During December 2024, Carlton focused on enhancing the documentation for the python/mypy repository, specifically targeting the plugin CI setup guides. He improved the clarity and grammatical accuracy of the reStructuredText (rst) documentation, aiming to streamline the onboarding process for developers extending Mypy. Carlton’s work addressed ambiguities and corrected typographical errors, reducing the risk of misinterpretation for new contributors. By concentrating on documentation quality, he contributed to a more accessible and efficient development workflow. The depth of his contribution lay in targeted, detail-oriented revisions rather than broad feature development, demonstrating a strong command of technical writing and documentation practices.