Unplug it and rub the ball with a slightly damp, lint-free cloth. If you feel any dirt or particles in it then turn it upside down and rub the ball vigorously.
I find that the longer I wait to clean my Mighty Mouse, the less effective cleaning it really is. Clean your Mighty Mouse as soon as you notice scroll skipping.