Chain and Beer
Seriously though, it is about the same process as debadging... just on a larger scale. Take a hairdryer to warm up the tape, then dental floss. (Don't use a heat gun... too risky if you're inexperienced with it.)
Once the spoiler is off, use goo gone to remove the excess.