Contributed to the OSGeo/grass-addons repository by enhancing the v.transects module to improve geospatial data fidelity for land-management workflows. The work focused on persisting input line categories into a secondary output layer, enabling more detailed and precise transect reporting. This feature was implemented through updates to both the Python scripting logic and the associated HTML documentation, ensuring users could understand and leverage the new functionality. The approach emphasized clear commit history and collaborative pull request practices. Skills applied included data processing, geospatial analysis, and scripting, with development primarily in Python and HTML. No bug fixes were reported during this period.