Contributing
============

We welcome contributions from the community!

Steps:

1. Fork the repository
2. Create a new branch: `git checkout -b feature-name`
3. Commit your changes with clear messages
4. Submit a pull request

Before submitting, ensure:

- Code is formatted (use `black` or `ruff` if used)
- Functionality is tested

To install dev dependencies:

.. code-block:: bash

   pip install -r requirements.txt