You are completely incorrect. The President can pardon before a prosecution even begins so long as the pardon is after the act itself[1]. He can also direct his Attorney General or US attorneys to drop a case because he is their boss and they serve at his pleasure.

[1] https://en.wikipedia.org/wiki/Ex_parte_Garland