fossil fuels, which account for 70% of the greenhouse gases in the atmosphere and have a profound impact on the global warming issue. Carbon neutrality is critical to address the climate crisis, which requires immediate actions from the global community. China has also set the development goal of reaching the carbon emission peak in 2030 and carbon neutrality in 2060. In recent years, there has been increasing attention and efforts in the technology advances for zero or even negative emissions to accelerate the developments toward carbon neutrality. In particular, carbon capture, utilization, and storage (CCUS) technology are one of the important methods to effectively reduce carbon emissions. As a potential carbon resource compound, carbon dioxide (CO 2 ) can be converted into high-value-added chemicals, carbon-based fuels, and other small molecules with broad applications in industries, which supplies practical solutions for the greenhouse effect. Especially, electrochemical CO 2 reduction reaction (CO 2 RR) represents one of the most promising approaches to capturing and utilizing CO 2 from the atmosphere. [1][2][3] Depending on the electrocatalysts, CO 2 RR can be accomplished via different pathways that involve varied electrons and products from the C 1 products (e.g., CO, HCOOH, and CH 4 ) to valuable C 2 products (e.g., C 2 H 4 , CH 3 CH 2 OH, CH 3 CHO, CH 3 COOH, etc.) for broad applications. [4][5][6][7] Compared to widely reported C 1 products, the generation of complicated C 2 products is still highly challenging with several key bottlenecks to be overcome including large overpotential and low selectivity and faradaic efficiency (FE) of target products, which are attributed to the complicated reaction mechanism with multi-electron transfer processes. [8] Currently, many different electrocatalysts have been reported for CO 2 RR including noble metals and alloys (e.g., Pd, Ag, Au, and Cu), oxides (e.g., Cu x O, SnO 2 , etc.), as well as composite electrocatalysts. [3,[9][10][11][12] However, the generation of valuable multi-carbon products (C 2 and C 2+ products) still mostly depends on the Cu-based electrocatalysts. [3,[13][14][15][16] Recently, the fast developments of atomic catalysts (ACs) have been widely reported in many different energy and Developing efficient and stable atomic catalysts (ACs) to achieve high faradaic efficiency and selectivity of C 2 products is a significant challenge for research on the CO 2 reduction reaction (CO 2 RR). Although significant efforts have been devoted to this endeavor, the understanding of C 2 pathways and the influences of metal selection and active sites on the CO 2 RR still remain unclear. Herein, this work presents a comprehensive theoretical exploration of full C 2 reaction pathway mapping based on graphdiyne (GDY)-supported ACs with considerations of different metals and active sites for the first time. This work demonstrates the integrated large-small cycle mechanism to explain the challenges for C 2 product generation, where the double-dependence correl...