There is a clear penetrating primer called Peel Stop ( not peel Bond- totally different product) that is made for chalky surfaces. Zinsser make it also.
I don't know if it is the same formulation.It may be.I would call a Gldden store and ask.Will the Glidden Gripper work that's sold at the box store? Looks like it might be a good option.