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.