Role-Playing Games (RPGs) have been a staple of the gaming industry for decades, providing players with immersive worlds, engaging narratives, and challenging gameplay mechanics. One crucial aspect of RPG design is the creation of rooms or environments that facilitate exploration, combat, and character progression. However, designing optimal rooms that balance player experience, gameplay, and narrative can be a daunting task. This paper presents a comprehensive approach to optimizing RPG room design, leveraging insights from game design, psychology, and data analysis.