The consensus measures for Phenotypes and eXposures (PhenX) Toolkit is designed to provide a core set of well-established, low-burden, high-quality measures for use in large-scale genomic studies. In this report, we describe the rationale and development of the PhenX Toolkit and highlight collaborations and harmonization efforts.