syntax and logic errors but also for stylistic and contextual appropriateness, providing feedback that aligns with best practices. Dimensional Array Manipulation (DAM) A theoretical framework for manipulating arrays across multiple dimensions, allowing developers to specify conditions and user preferences. SCS utilizes machine learning algorithms to analyze user interactions and modify