Wellbore borehole competence assessment presents significant challenges in drilling activities . Unstable rock can lead to failure , higher hole enlargement , and immobile pipe, resulting in substantial delays and potential safety hazards. Factors influencing wellbore stability include strata geological properties, fluid pressure, mud characteristi