orchestrate

Coordinate Claude Code agent teams to deliver multi-phase feature development.

Updated Dec 25, 2025
One-click install
npx skills add https://github.com/CorbinatorX/devops-ai-toolkit-claude-plugin --skill orchestrate-corbinatorx
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/CorbinatorX/devops-ai-toolkit-claude-plugin/tree/main/skills/orchestrate
Command: npx skills add https://github.com/CorbinatorX/devops-ai-toolkit-claude-plugin --skill orchestrate-corbinatorx

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the entire lifecycle of feature delivery, from initial architecture design to final pull request creation, by coordinating AI agent teams.

Core Features & Use Cases

  • End-to-End Delivery: Manages feature development through multiple phases, including architecture, implementation, and review.
  • Agent Team Coordination: Utilizes a Tech Lead agent to spawn and manage specialist teammates (Architect, Builder, Reviewer).
  • Use Case: Initiate a complex new service build by simply describing the feature, and let the Skill autonomously handle the design, coding, testing, and PR creation.

Quick Start

Orchestrate the full build of the new payment service.

Frequently Asked Questions about orchestrate

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

FAQPage Schema
How do I automate multi-phase feature delivery with an agent team?

Autonomous feature delivery is orchestrated by a Tech Lead agent that coordinates architecture, implementation, and review phases to automatically generate feature branches and pull requests. It manages the entire development lifecycle from a simple feature description.

Can I use AI agent teams to manage architecture and code review phases?

Yes, agent teams coordinate these phases by having a Tech Lead agent spawn specialist teammates for architecture, implementation, and review. This autonomous coordination handles design, coding, testing, and PR creation sequentially.

What is the best way to coordinate autonomous agents for building a new service?

The best way to coordinate autonomous agents is using a Tech Lead coordinator that manages specialist teammates throughout the build. It sequentially handles architecture design, implementation, and review before creating a pull request.

Does autonomous feature delivery work without external work item integrations?

Autonomous feature delivery works without mandatory work item integrations by providing a sequential fallback workflow. While it supports work item integration when available, the core architecture, implementation, and review phases run autonomously.

How do I initiate a complex feature build from a text description?

To initiate a complex feature build, you simply describe the feature to orchestrate the full build process. The Tech Lead agent then autonomously manages the architecture, coding, testing, and pull request creation phases.

What are the limitations of using a Tech Lead agent for feature development?

The main limitation of using a Tech Lead agent is its reliance on the sequential fallback workflow if work item integration fails. Multi-phase coordination depends on the agent's ability to properly spawn and manage specialist teammates for architecture and review.