During August 2025, Swift Home focused on improving documentation clarity for the paperless-ngx/paperless-ngx repository, specifically addressing OCR troubleshooting guidance. Swift identified and corrected a misleading typo in the troubleshooting guide, replacing “marching” with “matching” to accurately describe language file requirements. This change, managed through Git-based version control and clear commit messaging, enhanced the precision of user instructions and reduced potential confusion for users resolving OCR issues. Working primarily with Markdown and leveraging documentation best practices, Swift’s contribution, though limited in scope, demonstrated attention to detail and a commitment to maintaining high-quality, user-friendly technical documentation within the project.