Skip to content

docs(readme): surface OpenRouter, SWE-bench results, and repo knowledge in the hero #64

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
unohee merged 1 commit into from
Jun 10, 2026
+5 −2
Merged

docs(readme): surface OpenRouter, SWE-bench results, and repo knowledge in the hero #64

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
7 changes: 5 additions & 2 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3,15 +3,18 @@
[![npm version](https://img.shields.io/npm/v/@intrect/openswarm.svg)](https://www.npmjs.com/package/@intrect/openswarm)
[![npm downloads](https://img.shields.io/npm/dm/@intrect/openswarm.svg)](https://www.npmjs.com/package/@intrect/openswarm)
[![license](https://img.shields.io/npm/l/@intrect/openswarm.svg)](LICENSE)
[![SWE-bench Lite](https://img.shields.io/badge/SWE--bench_Lite-hybrid_3%2F3_resolved-2ea44f)](benchmarks/RUBRIC.md)
[![GitHub Discussions](https://img.shields.io/github/discussions/unohee/OpenSwarm?logo=github&label=discussions)](https://github.com/unohee/OpenSwarm/discussions)

> Autonomous AI agent orchestrator — Claude, GPT, Codex, and local models (Ollama/LMStudio/llama.cpp)
> Autonomous AI agent orchestrator — Claude, GPT, Codex, **OpenRouter (any model)**, and local models (Ollama/LMStudio/llama.cpp)

> 💬 **Help shape OpenSwarm.** Share feature ideas, vote on the roadmap, and ask questions in [**GitHub Discussions**](https://github.com/unohee/OpenSwarm/discussions). The roadmap is built in the open — your feedback decides what ships next.

---

OpenSwarm orchestrates multiple AI agents as autonomous code workers. It picks up Linear issues, runs Worker/Reviewer pair pipelines, reports to Discord, and retains long-term memory via LanceDB. Supports Claude Code, OpenAI GPT, Codex, and **local open-source models** via Ollama, LMStudio, or llama.cpp.
OpenSwarm orchestrates multiple AI agents as autonomous code workers. It picks up Linear issues, runs Worker/Reviewer pair pipelines, reports to Discord, and retains long-term memory via LanceDB. Workers run on Claude Code, OpenAI GPT, Codex, **any OpenRouter model**, or **local open-source models** (Ollama, LMStudio, llama.cpp) — with cost-aware routing measured on an L0–L6 benchmark ladder.

**Verified on real GitHub issues**: the agentic harness solves SWE-bench Lite instances graded by the official harness. Hybrid mode — a frontier model diagnoses read-only, a lightweight model implements with a verification loop — resolved **3/3 attempted instances** that every single lightweight model had failed, at a fraction of frontier-only cost. Workers also **learn each repository over time**: task outcomes are stored as per-repo knowledge and recalled into future prompts. ([benchmark rubric & results](benchmarks/RUBRIC.md))

## Quick Start

Expand Down
Loading