Metallic lithium (Li) is the ultimate anode candidate for high-energy-density rechargeable batteries. However, its practical application is hindered by serious problems, including uncontrolled dendritic Li growth and undesired side reactions. In this study a concept of "salt-in-metal" is proposed, and a Li/LiNO 3 composite foil is constructed such that a classic electrolyte additive, LiNO 3 , is embedded successfully into the bulk structure of metallic Li by a facile mechanical kneading approach. The LiNO 3 reacts with metallic Li to generate Li + conductive species (e.g., Li 3 N and LiN x O y ) over the entire electrode. These derivatives afford a stable solid electrolyte interphase (SEI) and effectively regulate the uniformity of the nucleation/growth of Li on initial plating, featuring a low nucleation energy barrier and large crystalline size without mossy morphology. Importantly, these derivatives combined with LiNO 3 can in-situ repair the damaged SEI from the large volume change during Li plating/stripping, enabling a stable electrode-electrolyte interface and suppressing side reactions between metallic Li and electrolyte. Stable cycling with a high capacity retention of 93.1% after 100 cycles is obtained for full cells consisting of high-loading LiCoO 2 cathode (≈20 mg cm −2 ) and composite metallic Li anode with 25 wt% LiNO 3 under a lean electrolyte condition (≈12 µL) at 0.5 C.