Monolayer MoS2, an atomic direct bandgap 2D material with excellent mechanical properties, is considered one of the top candidates for next-generation electronics. However, the phototransistor based on MoS2 synthesized through chemical vapor deposition (CVD) has relatively weak optical emissivity and absorption, low field-effect mobility, and a narrow response spectral range These limitations hinder the widespread application of MoS2 in optoelectronic devices. Here, to improve the performance of CVD 2D electronic devices in large-scale applications, we designed a hybrid nano-system with laser shock-enhanced plasmon and strain coupling. Wrinkles of CVD monolayers of MoS2 sandwiched between two layers of Ag nanoparticles (NPs) are tensile strained to form gap-mode localized surface plasmon resonance (LSPR). The strain of the laser shock (LS) leads to the co-deformation of MoS2 and Ag NPs, achieving an extremely narrow gap LSPR (<1 nm). The residual inhomogeneous elastic strain, remaining after the shock, not only enhances the LSPR but also modulates the band structure of MoS2 favorably. In comparison to a phototransistor employing CVD-monolayer MoS2 on a flat substrate (1L-MoS2), the laser-shock phototransistor (LS_Ag-MoS2) is improved by nearly 50 times, the response range is extended to near-infrared, and the field effect mobility is increased by 30 times. In addition, the response time is reduced from 1.28 s to 20 ms, which is comparable to the current high-K dielectric multilayer MoS2 phototransistor. Our work presents an advanced and scalable fabrication method for future applications of ultra-thin and high-performance phototransistors utilizing CVD two-dimensional materials.