Continuous Learning

The continuous-learning skill automatically evaluates Claude Code sessions at their conclusion to identify and extract reusable patterns—such as error resolutions, debugging techniques, and workarounds—saving them as learned skills for future reference. It's designed for Claude Code users who want to build a personalized knowledge base of patterns from their own work without manual curation. The skill solves the problem of losing valuable problem-solving approaches across sessions by making them discoverable and reusable through a configurable Stop hook that runs at the end of each session.

skills.sh installs: 5.9K
GitHub stars: 229.1K
last updated: Jul 14, 2026

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Install

$ npx -y skills add affaan-m/everything-claude-code --skill continuous-learning --agent claude-code

Installs into .claude/skills of the current project.

Files

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

Status

This v1 skill is still supported, but continuous-learning-v2 is the preferred path for new installs. Keep v1 when you explicitly want the simpler Stop-hook extraction flow or need compatibility with older learned-skill workflows.