Wellbore stability evaluation presents major challenges throughout drilling operations . Unstable rock can lead to deformation, higher hole enlargement , and stuck pipe, resulting in substantial delays and potential safety hazards. Factors influencing wellbore competence include strata geological properties, reservoir pressure, drilling fluid chara