Question: do you just wear compression shorts?
Answer: For example the Nike pro combat compression shorts should probably not be worn alone. ... But if the shorts are designed to be worn alone, then it's perfectly okay. You just have to get the right kind. I have two pairs of puma and one pair of Nike half tights that I love wearing on moderately cold days.