The process whose specific outcome is the progression of an epicardial-derived cardiac fibroblast over time, from its formation to the mature state. A epicardial-derived cardiac fibroblast is a connective tissue cell of the heart that arises from the epicardium and secretes an extracellular matrix rich in collagen and other macromolecules.