You can try spray MAC's fix+ on your brush before dipping it into the shadow. That way, it'll adhere a little better to your brush and therefore your eyelid. If you don't already have fix+, I suggest that you try it out because it's awesome as a finishing spray/ makeup setting mist as well as a mixing medium for pigments.