Agent Orchestrator

The Agent Orchestrator skill coordinates multiple specialized AI agents, skills, and tools to accomplish complex tasks that benefit from distributed expertise. It acts as a conductor, delegating subtasks to appropriate agents, managing dependencies, integrating results, and ensuring coherent final outputs.

This skill understands the capabilities of available agents (general-purpose, operations-manager, specialized skills), determines optimal task decomposition, manages inter-agent communication, handles failures, and synthesizes diverse outputs into unified results. It's the meta-layer that makes multi-agent collaboration effective.

Use this skill for complex projects requiring diverse expertise, tasks that benefit from parallel execution, or workflows where specialized agents outperform general-purpose approaches.

Core Workflows

Workflow 1: Decompose Task & Delegate

1. Analyze the complex task:
   • What's the end goal?
   • What are the components?
   • What expertise is needed?
2. Map to available agents/skills:
   • Which agents have relevant capabilities?
   • What's each agent's specialty?
   • What tools/MCPs do they access?