Wellbore stability evaluation presents major challenges throughout drilling activities . Unstable formations can lead to collapse , increased hole widening, and stuck pipe, resulting in expensive delays and potential safety hazards. Factors influencing drillhole competence include formation geological properties, reservoir pressure, drilling fluid