# shuxiachai/academic-commercialization-agent - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 57.7 / 100
- **Responsiveness Tier**: Tier A
- **Primary Language**: Python
- **GitHub Stars**: 773
- **Description**: Turn papers and research topics into source-linked commercialization assessment drafts. Python, FastAPI and CrewAI; auditable scoring, checkpoint recovery and durable request receipts.

## Contributor Metrics
- **Time to First Response**: ~0.0 hours
- **External PR Merge Rate**: 77.5%
- **First-Timer Success Rate**: 100.0%
- **Maintainers Active**: 1

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~0.0 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/shuxiachai/academic-commercialization-agent)