During July 2025, Claymix focused on enhancing the onboarding and installation experience for the cqfn/aibolit repository by delivering targeted documentation improvements. They consolidated and clarified the README, introducing detailed setup instructions and explicit guidance for LaTeX and latexmk integration, while referencing relevant CTAN resources. Using Markdown, Claymix systematically improved formatting consistency, addressed line length and spacing issues, and updated package compatibility requirements to reduce installation errors. Their work emphasized documentation hygiene and maintainability, ensuring that new contributors can onboard more smoothly. The depth of these changes established a reliable foundation for future development, with a clear focus on documentation quality.