# Continuous Learning

> Auto-extract reusable patterns from coding sessions. Activates on session end or when /learn command is invoked. Identifies successful patterns, debugging solutions, and architectural decisions worth preserving for future sessions.

- Skill: `wenjunduan/continuous-learning` (Agent Skill)
- Install (CLI): `npx skillmds@latest add wenjunduan/continuous-learning`
- Raw SKILL.md: https://api.skillmd.com/api/skills/wenjunduan/continuous-learning/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: wenjunduan (https://skillmd.com/u/wenjunduan)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/wenjunduan/continuous-learning

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# Continuous Learning Skill

Extract and preserve valuable patterns from development sessions.

## When to Use

- Session ending with significant work completed
- User invokes `/learn` command mid-session
- After successful debugging of complex issues
- When discovering new architectural patterns

## Pattern Categories

| Type | Description |
|:---|:---|
| `code` | Reusable code patterns |
| `debugging` | Debug approaches |
| `architecture` | Design decisions |
| `workflow` | Process improvements |

## Extraction Workflow

1. **Session Analysis** - Evaluate for extractable patterns
2. **Pattern Identification** - Filter reusable, non-trivial solutions
3. **User Confirmation** - Present for approval
4. **Storage** - Save to `.ai_state/experience/learned/`
5. **Index Update** - Add to experience index

## Quality Criteria

Patterns worth extracting must:
- ✅ Be reusable across projects
- ✅ Save significant time/effort
- ✅ Document non-obvious solutions
- ❌ NOT be trivial or well-documented
- ❌ NOT be too project-specific