Truffles grow underground, and must therefore be thoroughly rinsed before consumption. Soak them in cold water for a few minutes to dissolve the hardest bits of soil, then clean them with a truffle brush, carefully removing all the residues between the wrinkles of the peridium without damaging the surface.
Truffles should never be peeled; just use them as they are.