You can remember the meaning of 神秘 with this easy mnemonic:
God (神) works in mysterious ways, but it's no secret (秘) that He has power over everyone and everything.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.