moai-alfred-practices

Agent Building

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.

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Source SKILL.md: https://github.com/majiayu000/claude-skill-registry/blob/HEAD/skills/development/moai-alfred-practices/SKILL.md

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Skill Metadata

Field	Value
Version	1.0.0
Tier	Alfred
Auto-load	When practical guidance is needed
Keywords	workflow-examples, context-engineering, jit-retrieval, agent-usage, debugging-patterns, feature-implementation

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

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

3. Practical Workflow Commands

/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

Feature Implementation: New feature from SPEC to production
Debugging & Triage: Error analysis with fix-forward recommendations
TAG System Management: ID assignment, HISTORY updates
Backup Management: Automatic safety snapshots before risky actions
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

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