During their work on the allenai/olmo-cookbook repository, Magnusson delivered a new feature that enables the Results Command to output full results in JSON format using the --format json option. This addition improves usability, especially for handling long model names and integrating with downstream systems. Magnusson approached the task with a focus on command-line interface design and robust documentation practices, updating the Markdown-based documentation to clearly reflect the new functionality. While the work was limited to a single feature over one month, it demonstrated careful attention to structured output, automation readiness, and clear commit hygiene, emphasizing maintainability and user clarity.