The Shade is a hooded darkness with two cold points of light for eyes. It keeps to the gaps your lanterns miss, so a town that looks well-defended can still have a Shade slipping along its unlit edges.
The cure is coverage. Walk your streets in your mind at dusk and find the dark stretches - that is where a Shade will be.