Add an "AI Context Repository" badge to the repository README indicating this repo contains context files, documentation, or resources designed for AI agent consumption.

Use this shields.io badge format:
```markdown
![AI Context Repository](https://img.shields.io/badge/AI_Context_Repository-FF6B6B?style=for-the-badge&logo=robot&logoColor=white)
```

Add it to the appropriate badges section in the README.