code is an automated evaluation process that runs at the end of each session. It analyzes session transcripts to detect, validate, and save meaningful patterns as learned skills in a designated directory for future reuse.

Yes, you need jq installed and a configured Stop hook to save learned skills from session transcripts. The Stop hook triggers the end-of-session evaluation, while jq processes the transcript data to detect and validate meaningful patterns.

Extracted debugging techniques and error resolutions are stored in the ~/.claude/skills/learned/ directory. This allows future Claude Code sessions to access and reuse the saved patterns for faster session improvement.

Yes, you can compare v1 approach with v2 instinct-based ideas to guide future enhancements. The session evaluation process assesses these patterns to help refine and improve future Claude Code sessions.