Y'know, the president has very convenient authority for just this kind of thing. Something about drones and strikes? Would be a shame if when people tried to impeach the president he exercised his qualified immunity to convince them that it's a Bad Idea.
they can still be impeached and removed from office for basically any reason whatsoever. Maybe the won't goto jail but their presidency would be over.