Which topologies are supported by this skill?

It supports Mesh (peer-to-peer), Hierarchical (queen-worker), and Adaptive (dynamic switching based on task complexity) topologies.

What is the benefit of using a swarm over a single agent?

Swarms allow for parallel task execution, specialization (e.g., separate coder and tester agents), and increased reliability through fault tolerance and load balancing.

Does this skill handle agent failures?

Yes, it includes resiliency settings to automatically retry tasks with exponential backoff or reassign them to other available agents if a failure occurs.

How do agents share information within the swarm?

Agents utilize a centralized shared memory system to store and retrieve state, such as API schemas or configuration data, across the entire swarm.

Swarm Orchestration

Name: Swarm Orchestration
Author: ricable

byricable

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Data Science & ML

Orchestrates multi-agent AI swarms for parallel task execution and dynamic coordination using the agentic-flow framework.

Swarm Orchestration provides a robust framework for managing complex workflows by distributing tasks across multiple specialized AI agents. It leverages the agentic-flow coordination system to support diverse topologies—including Mesh, Hierarchical, and Adaptive—ensuring efficient load balancing, fault tolerance, and shared memory across the swarm. This skill is ideal for developers building distributed AI systems that require more than a single agent to handle sophisticated, multi-stage projects like full-stack development or automated testing pipelines.

Key Features

01Multi-topology support (Mesh, Hierarchical, Adaptive)

02Parallel and pipeline task execution modes

03Shared swarm memory for cross-agent state coordination

04Integrated CLI hooks for automated session management

052 GitHub stars

06Dynamic load balancing and fault tolerance

Use Cases

01Executing automated test suites across distributed worker swarms

02Managing complex AI research pipelines that require parallel data processing

03Building full-stack applications with specialized backend and frontend agents

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ricable/ultimate-ai-agent swarm-orchestration

For use in Claude.ai and ChatGPT

Download Skill