I worked with a dermatologist for a couple of years, so I got to see lots of dry, cracked fingers and feet.
His remedy: dampen hands (plain water) at bedtime, coat with a THICK layer of vaseline, put on plain cotton gloves, and then latex/nitrile gloves over the top, and sleep like that...