You can remember the meaning of 皮肤 with this easy mnemonic:
My cat is so fat, her skin (皮) droops down from her stomach and her layers of skin (肤) spreads out when she sits.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.