Amedeo Ceruti enhanced the CityEnergyAnalyst repository by updating its README to include a DOI for the published paper, along with comprehensive author and citation details. He focused on improving metadata quality and documentation to support accurate attribution and reproducibility of the research dataset. Using Markdown and Git, Amedeo curated authoritative citation metadata, ensuring downstream users can easily locate and properly cite the dataset. His work centered on documentation best practices and metadata curation rather than code changes, resulting in improved discoverability and publication alignment. The depth of his contribution lies in strengthening the project’s documentation and supporting research transparency.