Automatic Climate Control Diagnostics is a diagnostic framework that autonomously identifies, analyzes, and rectifies malfunctions within climate control systems by integrating real-time sensor data, embedded algorithms, and rule-based or machine learning models to ensure optimal operational performance without manual intervention.