orchestrate

Name: orchestrate
Availability: InStock
Author: blakesims

Orchestrate multi-agent task workflows across planning, execution, and review phases.

Updated Jan 28, 2026

Search Tags:#task management #workflow automation #multi-agent #orchestration #autonomous execution #agent spawning

Ready to run

npx skills add https://github.com/blakesims/task-workflow-plugin --skill orchestrate-blakesims

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/blakesims/task-workflow-plugin/tree/main/skills/orchestrate
Command: npx skills add https://github.com/blakesims/task-workflow-plugin --skill orchestrate-blakesims

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the complex coordination and execution of multi-agent workflows, ensuring tasks progress through planning, execution, and review stages without manual intervention.

Core Features & Use Cases

Autonomous Workflow Execution: Manages the entire lifecycle of a task, spawning specialized agents for each phase.
Agent Orchestration: Intelligently routes tasks to the correct agent based on the current status of a task.
Use Case: Kick off a complex software development task, and this Skill will autonomously manage the planner, executor, and code reviewer agents until the task is complete or blocked.

Quick Start

Use the orchestrate skill to start a new task named 'T007-feature' from the tasks/active directory.

Frequently Asked Questions about orchestrate

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

FAQPage Schema

What is multi-agent task orchestration for autonomous workflows?▼

Multi-agent task orchestration automates complex workflows by managing agent spawning and routing tasks based on status. It handles planning, execution, and review phases autonomously without manual intervention.

How do I automate a complex software development task with multi-agent workflows?▼

You can automate a software development task by starting a new named task from the active directory. The orchestration skill will autonomously manage planner, executor, and code reviewer agents until completion or blockage.

Do I need a specific tool to enable autonomous agent spawning?▼

Autonomous agent spawning requires the Task tool with subagent_type configured. If the Task tool is unavailable, a Bash CLI fallback can be used to execute the multi-agent workflow.

What's the best way to route tasks to specialized agents during execution?▼

The best way to route tasks to specialized agents is through autonomous orchestration. It intelligently routes tasks to the correct agent based on the current status of the task throughout its lifecycle.

Why does my multi-agent workflow stop before the task is complete?▼

Multi-agent workflows stop autonomously when a task becomes blocked during the planning, execution, or review phases. The orchestration process manages the lifecycle until the task is either complete or blocked.

Can I use Bash CLI fallback if the Task tool is unavailable for orchestration?▼

Yes, a Bash CLI fallback is supported for agent execution if the Task tool with subagent_type is unavailable. This ensures the multi-agent task workflow can still proceed through its required phases.