Li−S batteries still have various problems, including volume expansion, low S conductivity, and shuttling effect of polysulfides (LiPSs), requiring resolution. Herein, polyvinylidene fluoride (PVDF) is combined with carbon nanotubes (CNTs) and Fe 2 O 3 through a one-step phase-inversion process to form a highly flexible and conductive membrane as a functional Li−S battery interlayer. The CNT skeleton is tightly entangled and crosslinked by PVDF to form a hierarchically porous framework, which is suitable for fast Li + and electron transport and volumetric expansion of S and facilitated electrolyte diffusion. Additionally, the strongly negative F atoms can accelerate Li + transport, promoting the fast redox reaction between S species and Li + . Furthermore, the uniformly doped Fe 2 O 3 nanoparticles provide abundant active sites and broad reaction interfaces for highly efficient LiPS anchoring and catalytic conversion. Li−S batteries with the membrane as the interlayer exhibit an excellent cycle performance and reversible capacity of 631.2 mAh g −1 after 400 cycles at 1 C. Furthermore, in situ Raman spectroscopy shows that long-chain Li 2 S 8 decreases, indicating that the interlayer can alleviate the shuttle of soluble LiPSs. This proposed strategy advances the practical application of Li−S batteries due to the facile and scalable production of the flexible membrane.