# shcherbak-ai/contextgem - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 45.0 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: Python
- **GitHub Stars**: 1,995
- **Description**: ContextGem: Effortless LLM extraction from documents

## Contributor Metrics
- **Time to First Response**: ~182.3 hours
- **External PR Merge Rate**: 5000.0%
- **First-Timer Success Rate**: 10000.0%
- **Maintainers Active**: 1

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~182.3 hours). Check active issues before submitting large PRs.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/shcherbak-ai/contextgem)