During December 2024, Buehler focused on maintaining and improving the GBCMS workflow within the mskcc-omics-workflows/modules repository. They enhanced the Nextflow script by removing outdated commented lines and consolidating them into a single descriptive comment, which improved readability and maintainability for future contributors. Buehler also introduced an unused test variable, laying groundwork for expanded validation and test coverage. Their workflow management efforts clarified the testing setup, making onboarding easier and future development more traceable. The work primarily involved Nextflow and workflow management practices, reflecting a targeted, incremental approach to internal testing and process cleanup rather than broad feature development.