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Agency Swarm

AGENT

Reliable multi-agent orchestration framework built on top of the OpenAI Assistants API with organizational structure modeling

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Overview

Free AI agent — Agency Swarm. Reliable multi-agent orchestration framework built on top of the OpenAI Assistants API with organizational structure modeling

What this agent does

Reach for "Agency Swarm" whenever you need a reliable AI agent for real work across ChatGPT, Claude, Gemini, and Cursor. Reliable multi-agent orchestration framework built on top of the OpenAI Assistants API with organizational structure modeling OpenRuna cross-links it to related prompts, agents, and tools, which makes assembling a full workflow around it straightforward. Copy it into your assistant of choice and sharpen the result with a couple of follow-up turns.

Use cases

  • Combine it with related tools and prompts in the same OpenRuna category to build an end-to-end workflow.
  • Reach for it during planning or review sessions when you want consistent, AI-assisted structure.
  • Use "Agency Swarm" when you need a repeatable AI agent for professional work without rewriting instructions every time.
  • Hand "Agency Swarm" to a new teammate so their AI agent output matches your team's quality bar from day one.

Example output

Ask the model to apply "Agency Swarm" to your scenario and it returns a structured answer — clear sections, actionable steps, and assumptions stated upfront — ready to paste into docs, tickets, or code comments. Add one example of your own and the output quality jumps noticeably.

Tips by platform

Claude

In Claude, paste the full AI agent as your first message or add it to Project instructions, then ask Claude to confirm assumptions before it executes. For longer AI agents, iterate inside the artifact panel.

ChatGPT

In ChatGPT, start a fresh chat and paste this AI agent verbatim, then follow up with "apply this to [your context]." Pick a current GPT model for coding or reasoning tasks.

Cursor

Cursor users can store this AI agent as a project rule so Agent mode applies it automatically. Mention it with @ when you want it scoped to a single task.

Frequently asked questions

What is "Agency Swarm"?
It is a AI agent listed on OpenRuna — Reliable multi-agent orchestration framework built on top of the OpenAI Assistants API with organizational structure modeling You can copy and adapt it for ChatGPT, Claude, Cursor, or any other AI assistant.
Is "Agency Swarm" free to use?
Most OpenRuna resources are open or CC0-licensed. Check the license shown on this page before commercial use; premium collections are clearly marked as such.
How do I get the best results from this AI agent?
Replace any placeholders, add your project context, and ask the model to confirm its assumptions first. Iterate over 2–3 follow-up turns rather than expecting a perfect first response.
Does "Agency Swarm" work with both Claude and ChatGPT?
Yes — it is model-agnostic text, so it runs on Claude, ChatGPT, Gemini, and Cursor. The tips on this page cover each of those assistants specifically.
Where can I find resources related to "Agency Swarm"?
Scroll to the Related resources section on this page, or open the matching category hub on OpenRuna to find connected prompts, tools, agents, and datasets in the same topic area.

Related resources