Wellbore stability assessment presents significant challenges throughout drilling activities . Unstable strata can lead to failure , greater hole widening, and stuck pipe, resulting in costly delays and potential safety hazards. Factors influencing wellbore stability include strata mechanical properties, reservoir pressure, mud characteristics, and