You can take the bracelet off. Let it sit in a tupperware container with baby oil overnight... Then wipe it down/clean off the exterior the next day.
If you have oily skin or think that will attract dirt too much, you can buy powdered graphite and lube the clasp with that, then use an eraser or something to clean off the bracelet.