Windows 7 Start Button Changer (W7SBC) is a stand-alone and portable application. Unzip it, run the application, and click on "Select & Change Start Button" to swap your icons.

As handy as the new Libraries functionality is, there's one glaring omission: we can't find an easy built-in way to change the Library icons. Here's a solution.