Epoxy resins are widely valued for their ease of processing and versatile applications, yet they often face a critical trade-off between extended processing windows and rapid curing kinetics. While conventional latent curing systems have partially mitigated this issue, they still struggle with excessive brittleness. To overcome these limitations, we develop an imidazole-based latent curing agent that is synergistically blocked using dynamic covalent bonds and metal coordination. Specifically, one end of the imidazole is functionalized with a polyurethane oligomer, while the other is coordinated with copper ions. This design ensures an extended pot life while preserving ultra-low viscosity, which is suitable for the liquid molding process of composite structures. Upon thermal activation, both blocking agents rapidly dissociate, facilitating efficient curing. The resulting epoxy network incorporates metal coordination bonds, hydrogen bonding, and microphase separation, which work together to significantly enhance toughness that much higher than existing systems without compromising strength. We further demonstrate its potential for high-performance carbon fiber reinforced composites by successfully fabricating a full-scale automotive engine hood, highlighting the effectiveness and scalability of our material processing strategy.