continuous-learning-v2 SKILL.md skillA
continuous-learning-v2 from affaan-m/ecc is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add affaan-m/ecc/continuous-learning-v2@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- affaan-m/ecc
- Path
docs/ja-JP/skills/continuous-learning-v2/SKILL.md- Versions recorded
- 4
- Latest version
- v2.0.0, committed Apr 21, 2026
- First version recorded
- Feb 20, 2026
- Size
- 10,878 bytes
- Repository stars
- 299,696
- License
- MIT
フックを介してセッションを観察し、信頼度スコアリング付きのアトミックなインスティンクトを作成し、スキル/コマンド/エージェントに進化させるインスティンクトベースの学習システム。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Continuous Learning v2 - インスティンクトベースアーキテクチャ
Claude Codeセッションを信頼度スコアリング付きの小さな学習済み行動である「インスティンクト」を通じて再利用可能な知識に変える高度な学習システム。
## v2の新機能
| 機能 | v1 | v2 |
|---------|----|----|
| 観察 | Stopフック（セッション終了） | PreToolUse/PostToolUse（100%信頼性） |
| 分析 | メインコンテキスト | バックグラウンドエージェント（Haiku） |
| 粒度 | 完全なスキル | アトミック「インスティンクト」 |
| 信頼度 | なし | 0.3-0.9重み付け |
| 進化 | 直接スキルへ | インスティンクト → クラスター → スキル/コマンド/エージェント |
| 共有 | なし | インスティンクトのエクスポート/インポート |
## インスティンクトモデル
インスティンクトは小さな学習済み行動です：
```yaml
---
id: prefer-functional-style
trigger: "when writing new functions"
confidence: 0.7
domain: "code-style"
source: "session-observation"
---
# 関数型スタイルを優先
## Action
適切な場合はクラスよりも関数型パターンを使用します。
## Evidence
- 関数型パターンの優先が5回観察されました
- ユーザーが2025-01-15にクラスベースのアプローチを関数型に修正しました
```
**プロパティ：**
- **アトミック** — 1つのトリガー、1つのアクション
- **信頼度重み付け** — 0.3 = 暫定的、0.9 = ほぼ確実
- **ドメインタグ付き** — code-style、testing、git、debugging、workflowなど
- **証拠に基づく** — それを作成した観察を追跡
## 仕組み
```
セッションアクティビティ
│
│ フックがプロンプト + ツール使用をキャプチャ（100%信頼性）
▼
┌─────────────────────────────────────────┐
│ observations.jsonl │
│ （プロンプト、ツール呼び出し、結果） │
└─────────────────────────────────────────┘
│
…Read the whole file at its exact version.
How to install
mdr add affaan-m/ecc/continuous-learning-v2@sha256:6122f41d1bfcd6b6The line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_cjrcmshtjo6bmxae)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Feb 20, 2026 and Apr 21, 2026, about one every 20 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-04-21 | 4e66b28 | 10,878 B | A | view · diff |
| v2.0.0 | 2026-03-24 | bf7ed1f | 10,730 B | A | view · diff |
| v2.0.0 | 2026-02-25 | a9b104f | 10,687 B | A | view · diff |
| v2.0.0 | 2026-02-20 | 0e9f613 | 10,623 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10878 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
affaan-m/ecc · 299,696 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cjrcmshtjo6bmxae GET https://markdownregistry.com/api/v1/resolve?ref=affaan-m/ecc/continuous-learning-v2 GET https://markdownregistry.com/api/v1/blob/6122f41d1bfcd6b6846cdc884f8f1075b597697f47955740f969514e00d2bb33
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.