This article addresses mass production pain points in high-end decorative plastic molds, focusing on typical defects like IMR film wrinkling and unbalanced runner systems. Through real-world case studies, it details key technical solutions such as cooling channel optimization and runner balancing, demonstrating how defect rates were reduced from 8% to 0%. It provides actionable insights for mold engineers to enhance yield and quality stability.