They're metal "louvers" and not bricks and move super heated air back down below from the top of the fire.
And yes, was borrowed from the old Riteway Stove design from back in the 70's.
Here's what another member said of them "louvers"...
Post by rustyrelics - Vintage Riteway Model 37 Teardown Inspection