Continuous Learning

Continuous Learning for Mobile

Extract patterns from your mobile development sessions to create reusable skills.

How It Works

1. Session Hooks - Post-session analysis extracts patterns
2. Pattern Storage - Patterns saved to .claude/instincts/
3. Skill Evolution - Related patterns cluster into skills

Pattern Types

• Compose patterns - UI component structures, state management
• Architecture decisions - Module organization, layer patterns
• Error handling - API error mapping, fallback strategies
• Testing patterns - Test structure, mocking approaches
• Build patterns - Dependency management, configuration

Commands

/learn                  # Extract patterns now
/instinct-status        # View learned patterns
/instinct-export        # Export for sharing
/evolve                 # Cluster into skills

Integration

Runs automatically via hooks:

• PreCompact - Saves session context
• Stop - Extracts patterns from session

Remember: The more you code, the smarter your agent becomes.