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.

Agent Toolkit
Agent Toolkit · Community
介绍

SWE-agent is an AI agent system developed by Princeton NLP, with 15,000+ GitHub stars. It auto-clones repos, analyzes issues, navigates code, writes patches, and verifies fixes. Achieves a 12.5% solve rate on the SWE-bench real-world software engineering benchmark. Ideal for teams researching AI coding capabilities and experimenting with automated bug fixing.

Quick Use

pip install swe-agent
swe-agent run --model claude-sonnet-4-20250514 --issue https://github.com/user/repo/issues/123

Intro

SWE-agent is an AI agent system developed by Princeton NLP, with 15,000+ GitHub stars. It auto-clones repos, analyzes issues, navigates code, writes patches, and verifies fixes. Achieves a 12.5% solve rate on the SWE-bench real-world software engineering benchmark. Ideal for teams researching AI coding capabilities and experimenting with automated bug fixing.

Source & Thanks

Created by Princeton NLP. Licensed under MIT.

SWE-agent — ⭐ 15,000+

🙏

来源与感谢

Created by Princeton NLP. Licensed under MIT.

SWE-agent — ⭐ 15,000+

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