continuous-learning

SKILL.md

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills.

Runs as a Stop hook at session end to evaluate transcripts, detect patterns, and save skills to ~/.claude/skills/learned/

Configurable pattern detection across five categories: error resolution, user corrections, workarounds, debugging techniques, and project-specific conventions

Customizable via config.json with minimum session length, extraction thresholds, and pattern ignore lists

Non-blocking, lightweight approach that accesses full session context without adding per-message latency

Continuous Learning Skill - DEPRECATED

DEPRECATED 2026-04-28. Use continuous-learning-v2 instead. v2 is a strict superset: stop-hook observation becomes PreToolUse/PostToolUse observation, full skills become atomic instincts with confidence scoring, and global-only storage becomes project-scoped plus global promotion.

This file is kept for archival reference and backward compatibility with existing installs.

Original v1 Documentation (archival)

Automatically evaluates Claude Code sessions on end to extract reusable patterns that can be saved as learned skills.

When to Activate

Setting up automatic pattern extraction from Claude Code sessions

Configuring the Stop hook for session evaluation

Reviewing or curating learned skills in ~/.claude/skills/learned/

Adjusting extraction thresholds or pattern categories

Comparing v1 (this) vs v2 (instinct-based) approaches