codefair is your personal assistant when it comes to making your research software reusable and especially complying with the Findable, Accessible, Interoperable, Reusable (FAIR) Principles for Research Software. Whether you are developing artificial intelligence (AI)/machine learning (ML) models with Python, data visualization tools with Jupyter notebook, or data analysis code with R, codefair is here to assist you.

By communicating with you through GitHub issues and submitting pull requests, codefair will make sure that your software follows best coding practices, provides metadata in standard format, includes a license file, is archived on Zenodo, and much more. All you need to do is:

1. Install codefair-app on the GitHub organizations or repositories of your choice
2. After installation code as usual
3. Follow codefair-app's instructions when it opens an issue or submit a pull request

With codefair by your side, you're not just developing software but you're advocating for better software practices. Learn more about codefair and associated feature at codefair.io.