简介
SWE-agent 是 Princeton NLP 开发的 AI Agent 系统，GitHub 15,000+ stars。自动克隆仓库、分析 issue、导航代码、编写补丁并验证修复。在 SWE-bench 真实软件工程任务基准上达到 12.5% 的解决率。适合研究 AI 编码能力和尝试自动化 bug 修复的团队。
Scripts2026年4月6日·1 分钟阅读
SWE-agent — Automated Bug Fixing with AI Agents
AI agent system from Princeton NLP that autonomously fixes GitHub issues. Navigates codebases, writes patches, and submits pull requests. Resolves 12% of real-world SWE-bench tasks. 15,000+ stars.
AG
Agent Toolkit · Community
快速使用
先拿来用，再决定要不要深挖
这里应该同时让用户和 Agent 知道第一步该复制什么、安装什么、落到哪里。
pip install swe-agent
swe-agent run --model claude-sonnet-4-20250514 --issue https://github.com/user/repo/issues/123🙏
来源与感谢
Created by Princeton NLP. Licensed under MIT.
SWE-agent — ⭐ 15,000+
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