Just as you judge the capabilities of a chef by the quality of their food, you can judge the guru by the effect of his method and Transmission. To judge the method, you will have to practice it for some time. If you find its effects to be positive, then you can conclude something about the guru. If you wish, and if you get the opportunity, you can also observe his lifestyle and character and gain further confirmation.
