Rural Revitalization Strategy is not only the key to solve the main social contradictions in the new era, but also the general grasp to solve the "three rural" problems. It is also the historical inheritance and the latest embodiment of the party's rural policy. The implementation of Rural Revitalization Strategy faces some difficulties, mainly in the low quality of agricultural products supply, the difficulty of farmers' continuous income increase, the insufficient supply of rural public goods and the weak ability of rural governance. To implement the Rural Revitalization Strategy, we should further promote the structural reform of the agricultural supply side, so as to make agriculture shift from increasing production to improving quality, further tap the potential of increasing farmers' income, focus on improving farmers' property income and wage income, increase the supply of rural public goods, and improve the rural governance system.