You can remember the meaning of 承诺 with this easy mnemonic:
I can't bear (承) the responsibility of keeping a secret, please don't make me promise (诺) not to tell anyone.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.