Developed comprehensive documentation for the AutoDataBot feature set within the nikbearbrown/Humanitarians_AI repository, focusing on accelerating onboarding and external adoption. The work centered on creating a detailed README.txt in Markdown, outlining one-click data upload and analysis, exploratory data analysis and visualization, smart data cleaning, automated machine learning modeling, and an integrated AI assistant for data queries. Emphasizing clarity and maintainability, the documentation included installation instructions and highlighted core benefits, supporting both internal knowledge transfer and external collaboration. Leveraging skills in AI integration, project management, and technical writing, the contribution improved repository readiness and facilitated a smoother user experience.