Ying-Ge FigureYa developed a workflow automation feature for the ying-ge/FigureYa repository by introducing an artifact-based trigger mechanism. By adding the HiSeqV2.zip artifact to FigureYa129TCGAbox, Ying-Ge enabled automatic initiation of a specific workflow, reducing manual steps and enhancing reproducibility. The solution was delivered as a non-code change, encapsulated in a single, traceable commit, which minimized risk and simplified deployment. This approach leveraged skills in workflow automation and artifact management, with a focus on repository organization and CI/CD best practices. The work demonstrated a targeted, low-risk enhancement that improved operational efficiency without altering the existing codebase or introducing bugs.