The topological diversity of covalent organic frameworks (COFs) enables considerable space for exploring their structure‐performance relationships. In this study, we report a sequence of novel 1D COFs (EO, ES, and ESe‐COF) with typical 4‐c sql topology that can be interconnected with VIA group elements (O, S, and Se) via a modular design strategy. It is found that the electronic structures, charge delivery property, light harvesting ability, and hydrophilicity of these 1D COFs can be profoundly influenced by the bridge‐linked atom ordinal. Finally, EO‐COF, possessing the highest quantity of active sites, the longest lifetime of the active electron, the strongest interaction with O2, and the lowest energy barrier of O2 reduction, exhibits exceptional photocatalytic O2‐to‐H2O2 activity under visible light, with a production rate of 2675 µmol g‐1 h‐1 and a high apparent quantum yield of 6.57% at 450 nm. This is the first systematic report on 1D COFs for H2O2 photosynthesis, which enriches the topological database in reticular chemistry and promotes the exploration of structure‐catalysis correlation.