A generic CFT compactified on a circle can be described by a classical effective action for background fields called Thermal Effective Field Theory (EFT). We describe how Thermal EFT controls asymptotics of myriad CFT data, including the density of states, high energy OPE coefficients, and "spin-refined" versions of these observables.