Over a two-month period, contributed to the Jellyfin and astral-sh/ruff repositories with a focus on documentation quality and platform clarity. Updated the Jellyfin README to clarify the transition from .NET Core to .NET, improving onboarding and reducing ambiguity for contributors by leveraging .NET and Markdown skills. Ensured documentation-driven changes maintained codebase stability without introducing regressions. In astral-sh/ruff, addressed a documentation bug by correcting the testimonial attribution URL in the README, enhancing accuracy and context for users. Demonstrated attention to detail and a methodical approach to software development, emphasizing clear communication and traceable improvements in collaborative open source environments.