During November 2025, Sam Jones enhanced the umgc/2025_fall repository by updating the USER_GUIDE.md to include comprehensive sections on EVV and Invoice Assistant features. Using Markdown and technical writing skills, Sam consolidated documentation changes into a single pull request, streamlining the review process and ensuring consistency across new feature documentation. The updates improved the readability of the Invoice Assistant header, making it easier for users to understand and navigate. By aligning documentation with recent feature releases, Sam’s work supported faster onboarding and reduced support queries. The depth of the work focused on clarity, usability, and efficient documentation practices for end users.