You can remember the meaning of 清理 with this easy mnemonic:
I don't have to give you a clear (清) reason (理) why I want you to clear up this area.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.