Wellbore stability assessment presents major challenges during drilling activities . Unstable rock can lead to deformation, greater hole widening, and plugged pipe, resulting in costly delays and potential safety hazards. Factors influencing drillhole stability include strata geological properties, reservoir pressure, mud characteristics, and the g