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orchestrator

Orchestrate multi-phase software development workflows with specialized AI agents.

Updated Dec 29, 2025
Search Tags:#automation#testing#development#code review#commit#orchestration
One-click install
npx skills add https://github.com/yumayo/MasterDataEditor --skill orchestrator-yumayo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/yumayo/MasterDataEditor/tree/main/.claude/skills/orchestrator
Command: npx skills add https://github.com/yumayo/MasterDataEditor --skill orchestrator-yumayo

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 development workflow orchestrator, automating the process of receiving implementation tasks, invoking specialized AI agents in the correct sequence, ensuring quality, and completing the commit process.

Core Features & Use Cases

  • Automated Development Workflow: Manages the entire lifecycle from task analysis to code commit.
  • Agent Orchestration: Intelligently delegates tasks to specialized AI agents (e.g., developers, reviewers, testers).
  • Quality Assurance: Integrates multiple review phases to ensure code quality and adherence to standards.
  • Bug Fixing & Feature Implementation: Handles both bug resolution and new feature development.
  • Use Case: Automatically fix a reported bug by analyzing the issue, assigning development tasks, running tests, performing code reviews, and committing the fix.

Quick Start

Use the orchestrator skill to automatically fix the bug described in the issue file 'issues/open/BUG_001.md'.

Frequently Asked Questions about orchestrator

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

FAQPage Schema
How do I automate bug fixing and feature implementation workflows with AI agents?▼

Automated bug fixing and feature implementation workflows are orchestrated by managing specialized AI agents through a multi-phase process. This handles task analysis, TDD-based development, testing, multiple code reviews, and final commit automatically.

What is AI agent orchestration for software development?▼

AI agent orchestration for software development intelligently delegates tasks to specialized AI agents like developers, reviewers, and testers. It manages the entire lifecycle from task analysis to code commit, ensuring quality and adherence to development standards.

How do I commit code with automated code reviews using AI?▼

To commit code with automated code reviews, the orchestrator integrates multiple review phases to ensure code quality and adherence to standards. It automates task analysis, runs tests, performs reviews, and completes the final commit process.

Can I use automated TDD-based development for fixing reported bugs?▼

Yes, you can use automated TDD-based development for fixing reported bugs. The orchestrator analyzes the issue, assigns development tasks, runs tests, performs multiple code reviews, and commits the fix to ensure quality.

Does the orchestrator handle both bug resolution and new feature development?▼

Yes, the orchestrator handles both bug resolution and new feature development. It acts as a development workflow orchestrator that automates the process of receiving implementation tasks and invoking specialized AI agents in the correct sequence.

What are the limitations of automating software development workflows with AI agents?▼

Automating software development workflows with AI agents requires clear issue descriptions to function effectively. The orchestrator relies on structured task analysis and TDD-based development processes, meaning poorly defined issues may impact the quality of the automated code commit.

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