During February 2025, Rountree focused on enhancing onboarding and documentation for the LLNL/benchpark repository. He authored the "For the Impatient Quick Start Guide," a concise resource written in reStructuredText (RST) that outlines setup, build, run, and analysis steps for new users. By clarifying common workflows and providing essential commands, Rountree’s documentation work aimed to reduce time-to-first-run and improve experiment reproducibility. His technical approach centered on clear, user-focused communication and workflow transparency, leveraging his skills in documentation and RST. The work laid a foundation for future feature development, though the scope was limited to documentation rather than code or bug fixes.