orchestrator

Coordinate specialized AI agents across sequential, parallel, and conditional execution flows.

5|Updated Feb 4, 2026
One-click install
npx skills add https://github.com/Rikinshah787/clawarmy --skill orchestrator-rikinshah787
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/Rikinshah787/clawarmy/tree/main/.cursor/skills/orchestrator
Command: npx skills add https://github.com/Rikinshah787/clawarmy --skill orchestrator-rikinshah787

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines complex, multi-faceted tasks by intelligently coordinating specialized AI agents, ensuring efficient execution and synthesized results.

Core Features & Use Cases

  • Task Decomposition: Breaks down large requests into manageable subtasks.
  • Agent Orchestration: Selects and manages the execution flow (sequential, parallel, conditional) of multiple specialized agents.
  • Result Synthesis: Combines outputs from various agents into a cohesive, actionable report.
  • Use Case: Developing a new web application feature that requires security checks, code implementation, testing, and deployment coordination.

Quick Start

Use the orchestrator skill to perform a full review of the current project, starting with security and UX analysis, followed by code implementation and testing.

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 software pipeline?

Multi-agent orchestration coordinates specialized AI agents by decomposing complex tasks into subtasks, managing sequential, parallel, and conditional execution flows, and synthesizing the combined outputs into a cohesive report.

What is multi-agent task decomposition and how does it work?

Task decomposition breaks down large, multi-faceted requests into manageable subtasks, allowing an orchestrator to select specialized agents, enforce boundaries, resolve conflicts, and synthesize results for comprehensive task completion.

How do I automate a full project review with security and UX analysis?

Automating a full project review involves using an orchestrator to sequentially manage agents for security and UX analysis, followed by code implementation and testing, synthesizing their outputs into actionable reports.

Can I run parallel execution flows for security checks and code implementation?

Yes, parallel execution flows can be managed by an orchestrator to run specialized agents concurrently, ensuring efficient execution while enforcing agent boundaries and resolving conflicts during complex task completion.

Do I need specific agent dependencies to manage conditional execution workflows?

No specific dependencies are required to manage conditional execution workflows; the orchestrator coordinates specialized agents like security, codeninja, and ux-guru natively to handle complex, multi-faceted software engineering tasks.