Adriane Smith focused on improving project documentation for the scicloj/noj repository by delivering a targeted README cleanup. She removed outdated boilerplate text and streamlined the content to better reflect the current project scope, making the documentation more relevant for contributors. Using Markdown and applying clean code principles, Adriane clarified the README’s purpose, which helps new contributors onboard more quickly and reduces the need for ongoing documentation maintenance. Her work addressed the challenge of keeping documentation aligned with evolving project goals, resulting in a more maintainable and accessible resource for the team. The update did not involve bug fixes or feature code.