"DBCLS BioHackathon 2025 report: Creation and Publication Analytical Workflow of Creators' Interests" https://doi.org/10.37044/osf.io/qd5sz_v1
"At the DBCLS BioHackathon 2025, we converted metatranscriptomic analytical shell scripts into Common Workflow Language (CWL) containerized with Docker. Sub-workflows were created for metagenomic assembly, read mapping, and gene annotation, and validated with test datasets. The workflows, released on GitHub and WorkflowHub, improve reproducibility and address issues of reusability and software environment dependency." https://index.biohackrxiv.org//2025/09/30/qd5sz.html