You can remember the meaning of 能力 with this easy mnemonic:
Superwoman wanted to hide her ability and live normally. She had super strength and was capable (能) of generating unlimited power (力).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.