Well, Grohl has had supergroups before which worked quite well - like one of my all time favorites, Them Crooked Vultures, with John Paul Jones and Josh Homme (from Kyuss and later Queens of the Stone Age, two other favorites of mine).
I'm hoping they'll put out a second record soon. Their first one was easily one my top albums this century.