Traditional architecture, especially traditional residential architecture, is disappearing at an alarming rate, along with sophisticated climate-resilient technologies. In the era of energy shortage and increasingly prominent environmental problems, traditional low-technology, low-energy climate adaptation technology can inspire modern design and reduce the dependence of modern buildings on energy. Based on this, this paper studies the climate adaptability of residential buildings in Wenzhou, and tries to find out the combination of climate and architecture, so as to achieve the design goal of zero energy consumption and high comfort of indoor space.