We only have one part which work from single cell Li batteries and it is an integrated FET device which is not capable of 8A. LM3410. We have some DLP/projector parts which made for this kind of performance (LM3433/34), but they need negative rail.
Also with the super cap…not sure that would help, their ESR can be very high.