ABSTRACT Solid‐state lithium metal batteries (SS‐LMBs) are restrained currently by their ionic conductivity, interface stability, and lithium dendrite penetration. Here, a high‐voltage SS‐LMB is enabled by a tailored functional composite electrolyte, which achieves a synergistic enhancement effect of “free radical scavenging–ion transport regulating–interface stabilizing.” This electrolyte obtained by embedding fluoro (F) and phenol (Ar─OH) dual‐hybrid ZIF‐8 into a PVDF‐HFP matrix exhibits a high room temperature ionic conductivity of 6.7 × 10 −4 S cm −1 (E a = 0.19 eV) and an electrochemical stability window above 5 V. The Ar─OH groups can effectively scavenge superoxide radicals (O 2 − ·) to suppress side reactions in NCM811‐based batteries. Active sites from triazole‐Zn coordination can specifically adsorb TFSI − (adsorption energy −2.45 eV) to enhance the Li + transference number (0.68). The F groups can preferentially decompose to form an inorganic F/N‐enriched solid electrolyte interface (SEI) layer with 65.8% LiF and 68.5% Li 3 N content. The assembled NCM811‐based SS‐LMB achieved an initial capacity of 177 mAh g −1 under 4.6 V high voltage, with a capacity retention of 76% after 300 cycles (1C). These results jointly reveal that this synergistic effect Fluoro and Phenol Dual‐hybrid MOF, High‐Voltage, Solid Electrolyte, Triple Enhancement Effect of functional groups is a promising strategy for the development of high‐performance batteries.