The same whipped up soap you use for shaving.
Tried it once, but didn't found any difference with my normal routine.
I always add a drop of everyday dishwashing soap to the water I use to moisten my hones. Plain water tries to escape from my DMT-E, and I don't bother with changing the contents of my spray bottle when I jump to the coticule.