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orchestrate

Orchestrate parallel multi-agent execution with automated review loops.

1.2k|140|Updated Jan 30, 2026
Search Tags:#devops#code review#workflow automation#parallel execution#multi-agent#agent orchestration
One-click install
npx skills add https://github.com/first-fluke/oh-my-agent --skill orchestrate-first-fluke
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/first-fluke/oh-my-agent/tree/main/.claude/skills/orchestrate
Command: npx skills add https://github.com/first-fluke/oh-my-agent --skill orchestrate-first-fluke

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the complex process of orchestrating multiple specialized AI agents to work together on engineering tasks, including a built-in review loop for quality assurance.

Core Features & Use Cases

  • Parallel Agent Execution: Spawns and manages multiple domain-specific agents (backend, frontend, mobile, DB, QA, debug, PM) concurrently.
  • Automated Review Loop: Integrates a self-review and cross-review (QA) process to ensure code quality and adherence to standards.
  • Workflow Management: Loads and follows predefined workflows, ensuring disciplined execution.
  • Use Case: Initiate a complex feature development by having the PM agent plan, backend and frontend agents implement, and the QA agent review, with automated feedback loops for corrections.

Quick Start

Use the orchestrate skill to develop the new user authentication feature.

Frequently Asked Questions about orchestrate

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

FAQPage Schema
How do I automate multi-agent workflow execution for complex feature development?▼

Multi-agent workflow execution is automated by spawning domain-specific agents like backend, frontend, and QA concurrently. The orchestrator manages parallel task execution and loads predefined workflows to handle complex engineering requirements.

Can I run parallel AI agents for backend and frontend tasks with a code review loop?▼

Parallel AI agents for backend and frontend tasks can run concurrently with an integrated review loop. The system enforces quality assurance through automated self-reviews and cross-agent QA checks.

What is automated agent orchestration and how does it handle project management?▼

Automated agent orchestration coordinates multiple specialized AI agents to execute engineering tasks. It includes a project management agent that plans features and delegates implementation to domain-specific agents.

Does multi-agent orchestration support mobile and database engineering tasks?▼

Multi-agent orchestration supports mobile and database engineering tasks through dedicated domain-specific agents. These agents work concurrently alongside backend, frontend, and QA agents within predefined workflow configurations.

How do I set up a disciplined AI development workflow with cross-agent reviews?▼

A disciplined AI development workflow with cross-agent reviews is set up by loading predefined configurations into the orchestrator. The system automatically triggers iterative self-reviews and QA feedback loops during execution.

Are there limitations to using automated orchestration for debugging tasks?▼

Automated orchestration handles debugging tasks through a dedicated debug agent within the multi-agent workflow. It relies on predefined workflows and iterative feedback loops to resolve issues within the coordinated execution framework.

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