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CJ-1981
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moai

Orchestrate autonomous software development from planning to documentation.

Updated Feb 2, 2026
Search Tags:#devops#code generation#ai development#orchestration#autonomous agent#software lifecycle
One-click install
npx skills add https://github.com/CJ-1981/excel-processor --skill moai-cj-1981
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: moai
Source: https://github.com/CJ-1981/excel-processor/tree/main/.claude/skills/moai
Command: npx skills add https://github.com/CJ-1981/excel-processor --skill moai-cj-1981

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill acts as a unified orchestrator for autonomous software development, streamlining complex tasks from planning to deployment and enabling AI agents to manage the entire development lifecycle.

Core Features & Use Cases

  • Unified Orchestration: Routes natural language or explicit subcommands to specialized agents for planning, running, syncing, fixing, and more.
  • Full Lifecycle Management: Handles tasks from initial planning and design (SPEC creation) through implementation (DDD/TDD), quality assurance, and documentation synchronization.
  • Use Case: A developer can describe a new feature in natural language, and MoAI will autonomously research, plan, implement, test, and document the feature, creating pull requests and managing the development process.

Quick Start

Use moai to autonomously implement the feature described in the current SPEC document.

Frequently Asked Questions about moai

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

FAQPage Schema
How do I manage the full software development lifecycle using autonomous AI agents?▼

You can manage the full software development lifecycle by routing natural language or explicit subcommands to specialized AI agents for planning, implementation, quality assurance, and documentation synchronization.

Can I use natural language to implement features and generate pull requests autonomously?▼

Yes, you can describe a feature in natural language, and the orchestrator will autonomously research, plan, implement, test, and document the feature while creating pull requests.

Does this autonomous software development orchestrator support DDD and TDD methodologies?▼

Yes, the autonomous software development orchestrator supports various development methodologies including Domain-Driven Design (DDD) and Test-Driven Design (TDD) during implementation.

What is the best way to orchestrate AI agents for code generation and debugging?▼

The best way to orchestrate AI agents for code generation and debugging is using a unified orchestrator that routes explicit subcommands to specialized agents for fixing, code review, and quality assurance.

How do I synchronize project documentation with code changes in an autonomous workflow?▼

You synchronize project documentation by routing specific subcommands to specialized agents that handle documentation synchronization automatically alongside implementation and quality assurance tasks.

Does the autonomous AI orchestrator integrate with Git for version control?▼

Yes, the autonomous AI orchestrator integrates with Git for version control, enabling autonomous management of the development process including pull requests and code reviews.

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