# alibaba/atrex-kernel-agent - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 64.1 / 100
- **Responsiveness Tier**: Tier A
- **Primary Language**: Python
- **GitHub Stars**: 169
- **Description**: An end-to-end agent project for GPU kernel implementation, analysis, profiling, and iterative optimization. It helps an agent turn PyTorch logic or an existing kernel into a high-performance GPU kernel through a structured, profile-driven workflow.

## Contributor Metrics
- **Time to First Response**: ~0.6 hours
- **External PR Merge Rate**: 76.1%
- **First-Timer Success Rate**: 75.0%
- **Maintainers Active**: 5

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~0.6 hours with a high PR merge rate.

---
Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/alibaba/atrex-kernel-agent)