This project reimagines historic urban renewal by transcending mere architectural restoration to revive the "everyday essence" of communal life. Through acupuncture-style micro-interventions and multi-stakeholder collaboration, it integrates cool alleys, arcades, and visual connections with an elevated rooftop color corridor, blending cultural heritage with contemporary aesthetics. The design emphasizes flexible spatial interfaces and functional upgrades, reawakening neighborhood vitality via subtle daily interactions. The concept "Kaleidoscope of Gu Port" reflects layered histories and vibrant public life, harmonizing tradition with dynamic urban rhythms.