If you have the priming compound I bet you could just re-use the brass for primers many times. Even when they run out I don't think making them would be the hard part.For primers I think he had a tool for punching out little cups from a sheet of aluminum and inserting the little bubbles from a roll of caps.
The simplest thing would probably be a matchlock type ignition.
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Robin