Can I use this for automated testing?

Yes, the Testing Swarm pattern is designed for distributed quality assurance, enabling parallel execution of unit, integration, and E2E tests.

What is the benefit of the Mesh topology?

The Mesh topology allows all agents to communicate directly with one another, making it ideal for flexible research and collaborative brainstorming tasks.

How do specialized agents work in a swarm?

Agents are spawned with specific types—like researcher, coder, or tester—and assigned distinct capabilities and roles within the chosen topology.

What swarm topologies are supported by this skill?

It supports Mesh (peer-to-peer), Hierarchical (command structure), Star (centralized coordinator), and Ring (sequential pipeline) topologies.

Advanced Swarm Orchestration

Name: Advanced Swarm Orchestration
Author: ellisapotheosis

byellisapotheosis

0•

生産性とワークフロー

Orchestrates multi-agent teams using specialized swarm patterns for distributed research, development, and complex testing workflows.

This skill empowers Claude to manage high-level orchestration through sophisticated swarm topologies including mesh, hierarchical, star, and ring patterns. By leveraging the Claude Flow plugin, it enables the spawning of specialized agents—such as researchers, analysts, and developers—to work in parallel or sequence. It is specifically designed for complex projects requiring distributed knowledge gathering, full-stack implementation, and coordinated quality assurance across multiple AI instances.

主な機能

010 GitHub stars

02Comprehensive CLI and MCP support for automated multi-agent coordination

03Multiple topology support including Mesh, Hierarchical, Star, and Ring

04Advanced orchestration strategies: Parallel, Adaptive, Balanced, and Specialized

05Dynamic agent spawning with role-specific capabilities and memory namespaces

06Integrated knowledge management with memory storage and pattern recognition

ユースケース

01Executing deep research through parallel information gathering and cross-referenced validation

02Running distributed QA suites using a star topology for simultaneous unit and integration testing

03Managing full-stack development cycles with coordinated architect, coder, and reviewer roles

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ellisapotheosis/project-nyra swarm-advanced

For use in Claude.ai and ChatGPT

Download Skill