I have a few low pile fleece tops that seem to do OK in the barn, but fleece gloves are a disaster, and I still prefer my old fashioned sweatshirts with a vest the most. Cotton shirt under the sweatshirt and I’m good to peel off layers as needed.
Cuddle duds were a great first layer through last winter’s polar vortex.