That sounds like a good idea. You may want to chop up the pieces so the decompose a little faster depending on the activity in your compost pile.
Also depending on where you live in Albuquerque check your local garden center. I would recommend Osuna Nursery, Alameda Greenhouse and Rehm's. They are all very nice and knowledable people!