retro — community inspirehub-mobile, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Perfect for Efficiency Optimization Agents needing advanced memory analysis and automation capabilities. アイデア共有プラットフォームアプリのネイティブアプリ用のリポジトリ

WHITS-ISLAND WHITS-ISLAND
[0]
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Updated: 3/5/2026

Agent Capability Analysis

The retro skill by WHITS-ISLAND is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Perfect for Efficiency Optimization Agents needing advanced memory analysis and automation capabilities.

Core Value

Empowers agents to analyze MEMORY.md files, detect repeated patterns, and propose skill automation using .claude/agent-memory and .claude/skills directories, while preventing context bloating and promoting efficient knowledge sharing.

↓ Capabilities Granted for retro

Automating skill discovery from agent memory
Detecting repeated patterns for optimization
Preventing context bloating in MEMORY.md files

! Prerequisites & Limits

  • Requires access to .claude/agent-memory and .claude/skills directories
  • MEMORY.md file size limit of 200 lines
Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

retro

Install retro, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly

振り返り・効率化スキル

エージェントのメモリを分析し、効率化のための提案を行う。

処理フロー

1. エージェントメモリ分析

  • .claude/agent-memory/*/MEMORY.md を全て読み込み
  • 各ファイルの行数をチェック（200行超 → コンテキスト肥大化警告）
  • 「Repeated Patterns」セクションから繰り返しパターンを集約

2. スキル化候補の検出

  • 繰り返しパターンを分析し、スキル化で自動化できるものを提案
  • 既存スキル（.claude/skills/*/SKILL.md）と重複しないか確認

3. サブエージェント増設の判断

  • 「Pain Points」セクションから、既存エージェントではカバーできない領域を検出
  • 新エージェント作成の提案（役割・ツール・スコープ）

4. コンテキスト肥大化チェック

  • MEMORY.mdの行数 > 200行: 整理推奨
  • 同じ知見が複数エージェントに重複: 共有ルール化を提案

5. レポート出力

出力フォーマット

markdown
1## 振り返りレポート
2
3### コンテキスト状況
4| エージェント | MEMORY.md行数 | ステータス |
5|-------------|--------------|-----------|
6| kotlin-dev  | 45行         | 正常      |
7| ios-dev     | 210行        | 要整理    |
8
9### スキル化候補
10- [ ] (パターン名)（(エージェント名)で(N)回以上実施）
11
12### サブエージェント増設提案
13- (提案またはなし)
14
15### ルール追加提案
16- [ ] (提案)

エージェントメモリ規約

各エージェントのMEMORY.mdに以下のセクションを維持する:

  • Repeated Patterns: 繰り返し行った作業パターン
  • Pain Points: 既存の仕組みでは解決しにくかった課題
  • Lessons Learned: 学んだ知見・ベストプラクティス

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is retro?

Perfect for Efficiency Optimization Agents needing advanced memory analysis and automation capabilities. アイデア共有プラットフォームアプリのネイティブアプリ用のリポジトリ

How do I install retro?

Run the command: npx killer-skills add WHITS-ISLAND/inspirehub-mobile/retro. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for retro?

Key use cases include: Automating skill discovery from agent memory, Detecting repeated patterns for optimization, Preventing context bloating in MEMORY.md files.

Which IDEs are compatible with retro?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for retro?

Requires access to .claude/agent-memory and .claude/skills directories. MEMORY.md file size limit of 200 lines.

↓ How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add WHITS-ISLAND/inspirehub-mobile/retro. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use retro immediately in the current project.

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