considerable advantages are mainly associated with the cooperation of high theoretical capacity (3860 mAh g −1), low density (0.53 g cm −3), and the lowest reduction potential (−3.04 V vs standard hydrogen electrode) of Li anode and the non-flammability, absence of leakage and vaporization of inorganic solid-state electrolytes (SEs). [1b,2] Nevertheless, the unfavorable conductivity of SEs and the large interfacial resistance between Li anode and SEs make it difficult to realize practical application for SSMLBs. Latterly, the sulfide-type solid electrolytes (SSEs), such as Li 10 GeP 2 S 12 , [3] Li 7 P 3 S 11 , [4] and Li 6 PS 5 Cl [5] have attracted widespread concerns due to their outstanding ionic conductivity (>1.0 mS cm −1 at ambient temperature), which holds the promise for providing the potential application in SSLMBs. [6] Unfortunately, the poor compatibility between SSEs and Li anode has been proven theoretically [7] and experimentally, [8] leading to the increase of interfacial resistance and the formation of Li dendrite through the grain boundary or voids in SSEs. [9] In response to this, several strategies have been carried out in SSLMBs as below: i) The doping of element into SSEs can availably modulate their own surface energy to provide a better protection for Li metal, which is conductive to improving its electrochemical stability. [9b,10] ii) Li-M alloys The sulfide-type solid electrolyte (SSE) is considered a promising candidate for solid-state lithium metal batteries (SSLMBs) owing to its advantages of superior ionic conductivity. Nevertheless, the incompatibility of the sulfide and lithium metal can result in undesirable interface resistance and rapid Li dendrite growth, which seriously hinders its commercial applications. Herein, inspired by the moderation and long duration of sustained release drug carriers when combined with active pharmaceutical ingredients in the biomedical field, poly (propylene carbonate) (PPC) and lithium bis (trifluoromethanesulfonyl) imide (LiTFSI) gradually interact with a Li anode with constantly decreased Li/SSE interfacial resistance. In addition to intimate contact, the ultrastable LiF-enriched solid electrolyte interphase (SEI) is in situ formed via a sustained release effect, which suppresses the Li dendrite effectively. As a result, the symmetric cells demonstrate stable cycling performance for 1200 h at a current density of 0.1 mA cm −2 and 300 h at 0.5 mA cm −2. Moreover, LiFePO 4 / Li 6 PS 5 Cl /Li SSLMB delivers a high discharge capacity of over 132.8 mAh g −1 for 900 cycles at 1C with steady Coulombic efficiency. Therefore, this sustained release mechanism and its initially successful application in interfacial modification increase the potential for commercial applications of SSLMBs.