I haven't done it myself, but have been thinking about it for a long time. What you're proposing is called a "parti-gyle". There's a good little blurb on the wiki about it, and a calculator here.
Good luck with this adventure! I'm still trying to decide what I'm going to do. I'm thinking a BIG RIS from the first runnings then a black lager for the lighter beer.