Wellbore stability assessment presents significant challenges during drilling procedures. Unstable rock can lead to collapse , increased hole widening, and stuck pipe, resulting in costly delays and potential safety hazards. Factors influencing drillhole competence include rock geological properties, reservoir pressure, drilling fluid characteristi