AGENTS.mdA

AGENTS.md from kyegomez/swarms is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add kyegomez/swarms/AGENTS.md@git:20261028.93f90e9

Pins git:20261028.93f90e9 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
kyegomez/swarms
Path
AGENTS.md
Versions recorded
3
Latest version
git:20261028.93f90e9, committed Oct 28, 2026
First version recorded
Oct 26, 2026
Size
2,474 bytes
Repository stars
7,335
License
Apache-2.0

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# AGENTS.md

Guidance for AI coding agents (Codex, Cursor, Copilot, Jules, Claude Code and others) working with **Swarms**, a multi-agent orchestration framework for Python.

## Quickstart

```bash
pip install -U swarms
export OPENAI_API_KEY="sk-..."   # or any provider key
```

```python
from swarms import Agent

agent = Agent(agent_name="Analyst", model_name="gpt-5.4", max_loops=1)
print(agent.run("Summarise the current state of LLM research."))
```

## Where to look

- **[`CLAUDE.md`](./CLAUDE.md)**: the full guide. `Agent` parameters, every multi-agent structure, tools, streaming, memory, MCP, and how to choose between them. Read it before writing Swarms code.
- **[`SKILL.md`](./SKILL.md)**: a condensed version packaged as an agent skill.
- **[`examples/`](./examples)**: hundreds of runnable examples. One is probably close to what you need.
- **Docs MCP server**: `https://docs.swarms.world/mcp`, no key. Search the current docs instead of relying on training data; names changed across v12 to v16.
- **Marketplace MCP server**: `https://swarms.world/mcp`. Listing tools needs no key; calling them needs a Swarms API key as `Authorization: Bearer <key>`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kyegomez/swarms/AGENTS.md@sha256:7d402f7bb763c51f

The line at the top of this page pins the label git:20261028.93f90e9, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7wqq2nakgjjaniqx.svg)](https://markdownregistry.com/a/art_7wqq2nakgjjaniqx)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Oct 26, 2026 and Oct 28, 2026, about one every day.

versioncommittedcommitsizeaudit
git:20261028.93f90e9 latest2026-10-28 93f90e9 2,474 BA view · diff
git:20261028.61a56eb2026-10-28 61a56eb 2,314 BA view · diff
git:20261026.b0bf36d2026-10-26 b0bf36d 2,149 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (2474 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

kyegomez/swarms · 7,335 stars · license Apache-2.0 · pushed 2026-10-31 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_7wqq2nakgjjaniqx
GET https://markdownregistry.com/api/v1/resolve?ref=kyegomez/swarms/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/7d402f7bb763c51fd71972a0f8ae2718dd685d1ca4cfba88d91518cce9649bda

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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commit-messages SKILL.md skill
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git:20261001.03c1706 · audit A · 7,335 stars
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