Melanie Pierce standardized field naming within the cisagov/icsnpp-c1222 repository by unifying the nbrSession_supported field to nbr_session_supported across multiple files. She approached this task through careful code refactoring and Zeek scripting, ensuring alignment with established naming conventions to improve maintainability and downstream data processing. By focusing on cross-file consistency, Melanie reduced ambiguity in the data model and strengthened code quality for future development. Her work emphasized repository-level governance and collaboration, leveraging Git for version control and traceability. The depth of her contribution lies in disciplined adherence to technical standards, resulting in a more robust and maintainable codebase.