Effective operation of complex equipment necessitates a robust framework for operator capability. Qualification programs serve as the cornerstone of this framework, establishing standardized processes to evaluate operator knowledge and ensure they possess the necessary qualifications to safely and efficiently conduct their duties. A well-designed