The electrochemical reduction of nitrate (NO3-) offers a promising waste-to-value strategy for synthesizing ammonia (NH3), yet it involves a complex multi-interface system with several stages such as mass transport, species enrichment, and interfacial transformation. This complexity necessitates catalysts with diverse structural characteristics across multiple temporal and spatial scales. Herein, a three-in-one nanoreactor system is designed with 1D geometry, open mesochannels, and synergistic active sites for optimized NH3 synthesis. Guided by finite element simulations, a 1D mesoporous carbon carrier is engineered to create a distinctive microenvironment that enhances NO3- transfer and adsorption while confining reaction intermediates. Meanwhile, iron single atomic sites (Fe-N4 SAs) and iron nanoclusters (Fe4 NCs) are embedded in situ into the carbon carrier, yielding an efficient cascade nanoreactor. This design demonstrates large Faraday efficiencies, rapid NO3- removal rates, and impressive NH3 yield rates under both neutral and alkaline conditions. Detailed in situ experimental results and theoretical analysis reveal that Fe-N4 SAs and Fe4 NCs can adapt their electronic structures in tandem, allowing the Fe-N4 SAs to effectively reduce NO3- and Fe4 NCs to oxidize H2O. As a demonstration, the assembled Zn-NO3- battery achieves a power density of 20.12 mW cm-2 coupled with excellent rechargeability.