orchestrate

Manage multi-step AI agent workflows across a five-phase lifecycle.

Updated Feb 22, 2026

Search Tags:#automation #workflow #ci/cd #task management #agent #orchestration

Ready to run

npx skills add https://github.com/phoenixvc/agentkit-forge --skill orchestrate-phoenixvc

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/phoenixvc/agentkit-forge/tree/main/.agents/skills/orchestrate
Command: npx skills add https://github.com/phoenixvc/agentkit-forge --skill orchestrate-phoenixvc

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill acts as the central coordinator for AI-driven tasks within a repository, ensuring complex workflows are managed efficiently from discovery to deployment.

Core Features & Use Cases

Repository Assessment: Automatically scans and understands the project's technical landscape.
Task Delegation: Assigns work to specialized agent teams based on identified needs.
Lifecycle Management: Guides tasks through discovery, planning, implementation, validation, and shipping phases.
Use Case: When a new feature request comes in, the orchestrator skill can assess the codebase, plan the implementation steps, delegate coding tasks to relevant agent teams, validate the changes, and prepare for deployment.

Quick Start

Use the orchestrate skill to begin a new multi-step workflow for the current repository.

Frequently Asked Questions about orchestrate

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

FAQPage Schema

How do I orchestrate multi-step AI agent workflows for a repository?▼

You orchestrate multi-step AI agent workflows by assessing the repository state, planning tasks, delegating to agent teams, and validating results through a structured 5-phase lifecycle. This ensures complex development tasks are managed efficiently from discovery to deployment.

What is the best way to automate task delegation to specialized AI agents?▼

The best way to automate task delegation is using an orchestrator that assigns work to specialized agent teams based on identified needs. It assesses the codebase, delegates coding tasks, and manages state through dedicated files.

How does lifecycle management work for AI-driven development tasks?▼

Lifecycle management works by guiding tasks through a defined 5-phase process: discovery, planning, implementation, validation, and shipping. This phased approach ensures structured coordination from initial feature request to final deployment.

Can I use an orchestrator skill for CI/CD and feature implementation workflows?▼

Yes, you can use it for CI/CD and feature implementation workflows. When a feature request arrives, the orchestrator assesses the codebase, plans implementation steps, delegates coding tasks to agent teams, validates changes, and prepares for shipping.

Do I need specific dependencies to start automating AI agent workflows?▼

No specific dependencies are required to start automating AI agent workflows. The orchestrator operates independently using scripts and references to manage state and execute the phased lifecycle for your repository tasks.

When should I not use automated workflow orchestration for repository tasks?▼

You should not use automated workflow orchestration for simple, single-step modifications that do not require multi-phase lifecycle management. It is designed for complex, multi-step tasks needing assessment, delegation, and validation.