Large rifle primers.
.303 bullets if they have them (which I think they don't, in which case I'll go on-line).
I could get all of this online, but I want to chat with the guy at the store. I like doing business with local guys when I can.
UPDATE 26 May 2012 17:57: Powder and primers, check. No scale, calipers, or bullets. Still, progress!