China is the largest country of pork production and consumption, but swine feces produced by pig farming is the main source of agricultural non-point source pollution. There are numerous bottleneck points in the process of swine feces resourceful utilization, including disconnection between crop growing and livestock breeding, inadequate safe use technologies, lacking of economic drivers, and poor sustainable run mechanism support. Establishing the synergistic treatment model of ‘concentrated animal feces disposal + scattered resourceful utilization’, through systematic optimization of livestock farming spatial distribution, enhanced innovation in manure treatment technologies, establishment of comprehensive manure utilization standards, rigorous enforcement of environmental regulations, and development of synergistic policy-market coordination mechanisms, the livestock and poultry industry can transition toward environmentally sustainable development. This integrated approach facilitates the transformation of agricultural waste into valuable resources while mitigating environmental pollution risks, ultimately fostering a circular economy paradigm within the animal husbandry sector. Clear definition of rights and liabilities of governmental agency, farming entity and third-part company, forming a sound cycle mechanism of ‘policy guiding - market driving – key players participating’, and formulating of systematic and regional livestock feces resourceful utilization systems through scientific layout, sound and complete criteria and standards, multiple incentives and market operation, they are the important ways to solve effectively the problem of livestock farming pollution.