In the process of global clean energy transition, the stability of solar cells directly determines the long-term benefits of photovoltaic power generation systems. This is especially true for perovskite solar cells: although they have significant efficiency advantages, issues such as insufficient photothermal stability and short lifespan have long restricted their industrialization. In recent year