Can I use this skill for standalone tasks?

No, this skill is specifically designed to be called from the Serena Workflow Engine (WF_SWARM_ORCHESTRATE) and requires prior workflow initialization.

What swarm topologies does the skill support?

The skill supports mesh (default), hierarchical (tree structure), ring (circular communication), and star (central coordinator) topologies to suit different project needs.

Which MCP tools are compatible with this skill?

It prioritizes Claude Flow for general orchestration and utilizes RUV-Swarm as a fallback for DAA learning agents.

How does it handle agent spawning?

Agents are spawned in parallel within a single message to ensure synchronized execution and reduce latency in multi-agent workflows.

Multi-Agent Swarm Orchestrator

Name: Multi-Agent Swarm Orchestrator
Author: EarthmanWeb

byEarthmanWeb

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生产力与工作流

Coordinates multiple specialized AI agents in parallel to execute complex, large-scale software engineering tasks through structured swarm topologies.

The Multi-Agent Swarm Orchestrator is a high-level coordination skill designed for the Serena Workflow Engine that enables Claude to manage specialized agents simultaneously. It automates the decomposition of complex tasks into parallel subtasks, utilizing specific swarm topologies—such as mesh, hierarchical, or star—to optimize communication. By spawning dedicated roles like researchers, coders, and analysts in a single message, the skill ensures high-performance execution and seamless result synthesis, making it ideal for architectural refactors and large-scale codebase modifications.

主要功能

01Parallel agent spawning for accelerated task execution

02Support for Mesh, Hierarchical, Ring, and Star swarm topologies

03State persistence and result synthesis via integrated WORKING_MEMORY

041 GitHub stars

05Specialized agent roles including Researcher, Coder, Analyst, and Optimizer

06Automated task decomposition into discrete, parallelizable subtasks

使用场景

01Large-scale codebase refactoring requiring concurrent research and implementation

02Complex feature development involving architectural analysis and performance tuning

03Comprehensive system audits using a multi-agent review and optimization process

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add earthmanweb/serena-workflow-engine swe-swarm-orchestrate

For use in Claude.ai and ChatGPT

Download Skill