Cards used for combat
The rules can be tricky to find stuff in, but it's there:  page 11, under the heading Determine Which Die You're Using, second paragraph:  


  [Y]ou may play only 1 card or use only 1 power that changes the skill you are going to use.  


So yes, you're playing correctly.