This article points out that“words-up-moving”is in accompany with“Floating Governance”in villages，“school in city”is more likely an island floating over the lives of country and common people. In the pursuit of“Knowledge changes fate”，education becomes the agency to distribute scarce resources. A series of oppressive rules are derived from the island. How to break out of the island？The practices of“Beautiful Rural Education in China”reveal that good rural education is rooted in rural areas，with life as basis and integration in the countryside.