In this special issue contribution. I provide a personal view on the role of bifurcation analysis of climate models in the development of a theory of climate system variability. The state of the art of the methodology is shortly outlined. and the main part of the paper deals with examples of what has been done and what has been learned. https://pipingrockers.shop/product-category/slippery-elm/