# oxbshw/watch-skill - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 26.3 / 100
- **Responsiveness Tier**: Tier C
- **Primary Language**: Python
- **GitHub Stars**: 303
- **Description**: Video understanding and self-verification for AI agents. Turn videos, streams, and agent screen recordings into searchable, timestamped evidence—then use THE LOOP to inspect, fix, and verify the work. MCP, CLI, REST, local-first.

## Contributor Metrics
- **Time to First Response**: ~81.5 hours
- **External PR Merge Rate**: 2000.0%
- **First-Timer Success Rate**: 0.0%
- **Maintainers Active**: 1

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~81.5 hours). Check active issues before submitting large PRs.

---
Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/oxbshw/watch-skill)