As a verb, "skin" is one of those
words in the
English language that is
paradoxically its own
antonym.
For example, you can skin a
cat (remove the skin), or you can skin a
drum (add the skin).
See Words That Are Their Own Antonyms.
This information shamelessly ripped-off from Car Talk