Sans soap an a proper shower, I prefer a dip in some fresh water to wash the majority of the stink off.
Now (vulgarity warning) for the balls, for the arm pits, you need some alcohol, baby wipes, hand sanitizer, or something. Plain old water ain't going to do it for a cyclist.