smithery.ai

moai-alfred-agent-guide

19-agent team structure, decision trees for agent selection, Haiku vs Sonnet model selection, and agent collaboration principles. Use when deciding which sub-agent to invoke, understanding team responsibilities, or learning multi-agent orchestration.

First seen Mar 31, 2026

Installation

$ npx skills add https://smithery.ai

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Skill metadata

Parsed from SKILL.md frontmatter.

Allowed toolsRead, Glob, Grep
Declared agents claude-code

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,497 B
  • docs SUMMARY.md 281 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

What It Does

MoAI-ADK의 19개 Sub-agent 아키텍처, 어떤 agent를 선택할지 결정하는 트리, Haiku/Sonnet 모델 선택 기준을 정의합니다.

When to Use

  • ✅ 어떤 sub-agent를 invoke할지 불명확
  • ✅ Agent 책임 범위 학습
  • ✅ Haiku vs Sonnet 모델 선택 필요
  • ✅ Multi-agent 협업 패턴 이해

Agent Team at a Glance

10 Core Sub-agents (Sonnet)

  • spec-builder: SPEC 작성
  • tdd-implementer: TDD 구현 (RED → GREEN → REFACTOR)
  • doc-syncer: 문서 동기화
  • implementation-planner: 구현 전략
  • debug-helper: 오류 분석
  • quality-gate: TRUST 5 검증
  • tag-agent: TAG 체인 검증
  • git-manager: Git 워크플로우
  • Explore: 코드베이스 탐색
  • Plan: 작업 계획

4 Expert Agents (Sonnet - Proactively Triggered)

  • backend-expert: Backend 아키텍처, API 설계, 데이터베이스
  • frontend-expert: Frontend 아키텍처, 컴포넌트 설계, 상태 관리
  • devops-expert: DevOps 전략, 배포, 인프라
  • ui-ux-expert: UI/UX 설계, 접근성, 디자인 시스템 (Figma MCP)

6 Specialist Agents (Haiku)

  • project-manager: 프로젝트 초기화
  • skill-factory: Skill 생성/최적화
  • cc-manager: Claude Code 설정
  • cc-hooks: Hook 시스템
  • cc-mcp-plugins: MCP 서버
  • trust-checker: TRUST 검증

Agent Selection Decision Tree

Task Type?
├─ SPEC 작성/검증 → spec-builder
├─ TDD 구현 → tdd-implementer
├─ 문서 동기화 → doc-syncer
├─ 구현 계획 → implementation-planner
├─ 오류 분석 → debug-helper
├─ 품질 검증 → quality-gate + Skill("moai-foundation-trust")
├─ 코드베이스 탐색 → Explore
├─ Git 워크플로우 → git-manager
└─ 전체 프로젝트 계획 → Plan

Model Selection

  • Sonnet: Complex reasoning (spec-builder, tdd-implementer, implementation-planner)
  • Haiku: Fast execution (project-manager, quality-gate, git-manager)

Learn more in reference.md for complete agent responsibilities, collaboration patterns, and advanced orchestration strategies.

Related Skills: moai-alfred-rules, moai-alfred-practices