Wear a white round neck sweater, the kind of slim fit, which can be furry. Or a thin and warm sweater. Don't wear a bat shirt, the upper body will look too loose.
You can wear woolen shorts or short skirts with cotton leggings and Mao Mao boots, which can be snow boots or medium heels.