SOS pads (NOT BRILLO) for cleaning pots and pans have a very fine metal polish in them but no abrasive media that would scratch your chrome. Get them wet and use them just like 0000 steel wool. When your done just wash off the pasty mess with water and your chrome will shine like
new!
Thanks for the other great tips!