There's a lot of stuff I couldn't get by without - ski helmet and goggles, Lake boots, wool socks, etc., but the item that took me the longest to discover was the pair of choppers from Fleet Farm. Even the lobster claws could only keep my hands warm down to a certain point. When it is under 10 degrees, the choppers really get the job done.
Something like
this.