I've always used a kids bag that I cut off at the zipper and sewed the end so it is shorter. My dogs loved them. Conveniently I had kids that outgrew the bags first...:)
I do have a fleece sweater I can use, but I almost lost a dog to hypothermia so it would have to be pretty warm for me to use it...
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