Square Eye is right on! I would certainly use TSP, because it will remove any chalky paint. It will also remove mold/mildew is mixed with bleach, but make sure the brand you use can be mixed with bleach (most can).
When spraying latex make sure you get a sprayer that supports a 621 tip size...