Thanks for the link. It is spot on. The only problem is that Maven and Ivy is not an options for me.
The idea with genericGradleStuffProject is to collect all the configuration that all the other projects always uses.
The build.gradle file in the ImUsing project then contains
apply from: "../genericGradleStuffProject/build.gradle".