Sorry, I’m half wrong and half right.
The problem is putting on two garments at the same time. That is kasha l’shikcha. Taking them off is not a problem.
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http://hebrewbooks.org/pdfpager.aspx?req=47700&st=&pgnum=131
He brings everything there.