Supercapacitor is regarded as an alternative energy storage device of battery due to its fast charging speed, splendid cycle stability, and high power density, but its energy density needs to be further improved. [5,6] The hybrid supercapacitor (HSC) composed of battery-type electrode and capacitor-type electrode has the virtues of both supercapacitor and battery, which gives it a broad application prospect. [7] Recently, the lithium-ion and sodium-ion HSCs with expanded operating voltage and enhanced energy density have attracted extensive research interest. [8] However, the lithium-ion and sodiumion HSCs with superior energy density and power density also have the following defects which hinder their practical application. On the one hand, the organic electrolytes in majority of lithium-ion and sodium-ion HSCs are flammable, and the metals lithium and sodium are extremely reactive, which brings serious safety hazards. [9,10] On the other hand, the capacity of minority aqueous electrolyte-based lithium-ion and sodium-ion HSCs are still