Thanks everyone for all the help!
I followed the instructions (open filter to de-pressurize, cut the power, remove the old one, put new o-rings, lube them, and put the new unit in).
Here are a couple pics of the 6-year old unit which was never cleaned. I'm going to keep the old one and practice...