During February 2026, Subairui enhanced the documentation for the antvis/G2 repository by integrating academic citations and references to the G2 framework paper. This work focused on improving the traceability and onboarding experience for users by providing authoritative context within the official documentation. Subairui applied skills in academic writing, technical writing, and documentation, utilizing Markdown to ensure clarity and consistency throughout the updates. The contribution addressed the need for better academic grounding in the project’s documentation, making it easier for users to understand the theoretical basis of the framework. The work demonstrated depth in documentation practices but did not involve bug fixes.