Contributing to PersonaOCEAN

Thanks for your interest in improving the project!

Pull Requests

Create a new branch from main.
Make your changes.
Run the local validator before committing:
```
python validate_roles.py
```
Open a Pull Request.
- CI (Validate Roles) must pass.
- Keep history linear (squash or rebase).
A review from @iplaycomputer is required before merge.

Use the “Bug report” or “Feature request” template. Include context, expected behavior, and any error output.

Be respectful and constructive in all interactions.