Until the yolk gets hard... ;-) Just kidding, I just added some rocks to my set up as well and I was told to boil them for 10 minutes. They have been in there for about a week now and I havent had problems.
ive been a bit crazy over the years and just got rocks that i like from outside. rinsed them and droped them in no problems but my branches i always boil for a while.