Fragmenstein is first and foremost a tool that strictly obeys the parent hits both as a generative model and as a docking alternative. This provides a way for a human user to drive their computational experiment to meet their hypothesis by controlling and appraising the prediction: in the end, the decision of which compounds to purchase is very rarely left to a blind algorithm and instead is put in the hands of an experienced chemist.