# Continuous Learning

> Learning system v1 — học từ session patterns, tạo reusable skills/commands từ repeated workflows. Phiên bản cũ hơn continuous-learning-v2.

- Skill: `yanacuti1121/continuous-learning` (Agent Skill)
- Install (CLI): `npx skillmds add yanacuti1121/continuous-learning`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yanacuti1121/continuous-learning/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: yanacuti1121 (https://skillmd.com/u/yanacuti1121)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/yanacuti1121/continuous-learning

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# Continuous Learning (v1)

> Phiên bản v1. Xem `continuous-learning-v2` để có instinct-based architecture với project scoping.

Học từ session Claude Code để tạo reusable skills và commands từ repeated workflows.

## Khi nào dùng

- Muốn extract patterns từ các session cũ
- Setup basic learning mà không cần full v2 infrastructure
- Import instincts từ người khác

## Khác biệt v1 vs v2

| | v1 | v2 |
|-|----|----|
| Observation | Stop hook (session end) | Pre/PostToolUse (100%) |
| Analysis | Main context | Background Haiku agent |
| Granularity | Full skills | Atomic instincts |
| Confidence | Không có | 0.3–0.9 scored |
| Project scope | Global only | Per-project isolated |

## Setup v1

```json
{
  "hooks": {
    "Stop": [{
      "matcher": "*",
      "hooks": [{ "type": "command", "command": "~/.claude/skills/continuous-learning/hooks/extract.sh" }]
    }]
  }
}
```

## Nâng cấp lên v2

```bash
# Migrate instincts từ v1 sang v2
bash skills/continuous-learning-v2/scripts/migrate-homunculus.sh
```

## Xem thêm

- `continuous-learning-v2` — phiên bản đầy đủ (khuyến nghị)
- `instinct-based-learning` — quick reference
- Source: https://github.com/affaan-m/ECC