Usually just a knit cap, wool glove liners, 1pr wool socks, 1 change of underwear. Come winter I throw in a fleece jacket too.
Otherwise, I plan on grabbing stuff on the way out. I have to get my BOB from the basement, and from the stairs to the front door I have to pass my hall closet. A quick stop to grab my down jacket, hat and gloves and I'll be out the door in another 20 seconds.
Mainly though, my bag is so stuffed with other stuff I can't fit clothes in
