These theorem provers receive as input a high level computer program that describes how to generate the proof and output a low level sequence of logical steps.

These theorem provers receive as input a high level computer program that describes how to generate the proof and output a low level sequence of logical steps. I think looking at that high level input is going to be more helpful then trying to reconstruct it from the output.