Body oil isn't only for winter, it's kind of a year-round thing. In the winter I will rub body oil into my skin right after a shower when my skin is still damp and layer a cream or lotion on top. In the spring and summer I just use the oil. Here are a few to try:
LaLicious Coconut Cream Body Oil.
Neutrogena Body Oil.