Decreasing Arduino pro micro power consumption
Bringing Down power consumption by taking the LED out and lowering the
  clock ?


Yes, you can do that! And you are okay with Arduino unless you want to complicate things more...If you want to check out other methods then you can check out the Microcontrollers Schematics and also the datasheets of their Components...