CONTRIBUTING.md

# Contributing

Contributions are welcome through issues and pull requests.

## Development

```bash
python -m venv .venv
.venv\Scripts\activate
pip install -r requirements.txt
set THIRD_EYE_MOCK=true
pytest
python app.py
```

Keep cloud inference behind the existing Modal boundary. Do not add non-sponsor model APIs,
commit secrets, claim unmeasured on-device performance, or expose raw exception text in the UI.

## Contribution attribution

Codex assisted with repository scaffolding, implementation, test design, and documentation.
The human repository owner remains responsible for reviewing, deploying, and publishing changes.