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moai

Orchestrate autonomous software development from planning to deployment with a multi-agent system.

Updated Feb 22, 2026
Search Tags:#code review#ai development#spec generation#autonomous coding#documentation sync#software lifecycle#tdd ddd
One-click install
npx skills add https://github.com/SayBGM/TubeExtract --skill moai-saybgm
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: moai
Source: https://github.com/SayBGM/TubeExtract/tree/main/.claude/skills/moai
Command: npx skills add https://github.com/SayBGM/TubeExtract --skill moai-saybgm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires manager-spec, manager-ddd, manager-tdd, manager-docs, manager-git, Explore, expert-debug, expert-testing, expert-security, expert-refactoring, expert-performance, expert-frontend, expert-backend, manager-quality, team-researcher, team-analyst, team-architect, team-backend-dev, team-frontend-dev, team-tester, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the entire software development lifecycle, from initial planning and design to implementation, testing, and documentation synchronization, reducing manual effort and accelerating delivery.

Core Features & Use Cases

  • End-to-End Automation: Manages the full development pipeline (plan, run, sync) autonomously.
  • Intelligent Planning: Generates detailed SPEC documents using EARS format, incorporating deep codebase analysis and user feedback.
  • Adaptive Implementation: Employs TDD or DDD methodologies, adapting to project needs and automatically fixing issues.
  • Quality Assurance: Integrates comprehensive testing, code review, and MX tag validation.
  • Use Case: A developer needs to add a new user authentication module. They provide a high-level description, and MoAI handles the research, planning, coding, testing, and documentation, delivering a ready-to-merge pull request.

Quick Start

Use moai to autonomously implement the user authentication system for the current project.

Frequently Asked Questions about moai

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate the software development lifecycle from planning to deployment?▼

Automating the software development lifecycle requires orchestrating planning, coding, testing, and documentation. This Skill manages the entire pipeline autonomously, adapting to TDD or DDD methodologies to deliver ready-to-merge pull requests.

Can I use autonomous coding to generate SPEC documents and implement TDD cycles?▼

Yes, autonomous coding can generate detailed SPEC documents using EARS format and implement TDD cycles. The system handles deep codebase analysis, user feedback integration, and adaptive implementation to manage the full development pipeline.

Does multi-agent autonomous coding support automated code review and documentation synchronization?▼

Multi-agent autonomous coding supports automated code review and documentation synchronization. It integrates comprehensive testing, quality assurance, and MX tag validation to ensure code quality throughout the software lifecycle.

What is the best way to implement a new module using DDD and TDD with an AI orchestrator?▼

Implementing a new module with DDD and TDD is best handled by an AI orchestrator that manages research, planning, and coding. It employs adaptive implementation cycles, automatically fixing issues and synchronizing documentation.

How does cost optimization work in autonomous software development orchestration?▼

Cost optimization in autonomous software development orchestration works through CG mode. This feature manages multi-agent execution efficiently, reducing manual effort while accelerating delivery across the full pipeline.

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