During February 2025, Cloudrunner347 focused on enhancing documentation quality for the HeroFan71/Xquery_Pr-ctica repository, specifically targeting the AGP.MD documentation. They delivered a comprehensive overhaul by restructuring files, correcting asset links and image paths, and adding new examples to improve clarity and accessibility. Using Markdown and documentation management skills, Cloudrunner347 ensured consistent rendering across environments and streamlined onboarding for new contributors. The work included a refreshed README and accessibility improvements, reducing support requests related to documentation. All changes were managed through Git-based collaboration, reflecting a methodical approach to documentation tooling and maintenance over the course of thirteen focused commits.