No, it’s not just minhag because the entire upper leg above the knee needs to be covered and here comes the crucial point – the definition of ‘covered’ in the context of tznius does not only mean covering the surface but also concealing the form.
So if the skirt is above the knee, the leg is ‘uncovered’ even if tights are worn.