sneg55

SimSwarm — AI skill for Claude Code

AI community

Open-source, self-hostable swarm-intelligence simulations with LLM agents: reports, entity graphs, and prediction markets.

How to install SimSwarm

This entry records only its repository, not the path inside it, so there is no exact command to give. Open sneg55/SimSwarm and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What SimSwarm does

Open-source, self-hostable swarm-intelligence simulations with LLM agents: reports, entity graphs, and prediction markets.

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README

SimSwarm

[![License](https://img.shields.io/github/license/sneg55/SimSwarm)](LICENSE) [![Tests](https://github.com/sneg55/SimSwarm/actions/workflows/test.yml/badge.svg)](https://github.com/sneg55/SimSwarm/actions/workflows/test.yml) [![Stars](https://img.shields.io/github/stars/sneg55/SimSwarm)](https://github.com/sneg55/SimSwarm/stargazers) ![Python 3.11+](https://img.shields.io/badge/Python%203.11%2B-3776AB?logo=python&logoColor=fff) ![FastAPI](https://img.shields.io/badge/FastAPI-009688?logo=fastapi&logoColor=fff) ![Vue 3](https://img.shields.io/badge/Vue%203-4FC08D?logo=vuedotjs&logoColor=fff) ![Celery](https://img.shields.io/badge/Celery-37814A?logo=celery&logoColor=fff) ![Docker](https://img.shields.io/badge/Docker-2496ED?logo=docker&logoColor=fff)

Swarm intelligence simulations. Upload a document, set a prediction goal, and watch AI agents debate, trade, and publish across a simulated ecosystem. Get a deep analysis report, entity knowledge graph, prediction market data, and full chat replay.

SimSwarm is open source and self-hostable. A read-only public demo (a static snapshot) runs at [simswarm.xyz](https://simswarm.xyz). Self-host with `DEMO_MODE=true` to run your own instance in the same read-only mode.

**Live demo: [simswarm.xyz](https://simswarm.xyz) · Documentation: [docs.simswarm.xyz](https://docs.simswarm.xyz)**

Architecture

Frontend (Vue 3 + Vite + Tailwind)
        |
SaaS API (FastAPI)
        |
   +----------+-----------+-----------+
   |                      |           |
Temporal Worker     PostgreSQL    Redis
   |
   +-- sim_workflow (Temporal) — owns full sim lifecycle + GPU provisioning
   |        |
   |        +-- GPU Workers (RunPod spot) -- simswarm engine + vLLM (Qwen3-14B)
   |                 |
   |                 +-- artifacts → MinIO (chat_log, posts, trades, graph)
   |
   +-- generate_report_task (Celery task, Redis broker; enqueued by a Temporal activity) -- Claude Opus 4.6 (Anthropic Messages API)

| Layer | T