How does the Research Swarm pattern work?

The Research Swarm uses parallel execution to gather information from various sources simultaneously, followed by automated synthesis, pattern recognition, and report generation.

How many agents can I manage at once?

The skill allows you to define a 'maxAgents' parameter during initialization, typically supporting up to 8 specialized agents depending on your hardware and API limits.

What is required to run these swarm patterns?

You need Claude Flow installed via npm and the associated MCP server configured to allow Claude to execute the orchestration commands.

What are the different swarm topologies available?

This skill supports Mesh (peer-to-peer), Hierarchical (commander-subordinate), Star (central coordinator), and Ring (sequential pipeline) topologies to suit different project needs.

Can I use this for software development?

Yes, the Development Swarm pattern initializes a hierarchical team including architects, developers, testers, and DevOps engineers to manage the full software lifecycle.

Advanced Swarm Orchestration

Name: Advanced Swarm Orchestration
Author: ellisapotheosis

byellisapotheosis

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협업 도구

Orchestrates complex multi-agent workflows using advanced topologies for research, development, and distributed testing.

Advanced Swarm Orchestration empowers Claude to manage specialized teams of AI agents through sophisticated coordination patterns. By utilizing Mesh, Hierarchical, Star, and Ring topologies, this skill enables high-level task delegation and parallel processing across various domains. Whether you are conducting deep research, building full-stack applications with a virtual dev team, or running distributed QA suites, this skill provides the architectural framework to handle complex, multi-stage workflows that go beyond single-agent capabilities.

주요 기능

01Parallel and sequential task orchestration strategies

02Specialized agent spawning for researchers, architects, coders, and testers

03Comprehensive quality assessment and cognitive analysis tools

04Integrated memory management and knowledge graph creation

050 GitHub stars

06Multi-topology support including Mesh, Hierarchical, Star, and Ring structures

사용 사례

01Simulating a full-stack development team for rapid software prototyping

02Running distributed security audits and comprehensive quality assurance testing

03Executing parallel information gathering and synthesis for deep research projects

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