You can remember the meaning of 手下 with this easy mnemonic:
The magic trick relied on the subordinates to prepare and hand (手) over things to the magician from below (下) the stage.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.