I'd add some Amquel or Prime ASAP and watch the ammonia level for a while. Stopping all the feeding for a day would be a good idea, too, IMO.
It's possible that something large in the live rock might have died, or that the test kit has failed. If it doesn't read zero on the RO/DI water, I'd suspect the kit.