swarm_agent

Orchestrate multi-agent tasks with dynamic delegation and persistent memory in Swarm CLI.

4|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/dewitt/swarm --skill swarm-agent
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: swarm_agent
Source: https://github.com/dewitt/swarm/tree/main/skills/swarm-agent
Command: npx skills add https://github.com/dewitt/swarm --skill swarm-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enables centralized coordination of multiple autonomous agents, ensuring coherent execution of complex tasks in dynamic environments.

Core Features & Use Cases

  • Dynamic task graph orchestration for distributed agents
  • Persistent semantic memory with commit/retrieve capabilities
  • Real-time coordination and state management across sessions

Quick Start

Coordinate a swarm to autonomously execute a user-defined task and report progress.

Frequently Asked Questions about swarm_agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I orchestrate multi-agent tasks with dynamic delegation?

Multi-agent task orchestration uses a central brain to coordinate distributed autonomous agents, ensuring coherent execution of complex workflows through dynamic delegation and real-time state management.

What is a dynamic task graph and when do I need it for agent coordination?

A dynamic task graph structures distributed agent execution paths, needed when complex workflows require real-time coordination and autonomous delegation among specialized agents in changing environments.

How do I manage persistent semantic memory across multiple agent sessions?

Persistent semantic memory enables agents to commit and retrieve contextual data across sessions, utilizing session state management to maintain coherent coordination within a Swarm CLI environment.

Can I coordinate specialized agents within a Swarm CLI environment?

Yes, Swarm CLI environments support centralized coordination of multiple specialized autonomous agents, managing execution graphs and session states for distributed complex workflows.

What's the best way to build execution graphs for distributed agents?

Building execution graphs for distributed agents requires a central orchestration brain that manages dynamic task delegation, persistent memory, and real-time coordination across autonomous specialized workers.