Shilpa Thotli developed comprehensive user-facing documentation for the TLC Image Annotation Tool within the ComPlat/chemotion_saurus repository, focusing on accelerating user adoption and streamlining onboarding. She applied her expertise in technical writing and documentation, using Markdown to create detailed guides that explain the tool’s purpose, features, and workflows, including annotating TLC plates, calculating Rf values, and exporting results. By standardizing documentation practices and aligning content with ongoing code changes, Shilpa improved maintainability and prepared the repository for future team handoffs. Her work addressed user support needs and reduced potential support tickets, though no critical bugs were reported or fixed this month.