You don't have to shave them!
Blanch them for a couple of minutes, and then you can skin them with no difficulty. You could try to skin them without blanching them, but that'd make things terribly difficult.
(
wanky art student is liable to phwoar at any minute,
Wed 9 Jan 2008, 10:39,
archived)