orchestrator:team

Orchestrate specialized AI agents through phased development workflows from analysis to QA.

Updated Feb 24, 2026

Search Tags:#workflow automation #qa #orchestration #agent coordination #team management #development tasks

Ready to run

npx skills add https://github.com/atournayre/claude-personas --skill orchestrator-team

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: orchestrator:team
Source: https://github.com/atournayre/claude-personas/tree/main/orchestrator/skills/team
Command: npx skills add https://github.com/atournayre/claude-personas --skill orchestrator-team

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the coordination of specialized AI agents to tackle complex development tasks, streamlining workflows from analysis to quality assurance.

Core Features & Use Cases

Automated Team Composition: Intelligently selects and assigns roles to agents based on task type (feature, refactor, API, fix).
Phased Workflow Management: Guides tasks through distinct stages: analysis, challenge, planning, implementation, and QA.
Resource Optimization: Adapts execution mode (Normal, Safe, Abort) based on available system RAM.
Use Case: Kick off a new feature development by describing it, and let the skill orchestrate an analyst, a challenger, and an implementer to deliver the code, including reviews and QA.

Quick Start

Use the orchestrator team skill to develop a new feature by describing its requirements.

Frequently Asked Questions about orchestrator:team

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

FAQPage Schema

How do I automate AI agent coordination for complex development tasks?▼

Workflow automation for development tasks works by guiding your request through distinct phases: analysis, challenge, planning, implementation, and QA. This structured approach ensures complex features are systematically broken down and validated by specialized AI agents.

Can I automatically assign AI agents to different task types like refactoring or API development?▼

Yes, automated team composition intelligently detects task types such as feature, refactor, API, or fix, and assigns appropriate specialized roles to the AI agents. This ensures the right coordination strategy is applied to each specific development challenge.

Does AI agent orchestration adapt execution based on available system resources?▼

To start orchestrating AI teams, simply describe your new feature development requirements to the skill. It will auto-detect the task type, compose an appropriate team of agents, and manage the entire workflow from initial analysis to final quality assurance.

What is the best way to manage a phased workflow for AI-assisted software engineering?▼

If system resources are insufficient during AI agent orchestration, the workflow automatically switches to Safe or Abort execution modes based on available RAM. This constraint prevents system crashes and ensures stable operation during complex development tasks.