# SWE-agent — Autonomous GitHub Issue Solver

> SWE-agent lets LLMs autonomously fix GitHub issues and find security vulnerabilities. 18.9K+ stars. State-of-the-art on SWE-bench. MIT.

## Install

Save the content below to `.claude/skills/` or append to your `CLAUDE.md`:

## Quick Use

```bash
# Install
pip install sweagent

# Fix a GitHub issue
sweagent run --agent.model.name=claude-sonnet-4-20250514 \
  --problem_statement.github_url=https://github.com/owner/repo/issues/123

# Or run on SWE-bench
sweagent run --problem_statement.swe_bench_id=django__django-11905
```

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## Intro

SWE-agent enables language models like GPT-4o or Claude Sonnet to autonomously fix GitHub issues, identify cybersecurity vulnerabilities, or tackle custom coding challenges. With 18,900+ GitHub stars and MIT license from Princeton and Stanford, it achieves state-of-the-art performance on SWE-bench among open-source tools. Features flexible agent design, single YAML configuration, and a research-friendly hackable codebase.

**Best for**: Teams wanting AI to automatically resolve GitHub issues and bugs
**Works with**: Claude Code, OpenAI Codex, Cursor, Gemini CLI, Windsurf

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## Key Features

- Autonomous GitHub issue resolution
- State-of-the-art on SWE-bench
- Claude, GPT-4o, and other LLM support
- Single YAML configuration
- Cybersecurity mode (EnIGMA)
- Research-friendly, hackable codebase

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### FAQ

**Q: What is SWE-agent?**
A: Autonomous coding agent with 18.9K+ stars that fixes GitHub issues using LLMs. State-of-the-art on SWE-bench. Princeton/Stanford. MIT.

**Q: How do I install SWE-agent?**
A: pip install sweagent. Then sweagent run --problem_statement.github_url=<issue-url>.

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## Source & Thanks

> [SWE-agent/SWE-agent](https://github.com/SWE-agent/SWE-agent) — 18,900+ GitHub stars

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Source: https://tokrepo.com/en/workflows/c6ec5ec5-e7c5-4bce-9905-60bb61860407
Author: Skill Factory