I always have some simple things: a bottle of drinking water, a blanket, a flashlight, and matches.
I also have a sharp knife, a minimal set of tools (hammer, screwdrivers, pliers, etc.), a first aid kit, a fire extinguisher, wires to start the engine, a tow rope, a bottle of windshield wiper...