Most of my personal experience with successful long running (1+ year) games has been with mostly just sticking to the core rulebook in games like Vampire: The Requiem, Exalted, Classic Deadlands, Changeling: The Lost, Demon: The Fallen, Legend of the Five Rings 5e, Infinity, Dune 2d20, etc...