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Cover yourself up
Not for Heat
Even if it's not cold, you might cover up to avoid sunburn or insects. 
Cultural Sensitivity
In some cultures, covering up is a sign of modesty, especially for women. 
Casual Phrase
The phrase is informal and mostly used among friends or family. 