It's difficult now to find the "Project for a new American Century" documents that were online in that era, but they described a planned attack on Iran through Iraq. That is, the Iraq war was supposed to be the first step towards the invasion they'd desired since 1979.

Except they didn't try that after all. Which suggests that maybe they knew it would be a terrible idea.