Skim the piece. Don't take any notes this time -- just take in the bare minimum to wrap your mind around the basic plot of the book or article. You'll be able to concentrate on the smaller things later.
Think of the focus while you're reading. Get down the most basic of questions: Who? What? When? Where? Why? How? This bare bones thinking can help you to effectively and quickly write a pertinent summary.[1]