first principles thinking

A form of thinking and reasoning that starts with an axiomatic set of given constrains and moves forward in logical steps.

This is much like mathematical logic. Instead of starting with what is available, distill the essence of the idea into it's root component, and proceed from there.

This stands a bit in opposition to think by analogy.