As of 2016, most NIH and AHRQ research grant applications are required to comply with the NIH Policy on Rigor and Reproducibility. In addition to federal funders, many publishers are also now requiring “Reproducibility Guidelines”. In this workshop we will provide a brief overview of best practices in reproducibility including creating unique identifiers, file naming, and general guidelines put forth by medical and science academic publishers. We will also show some of the tools available to help you meet these new guidelines