Build from scratch.
OUI installer has a nice feature, called response file.
If your environments are the same or similar, it will
magically install everything without hours of clicking in those screens.
What i would do is :
1. Pop a virtualization solution and install RHEL on it.
Make the network and disk layout as you want it.
2. Take a snapshot of that box.
3. Install the 12c database using clicking via GUI.
4. Save a response file
5. Check if everything is done exactly as you want it.
6. Rollback a snapshot, and reinstall from response file.
7. Examine if desired result is achieved and document it.
ORACLE-BASE - Oracle Universal Installer (OUI) Silent Installations
This will help you in a long run if you initially invest some time in it.
Hacking around with different repositories and rolling back stuff, will only cost you more time in the end.
Regards
Peasant.