Almost any kind of grease will work. Moisturising cream, oil, butter, engine oil and so on. It'll soften the glue and whatever residue your chemical leaves behind can be wiped off with hand sanitizer or a drop of soap. The trick, as you mention, is to use way less than what you think you'll need to avoid mess.