orchestrator

Dispatch specialized agents and manage the dev/QA/commit lifecycle for projects.

4|Updated Dec 7, 2025
One-click install
npx skills add https://github.com/grigb/gas-prompt-library --skill orchestrator-grigb
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/grigb/gas-prompt-library/tree/main/agents/agent-orchestrator
Command: npx skills add https://github.com/grigb/gas-prompt-library --skill orchestrator-grigb

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the complexity of managing multi-agent projects by automating task dispatch, lifecycle coordination, and status tracking, preventing human bottlenecks in agentic workflows.

Core Features & Use Cases

  • Multi-Agent Coordination: Automatically dispatches work orders to specialized agents and manages the dev/QA/commit lifecycle.
  • Autonomous Execution: Runs project workflows to completion without requiring constant human approval for every step.
  • Use Case: When building a complex software feature, use this Skill to orchestrate the dev-worker, QA-agent, and code-reviewer agents to complete the entire implementation and validation cycle autonomously.

Quick Start

Activate the orchestrator skill to begin autonomous coordination of all unblocked work orders in the current project directory.

Frequently Asked Questions about orchestrator

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

FAQPage Schema
How do I automate multi-agent workflow coordination for complex software tasks?

Multi-agent workflow coordination is automated by dispatching specialized workers to manage the full development lifecycle, including dev, QA verification, and commit cycles. This prevents human bottlenecks by running project workflows autonomously to completion.

What is autonomous task delegation in multi-agent engineering projects?

Autonomous task delegation is the process of automatically dispatching work orders to specialized agents like dev-workers and code-reviewers. It manages status reconciliation and lifecycle coordination without requiring constant human approval for every step.

How do I set up automated dispatch for dev, QA, and code review agents?

You can set up automated dispatch by activating the orchestration skill in your current project directory. It immediately begins coordinating all unblocked work orders, applying harness-aware model selection to manage the implementation and validation cycle.

Does autonomous multi-agent orchestration require manual approval for each development step?

Autonomous multi-agent orchestration does not require manual approval for each step. It executes project workflows to completion independently, dispatching work orders and performing QA verification while strictly adhering to safety protocols.

When should I use an orchestrator for multi-agent software development?

You should use an orchestrator for multi-agent software development when building complex features that require automated task delegation across dev, QA, and code review phases. It is designed for single projects requiring strict status reconciliation and autonomous execution.