At the heart of Unity Linux is RPM5 and the Smart Package Manager.

We take this and combine it with the LiveCD project which allows developers to quickly “remaster” derivative distributions.  Unity Linux is based on Mandriva  and thus benefits from its package pool and large developer network.  

You may find Unity Linux to be a good base for your distribution.  Why not give it a try?
Unity Goals
  Unity Linux Project 2010