moai-core-agent-guide

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Complete guide to MoAI-ADK agents, delegation patterns, and agent orchestration for intelligent task distribution

jg-chalk-io By jg-chalk-io schedule Updated 11/24/2025

name: moai-core-agent-guide version: 4.0.0 created: 2025-11-18 updated: '2025-11-18' status: stable description: Complete guide to MoAI-ADK agents, delegation patterns, and agent orchestration for intelligent task distribution allowed-tools:

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MoAI Agent Architecture & Delegation Guide -

Master guide for agent selection, delegation patterns, and orchestration strategies

Scope: MoAI-ADK Agent System Framework: Task delegation, parallel execution, context management Keywords: agents, delegation, orchestration, task-distribution, specialist-expertise

Level 1: Quick Reference

Agent Hierarchy

Tier 1: Specialized Agents (domain expertise)

  • spec-builder: SPEC-First requirements
  • tdd-implementer: TDD implementation
  • backend-expert: API & services
  • frontend-expert: UI components
  • security-expert: Security patterns

Tier 2: Support Agents (task-specific)

  • docs-manager: Documentation
  • quality-gate: Quality validation
  • performance-engineer: Optimization

Tier 3: Skill-based Agents (knowledge capsules)

  • Delegated to moai-* Skills via Skill() calls

Level 2: Agent Delegation Patterns

When to Use Agent Delegation

Use delegation when:

  • Task requires specialized expertise
  • Multiple domains involved
  • Token budget optimization needed
  • Parallel execution beneficial

Sequential vs Parallel

Sequential: Steps depend on previous results Parallel: Independent tasks run simultaneously (3-5x faster)


Level 3: Advanced Orchestration

Multi-Agent Workflows

  • Agent chaining and composition
  • Context passing between agents
  • Session management and persistence
  • Error handling and fallback strategies

References

  • SPEC-First Methodology: See CLAUDE.md → Agent Delegation
  • Token Efficiency: See .moai/memory/token-efficiency.md
  • Advanced Patterns: See .moai/memory/agent-delegation.md

Last Updated: 2025-11-18 Format: Markdown | Language: English Status: Stable Version: 4.0.0

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npx skills add https://github.com/jg-chalk-io/Nora-LiveKit --skill moai-core-agent-guide
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