During March 2025, Darkj3ster focused on data management within the Magpie490/New-Era-New-World repository, delivering a targeted update to the California dataset for the Gabriel character. They addressed data inconsistencies by removing an outdated Gabriel entry and adding a new, accurate record, ensuring the dataset aligned with governance standards. The work involved careful text manipulation and version control, with all changes documented through two traceable Git commits. By prioritizing data accuracy and clear documentation, Darkj3ster laid the foundation for more reliable downstream analytics and reporting. Their approach demonstrated attention to detail in text-based data management and repository maintenance practices.