DESIGN仕様書から自律的に実装→検証ゲート→並列レビュー→修正のループを実行するオーケストレーター。
DESIGN/*.md の仕様書を元に、以下の6ステージを自律的にループ実行する:
Stage 1: 準備 → Stage 2: 実装(sonnet) → Stage 3: 検証ゲート → Stage 4: 並列レビュー(opus×3) → Stage 5: 指摘解決 → Stage 6: 完了判定
Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit), reading code (use read tool), thread-bound ACP harness requests in chat (for example spawn/run Codex or Claude Code in a Discord thread; use sessions_spawn with runtime:"acp"), or any work in ~/clawd workspace (never spawn agents here). Claude Code: use --print --permission-mode bypassPermissions (no PTY). Codex/Pi/OpenCode: pty:true required.
Use when you have lint errors, formatting issues, or before committing code to ensure it passes CI.
Commit staged or unstaged changes with an AI-generated commit message that matches the repository's existing commit style. Use when the user asks to 'commit', 'commit changes', 'create a commit', 'save my work', or 'check in code'.
Generate or update chat customization files for AI coding agents
Use this to update the Github Copilot CLI/SDK
Rebuilds the Flutter tool and CLI. Use when a user asks to compile, update, regenerate, or rebuild the Flutter tool or CLI.