Nothing. While it is pretty stiff out of the box, the sandstone softens up perfectly. Any oil will overdo it.
If it gets dry (may take a year), Lexol brown conditioner.
JobSite Leather Waterproofer is my favorite choice for sealing moisture in (works like Vaseline, but not as heavy).