Atmospheric thermal stability significantly influences global circulation patterns and local weather. However, microscale wind simulations often rely on idealized atmospheric boundary layer (ABL) inlet profiles that inadequately consider this essential factor. Addressing this limitation, this study provides a tool for generating realistic ABL inflow profiles by conducting a comprehensive parametric investigation. Utilizing a computational fluid dynamics (CFD) precursor model that incorporates surface heat fluxes, the study analyzes the impact of various meteorological, atmospheric, and geographic parameters on ABL wind profiles. These include factors such as ground heating/cooling, atmospheric pressure differences, roughness length, latitude, and the number of iterations, with assessments across different atmospheric stabilities. More than a hundred RANS-based precursor simulations were conducted to systematically examine the effects of these parameters on ABL wind profiles. The results reveal that certain parameters have clear and straightforward effects on the wind profiles, while others exhibit more complex dependencies on atmospheric stability. The findings offer practical guidelines for the creation of realistic inflow profiles in microscale wind simulations, thereby contributing to more accurate predictions in applications such as wind farm design, pollutant dispersion studies, and urban wind assessments.