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orchestrator

Delegates development tasks to specialized agents and enforces quality gates through review and testing.

5|Updated Dec 27, 2025
Search Tags:#quality assurance#code review#workflow automation#orchestration#agent coordination#parallelism
One-click install
npx skills add https://github.com/treygoff24/autonomous-dev-kit --skill orchestrator-treygoff24
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/treygoff24/autonomous-dev-kit/tree/main/skills/orchestrator
Command: npx skills add https://github.com/treygoff24/autonomous-dev-kit --skill orchestrator-treygoff24

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines complex development workflows by coordinating multiple specialized AI agents, ensuring parallel execution and rigorous quality checks to deliver high-quality software efficiently.

Core Features & Use Cases

  • Parallel Task Execution: Spawns multiple task-builder agents simultaneously to maximize development speed.
  • Quality Assurance: Integrates code reviewers, external AI perspectives (Codex, Gemini), and automated tests at critical checkpoints.
  • Use Case: Manage a project by breaking it down into tasks, assigning each to a task-builder, and ensuring all code is reviewed and tested before merging, all orchestrated by this Skill.

Quick Start

Activate the orchestrator mode to begin coordinating development specialists for your project.

Frequently Asked Questions about orchestrator

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

FAQPage Schema
How do I coordinate parallel AI agents for code generation and review?▼

Coordinate parallel AI agents by spawning multiple specialized task-builder agents simultaneously, then enforcing quality gates through integrated code review and automated testing checkpoints before synthesizing the final outputs.

What is the best way to automate workflow orchestration with quality assurance?▼

Automate workflow orchestration by delegating development tasks to specialized agents, managing task dependencies, and integrating external AI perspectives and automated tests to enforce quality assurance during software delivery.

Can I use external AI models like Codex or Gemini for code review within an automated workflow?▼

Yes, you can integrate external AI perspectives like Codex and Gemini into your automated workflow to provide additional code review layers at critical checkpoints during parallel task execution.

How do you manage task dependencies when running parallel development workflows?▼

Manage task dependencies during parallel development by monitoring agent progress continuously, mapping task relationships, and synthesizing outputs only after all dependency requirements and quality gates are satisfied.

Does parallel task execution work for complex software development projects requiring strict quality gates?▼

Yes, parallel task execution supports complex software development by spawning multiple task-builder agents simultaneously while enforcing strict quality gates through code reviewers and automated testing processes before merging.

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