What is an agent swarm?

An agent swarm is a collection of specialized AI agents that work together to solve complex tasks through coordinated communication, parallel execution, and distributed task management.

How does the orchestrator handle task distribution?

The orchestrator evaluates agent availability, specialized capabilities, and task priorities to assign work efficiently while managing dependencies between different task stages.

Can I define custom agent roles?

Yes, the skill provides a BaseAgent structure that allows you to define specialized roles such as Researchers, Coders, Reviewers, or any domain-specific agent your project requires.

Which swarm topologies does this skill support?

The skill provides patterns and guidance for Hierarchical (top-down), Peer-to-Peer (collaborative), and Blackboard (asynchronous shared state) architectures.

Is this suitable for large-scale automation?

Absolutely. By utilizing parallelism and specialized agents, this approach is significantly more resilient and scalable for complex workflows than a single-agent system.

Agent Swarm Orchestrator

Name: Agent Swarm Orchestrator
Author: organvm-iv-taxis

byorganvm-iv-taxis

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Data Science & ML

Orchestrates multi-agent AI systems using coordinated swarms, task distribution, and specialized communication patterns to solve complex problems.

The Agent Swarm Orchestrator skill provides a comprehensive framework for designing and implementing sophisticated multi-agent systems within Claude Code. It enables developers to move beyond single-agent constraints by implementing various swarm topologies—such as hierarchical, peer-to-peer, and blackboard architectures—to achieve parallel execution and specialized role distribution. By offering standardized patterns for agent communication, task allocation, and emergent collective behavior, this skill helps in building resilient AI systems capable of handling complex, multi-faceted workflows that require diverse perspectives and specialized domain expertise.

Key Features

01Implementation templates for specialized agents like Scouts, Supervisors, and Workers

02Advanced coordination protocols for consensus, voting, and task delegation

03Multi-agent swarm architecture design including Hierarchical, P2P, and Blackboard patterns

04Asynchronous inter-agent communication patterns and message bus management

052 GitHub stars

06Dynamic task distribution and load balancing across specialized agent roles

Use Cases

01Building collaborative problem-solving environments that require diverse AI perspectives and collective intelligence

02Scaling information gathering and deep research through distributed, parallel search swarms

03Automating complex software development lifecycles with specialized coding, testing, and review agents

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add organvm-iv-taxis/a-i--skills agent-swarm-orchestrator

For use in Claude.ai and ChatGPT

Download Skill