Is energy always conserved?

I am sorry but i don´t think that the law of conservation of energy is  developed by looking at something or doing an experiment, because there is no way to get from the observable phenomenom to the mathematical mechanism (the equation) describing the phenomenon. It is like going outside into nature and expecting to find the first newtonian law it is not possible