John F. Kennedy Park is worth a pic or two when discovering Miraflores. Hotels.com travelers also say the area is artsy and has lots of nice beaches. It's also full of great shops and restaurants, so you can spend the afternoon having a wander.
You can do some window-shopping at Calle José Gálvez during your trip to Lima. Visit the area's shops or amble around its seaside.