orchestrator

Decompose complex tasks, delegate to specialist skills, and synthesize outputs.

181|30|Updated Nov 16, 2025
One-click install
npx skills add https://github.com/curiositech/some_claude_skills --skill orchestrator-curiositech
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/curiositech/some_claude_skills/tree/main/.claude/skills/orchestrator
Command: npx skills add https://github.com/curiositech/some_claude_skills --skill orchestrator-curiositech

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill acts as a central coordinator for complex tasks that require multiple specialized skills, ensuring efficient delegation, synthesis of outputs, and even the creation of new skills when capability gaps are identified.

Core Features & Use Cases

  • Complex Task Decomposition: Breaks down large problems into manageable subtasks.
  • Skill Orchestration: Intelligently delegates tasks to the most appropriate specialist skills.
  • Adaptive Skill Creation: Identifies missing capabilities and invokes a 'skill-coach' to create new skills on-the-fly.
  • Synthesis: Combines outputs from various specialists into a cohesive final solution.
  • Use Case: When faced with a request to "design a new web app, including branding, UI, backend architecture, and a launch plan," the orchestrator can delegate to design, research, and planning skills, synthesize their outputs, and even request a new skill if, for example, a specific backend technology isn't covered.

Quick Start

Use the orchestrator skill to coordinate a multi-skill project starting with research and design.

Frequently Asked Questions about orchestrator

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

FAQPage Schema
How do I coordinate multiple AI agents for a complex project?

Task decomposition breaks down large, multi-faceted problems into manageable subtasks, enabling an orchestrator to intelligently delegate each piece to the most appropriate specialist skills for parallel or sequential execution.

What is the best way to automate workflow design for multi-step tasks?

Yes, adaptive skill creation identifies missing capabilities during workflow execution and invokes a skill-coach to dynamically generate and integrate new skills on-the-fly, filling the capability gap.

How do I synthesize outputs from different specialized skills?

Use an orchestrator when a request requires multiple specialized skills simultaneously, such as designing a web app needing UI, backend architecture, branding, and a launch plan.

Can I dynamically create new skills when capability gaps are identified?

Yes, adaptive skill creation identifies missing capabilities during workflow execution and invokes a skill-coach to dynamically generate and integrate new skills on-the-fly, filling the capability gap.

When do I need a meta-agent for task decomposition?

You need a meta-agent for task decomposition when breaking down large, multi-faceted problems into manageable subtasks to enable intelligent delegation to specialist skills.