Obama 's Chief of Staff , Rahm Emanuel , is said to be the basis of the Josh Lyman character , who became Santos ' Chief of Staff . Obama 's former Chief of Staff , Rahm Emanuel , is said to be the basis of the Josh Lyman character , who became Santos ' Chief of Staff .