kIieret/SWE-agent-SWE-agent

选用指南

AI 根据 README 整理 · 2026/11/6 02:16:53

目标用户

面向研究人员，由普林斯顿大学和斯坦福大学的研究者维护。

查看 README 依据

* ✅ **State of the art** on SWE-bench among open-source projects * ✅ **Free-flowing & generalizable**: Leaves maximal agency to the LM * ✅ **Configurable & fully documented**: Governed by a single `yaml` file * ✅ **Made for research**: Simple & hackable by design SWE-agent is built and maintained by researchers from Princeton University and Stanford University. ## 📣 News * July 24: [Mini-SWE-Agent](https://github.com/SWE-agent/mini-SWE-agent) achieves 65% on SWE-bench verified in 100 lines of python!

使用方式

可通过命令行使用，也支持在 GitHub Codespaces 中运行。

查看 README 依据

## 🚀 Get started! 👉 Try SWE-agent in your browser: [](https://codespaces.new/SWE-agent/SWE-agent) ([more information](https://swe-agent.com/latest/installation/codespaces/)) Read our [documentation][docs] to learn more: * [Installation](https://swe-agent.com/latest/installation/source/) * [Hello world from the command line](https://swe-agent.com/latest/usage/hello_world/) * [Benchmarking on SWE-bench](https://swe-agent.com/latest/usage/batch_mode/)

已知限制

当前开发重点已转向 mini-swe-agent，其性能与 SWE-agent 相当但更简单，推荐使用 mini-swe-agent。

查看 README 依据

<a href="https://arxiv.org/abs/2405.15793"><img src="https://img.shields.io/badge/arxiv-2405.15793-red?style=for-the-badge&logo=arxiv&logoColor=white&labelColor=black" alt="arxiv 2405.15793"></a> </p> <p align="center"> <a href="https://github.com/SWE-agent/mini-swe-agent/"> <img src="assets/warning.png" alt="mini-swe-agent.com" style="height: 7em" /> </a> </p> > [!warning] > Most of our current development effort is on [mini-swe-agent](https://github.com/SWE-agent/mini-swe-agent/), > which has superseded SWE-agent. It matches the performance performance of SWE-agent, while being

> much simpler. > See the [FAQ](https://mini-swe-agent.com/latest/faq/) for more details about the differences. > Our general recommendation is to use mini-SWE-agent instead of SWE-agent going forward. SWE-agent enables your language model of choice (e.g. GPT-4o or Claude Sonnet 4) to autonomously use tools to [fix issues in real GitHub repositories](https://swe-agent.com/latest/usage/hello_world), [find cybersecurity vulnerabilities](https://enigma-agent.com/), or [perform any custom task](https://swe-agent.com/latest/usage/coding_challenges).