Caps leak a lot. Take it into account. I would probably use something like a very simple buck boost dc to dc converter to constantly charge a battery to provide

Caps leak a lot. Take it into account. I would probably use something like a very simple buck boost dc to dc converter to constantly charge a battery to provide buffer that will be enough to accommodate spikes.