continuous-learning

name	continuous-learning
description	Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

Continuous Learning Skill

Automatically evaluates Claude Code sessions on end to extract reusable patterns and save them to the project repository.

How It Works

This skill runs as a Stop hook at the end of each session:

1. Session Evaluation: Checks if session has enough messages (default: 10+)
2. Pattern Detection: Identifies extractable patterns from the session
3. Skill Extraction: Saves useful patterns to .claude/learned/ in the project repo

Storage

Learned patterns are saved to the project repository at .claude/learned/, not the global ~/.claude/ directory. This ensures:

• Patterns are version-controlled with the project
• Team members share the same learned knowledge
• Patterns stay relevant to this specific codebase

Configuration

Edit config.json to customize:

{
  "min_session_length": 10,
  "extraction_threshold": "medium",
  "auto_approve": false,
  "learned_skills_path": ".claude/learned/",
  "patterns_to_detect": [
    "error_resolution",
    "user_corrections",
    "workarounds",
    "debugging_techniques",
    "project_specific"
  ],
  "ignore_patterns": [
    "simple_typos",
    "one_time_fixes",
    "external_api_issues"
  ]
}

Pattern Types

Pattern	Description
error_resolution	How specific errors were resolved
user_corrections	Patterns from user corrections
workarounds	Solutions to framework/library quirks
debugging_techniques	Effective debugging approaches
project_specific	Project-specific conventions

Hook Setup

Add to your ~/.claude/settings.json:

{
  "hooks": {
    "Stop": [{
      "matcher": "*",
      "hooks": [{
        "type": "command",
        "command": ".claude/skills/continuous-learning/evaluate-session.sh"
      }]
    }]
  }
}

Related

• /learn command - Manual pattern extraction mid-session