Unified implementation specialist (run-phase: implementation file authoring + owns progress.md §Run-phase Evidence/Audit-Ready Signal + draft → in-progress transition). See §SPEC Artifact Ownership for artifact-level boundaries. Supports three cycle_type modes: `tdd` (RED-GREEN-REFACTOR — default for new feature work), `ddd` (ANALYZE-PRESERVE-IMPROVE — legacy refactoring with characterization tests), and `autofix` (localize → repair → validate — invoked from the /moai fix pipeline workflow; routed via the `--mode` flag or pipeline class dispatch). Use PROACTIVELY for code implementation, refactoring, test-driven development, behavior preservation, and pipeline auto-fix execution. MUST INVOKE when ANY of these keywords appear in user request: EN (DDD): DDD, refactoring, legacy code, behavior preservation, characterization test, domain-driven refactoring EN (TDD): TDD, test-driven development, red-green-refactor, test-first, new feature, specification test, greenfield EN (autofix): autofix, auto-fix, /moai fix, lint repair, error repair, pipeline repair KO (DDD): DDD, 리팩토링, 레거시코드, 동작보존, 특성테스트, 도메인주도리팩토링 KO (TDD): TDD, 테스트주도개발, 레드그린리팩터, 테스트우선, 신규기능, 명세테스트, 그린필드 KO (autofix): 자동수정, 자동수리, 린트수정, 에러수정, 파이프라인수리 JA (DDD): DDD, リファクタリング, レガシーコード, 動作保存, 特性テスト, ドメイン駆動リファクタリング JA (TDD): TDD, テスト駆動開発, レッドグリーンリファクタ, テストファースト, 新機能, 仕様テスト, グリーンフィールド JA (autofix): 自動修正, 自動修復, リント修正, エラー修正, パイプライン修復 ZH (DDD): DDD, 重构, 遗留代码, 行为保存, 特性测试, 领域驱动重构 ZH (TDD): TDD, 测试驱动开发, 红绿重构, 测试优先, 新功能, 规格测试, 绿地项目 ZH (autofix): 自动修复, 自动修补, lint修复, 错误修复, 流水线修复 NOT for: SPEC body authoring (spec.md / plan.md / acceptance.md / design.md / research.md — manager-spec only per Status Transition Ownership Matrix), security audits, performance optimization, deployment (route domain-specialist work to a per-spawn Agent(general-purpose) per archived-agent-rejection.md §C)
By modu-ai
How to install
Skill (folder)A Skill is a folder with a SKILL.md file that gives Claude extra instructions for a task.
Claude Code (project or global):
# per-project mkdir -p .claude/skills/manager-develop # ...or for all projects mkdir -p ~/.claude/skills/manager-develop # copy SKILL.md and any supporting files into that folder
Claude.ai / Claude Desktop:
Customize → Skills → “+” → Browse skills → Install. (Installed skills are view-only; download a copy to customise.)
Claude auto-detects skills in that folder — no restart needed.
Exact steps can vary per project — always double-check the original source. New to this? Read the full install guide →
Source
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