China’s urban development is transitioning from mere expansion to the enhancement of existing urban areas. To effectively address issues such as underutilized fringe spaces, scarcity of green spaces and parks, subpar landscape quality, inadequate service provision, and a deficiency in sustainable vitality, micro-regeneration has emerged as a significant strategy to elevate the quality and vitality of built-up areas. Drawing on scene theory and the concept of organic renewal, this study developed and refined a technological framework for the creation of “Revitalized Urban Fringe Spaces” park scenes, encompassing stages such as “status quo identification and assessment - demand perception and fitting - spatial and landscape enhancement - activity and business intervention”. Utilizing the Yulin District in Chengdu as a case study, the study analyzed the path for creating “Revitalized Urban Fringe Spaces” park scenes from the perspectives of the symbiotic relationship between ecology and commerce within streets and alleys, the liminal transformation of corner spaces, and the cellular unit effect of pocket parks. This work offers a reference for transforming urban fringe spaces from “negative corners” into “vitality catalysts” and delineates the pathway for urban micro-regeneration driven by scene creation.