A man in a room with a light switch isn't very useful.

Peter de Blanc wrote a post that seems relevant: What Makes a Hint Good?

Nick Hay, Marcello and I discussed this question a while ago: if you had a halting oracle, how could you use it to help you prove a theorem, such as the Riemann Hypothesis? Let’s say you are only allowed to ask one question; you get one bit of information.