moai-alfred-practices

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name: moai-alfred-practices description: "Practical workflows, context engineering strategies, and real-world execution examples for MoAI-ADK. Use when learning workflow patterns, optimizing context management, debugging issues, or implementing features end-to-end." allowed-tools: "Read, Glob, Grep, Bash"

Skill Metadata

What It Does

JIT (Just-in-Time) context 관리 전략, Explore agent 효율적 사용법, SPEC → TDD → Sync 실행 순서, 자주 발생하는 문제 해결책을 제공합니다.

When to Use

• ✅ 실제 task 실행 시 구체적 단계 필요
• ✅ Context 관리 최적화 필요 (큰 프로젝트)
• ✅ Explore agent 효율적 활용 방법 학습
• ✅ SPEC → TDD → Sync 실행 패턴 학습
• ✅ 자주 발생하는 문제 해결 방법 찾기

Core Practices at a Glance

1. Context Engineering Strategy

JIT (Just-in-Time) Retrieval

• 필요한 context만 즉시 pull
• Explore로 manual file hunting 대체
• Task thread에서 결과 cache하여 재사용

Efficient Use of Explore

• Call graphs/dependency maps for core module changes
• Similar features 검색으로 구현 참고
• SPEC references나 TAG metadata로 변경사항 anchor

2. Context Layering

CopyHigh-level brief      → Purpose, stakeholders, success criteria
        ↓
Technical core        → Entry points, domain models, utilities
        ↓
Edge cases           → Known bugs, constraints, SLAs

3. Practical Workflow Commands

Copy/alfred:1-plan "Feature name"
  → Skill("moai-alfred-spec-metadata-extended") validation
  → SPEC 생성

/alfred:2-run SPEC-ID
  → TDD RED → GREEN → REFACTOR
  → Tests + Implementation

/alfred:3-sync
  → Documentation auto-update
  → TAG chain validation
  → PR ready

5 Practical Scenarios

1. Feature Implementation: New feature from SPEC to production
2. Debugging & Triage: Error analysis with fix-forward recommendations
3. TAG System Management: ID assignment, HISTORY updates
4. Backup Management: Automatic safety snapshots before risky actions
5. Multi-Agent Collaboration: Coordinate between debug-helper, spec-builder, tdd-implementer

Key Principles

• ✅ Context minimization: Load only what's needed now
• ✅ Explore-first: Use Explore agent for large searches
• ✅ Living documentation: Sync after significant changes
• ✅ Problem diagnosis: Use debug-helper for error triage
• ✅ Reproducibility: Record rationale for SPEC deviations

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Learn More: See reference.md for step-by-step examples, full workflow sequences, and advanced patterns.

Related Skills: moai-alfred-rules, moai-alfred-agent-guide, moai-essentials-debug