Li||CFx batteries exhibit severe low-temperature degradation owing to insulating CFx electrodes and sluggish Li+ kinetics. The authors propose a dual-modification strategy combining carbon-coated porous CFx cathodes with an electrolyte-derived interphase, which accelerates Li+ transport and boosts performance at low temperatures.