CLAUDE.mdA
CLAUDE.md from kyegomez/swarms is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.
mdr add kyegomez/swarms/CLAUDE.md@git:20261014.4ca5fc2Pins git:20261014.4ca5fc2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- CLAUDE.md file
- Repository
- kyegomez/swarms
- Path
CLAUDE.md- Versions recorded
- 10
- Latest version
- git:20261014.4ca5fc2, committed Oct 14, 2026
- First version recorded
- Aug 20, 2026
- Size
- 37,382 bytes
- Repository stars
- 7,284
- 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
# CLAUDE.md — Swarms Framework Guide
This file teaches you how to build agents and multi-agent systems with the **Swarms** framework. Read it before writing any code in this repo.
---
## Installation & Setup
```bash
pip install swarms
```
Set your LLM API key as an environment variable before running:
```bash
export OPENAI_API_KEY="sk-..." # OpenAI / GPT models
export ANTHROPIC_API_KEY="sk-ant-..." # Claude models
export GROQ_API_KEY="..." # Groq
# Any provider supported by LiteLLM works
```
All imports come from the top-level `swarms` package:
```python
from swarms import (
Agent,
SequentialWorkflow,
ConcurrentWorkflow,
AgentRearrange,
GraphWorkflow,
SwarmRouter,
MixtureOfAgents,
HierarchicalSwarm,
GroupChat,
MajorityVoting,
# ...
)
```
---
## Project Layout
```
swarms/
├── swarms/
│ ├── structs/ # All agent + multi-agent structures (61 files)
│ │ ├── agent.py # Core Agent class
│ │ ├── conversation.py # Conversation / memory management
│ │ ├── sequential_workflow.py
│ │ ├── concurrent_workflow.py
│ │ ├── agent_rearrange.py
│ │ ├── graph_workflow.py
…Read the whole file at its exact version.
How to install
mdr add kyegomez/swarms/CLAUDE.md@sha256:c59bac76b6ec58d3The line at the top of this page pins the label git:20261014.4ca5fc2, 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.
[](https://markdownregistry.com/a/art_7p4foeu3wmcj43xi)
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Versions
The registry has recorded 10 versions of this file, between Aug 20, 2026 and Oct 14, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.4ca5fc2 latest | 2026-10-14 | 4ca5fc2 | 37,382 B | A | view · diff |
| git:20261012.07a82b9 | 2026-10-12 | 07a82b9 | 36,181 B | A | view · diff |
| git:20260930.1a722cc | 2026-09-30 | 1a722cc | 35,262 B | A | view · diff |
| git:20260913.9f51ebc | 2026-09-13 | 9f51ebc | 35,219 B | A | view · diff |
| git:20260910.186d9a7 | 2026-09-10 | 186d9a7 | 34,394 B | A | view · diff |
| git:20260827.c6134af | 2026-08-27 | c6134af | 33,425 B | A | view · diff |
| git:20260826.9fa537b | 2026-08-26 | 9fa537b | 33,482 B | A | view · diff |
| git:20260825.27a34b5 | 2026-08-25 | 27a34b5 | 33,573 B | A | view · diff |
| git:20260822.c91a8e3 | 2026-08-22 | c91a8e3 | 33,689 B | A | view · diff |
| git:20260820.54d3f42 | 2026-08-20 | 54d3f42 | 33,726 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (37382 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
kyegomez/swarms · 7,284 stars · license Apache-2.0 · pushed 2026-10-20 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_7p4foeu3wmcj43xi GET https://markdownregistry.com/api/v1/resolve?ref=kyegomez/swarms/CLAUDE.md GET https://markdownregistry.com/api/v1/blob/c59bac76b6ec58d32a2bed44215ec94007b4af94155544c722283cce88636d7a
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: what a CLAUDE.md file is · keeping AGENTS.md and CLAUDE.md in sync · which agent file does what.