continuous-learning

You can automatically extract reusable patterns from Claude Code session transcripts by running a Stop hook evaluation at the end of your session. This captures error resolutions and project conventions as learned skills without adding latency to individual interactions.

Yes, you can filter captured debugging techniques and error resolutions using configurable extraction thresholds. You can set minimum session lengths and ignore trivial fixes like typos to ensure only valuable workflow patterns are saved.

Yes, you need jq installed because the hook integration relies on it to parse session transcripts and evaluate pattern extraction thresholds during your end-of-session workflow automation.

The best way to save project-specific conventions for future software development workflows is automated end-of-session pattern detection. It analyzes your full context to capture atomic behaviors and workarounds as searchable learned skills.

Pattern extraction runs at the end of a Claude Code session to analyze the full context of your coding workflows at once. This low-overhead approach prevents latency during individual interactions while identifying complete error resolution patterns.