Actually, Feynman warned against something very similar in `Surely You're Joking, ...'--cargo cult science. It had something to do with Pacific Islanders who'd try to make offerings to their gods to receive food and other supplies like they used to at one time. The gods never responded, of course, because those airdrops were only being made during WW2 because normal sea lanes were cut off (if I remember the story right).
So there is something to understanding the difference between the apparent cause of a thing and the real cause.
Still, I think you're missing the point in this particular case. Following in Feynman's footsteps wouldn't mean following one specific formula of `play' -> success, but more or keeping an open mind and letting the solution come to you. Which I think is the opposite of cargo cult science.