Worked on the samm393/mlebench-subversion repository to enhance project documentation, focusing on improving clarity and maintainability for new and existing users. The approach centered on updating the README file using Markdown, clarifying the purpose and structure of the sabotage_tasks_complex directory, and refining instructions for plotting results. Outdated visualization examples were removed to ensure guidance reflected current capabilities, reducing confusion and streamlining onboarding. All changes were tracked through clear, traceable commits, emphasizing a documentation-driven workflow. The work demonstrated attention to detail in technical writing and version control, contributing to a more accessible and sustainable codebase without introducing new features or bug fixes.