continuous-learning

You can extract reusable patterns from Claude Code sessions by triggering the Stop hook at session end, which evaluates transcripts and saves recognized patterns as learned skills to ~/.claude/skills/learned/ for future reuse.

Session analysis captures recurring patterns such as debugging strategies, architectural patterns, and project-specific conventions, converting them into learned skills for quick reuse across future workflows.

You configure pattern extraction by setting min_session_length, extraction_threshold, learned_skills_path, and pattern filters inside a config.json file to control which patterns are saved.

Yes, you need jq installed as a dependency to run the continuous-learning skill, which uses it to parse session transcripts and extract reusable patterns during the session-end evaluation process.

Session evaluation triggers automatically via a Stop hook when you end a Claude Code session, analyzing the transcript against your configured filters and thresholds before saving any extracted patterns.

Yes, learned skills saved to the ~/.claude/skills/learned/ directory can be imported and reused across different projects and future sessions to apply previously captured debugging strategies and architectural patterns.