Abstract: The edge village, situated in the lower transition zone of urban fringe areas, serves as both the frontier of urban-rural integration and a high-value innovation hub. However, it grapples with the challenge of inadequate resilience. This study dissects the risk logic underlying spatial differentiation disorder under the ’coreedge’ effect, the dilemma of localized collective amnesia resulting from the ’nest-desembedding’ mechanism, and the heightened social sensitivity stemming from ’authority-dependency’ relationships within edge villages. By introducing community theory, we propose a targeted resilience-building pathway that transitions from bidirectional spatial coercion to bidirectional spatial linkage, from collective amnesia to collective memory in daily life, and from interest conflicts to win-win interest cooperation. Applying this theoretical framework to Xiushan County’s urban green belt in Chongqing City, we formulate strategies such as ’zoning and classification for coordinated forest agglomeration’’blue-green space planning for innovative and integrated living communities’ and ’internal growth with external linkages for cooperative and win-win interest communities’. Furthermore, we elaborate on concrete implementation methods for enhancing resilience, aiming to deepen theoretical understanding and practical pathways for resilience in edge villages.