First Principles Solver

This tool applies first principles reasoning to complex or inefficient problems by decomposing them into fundamental physical and logical constraints, identifying and discarding soft or non-essential constraints, and proposing a reconstructed, optimized solution path. It accepts a required problem_description string describing the system or problem to analyze, an optional context string for current constraints, resource limits, or goals, and an optional domain string describing the field such as physics, engineering, economics, or software. All inputs are free-form text payloads. The output must strictly validate against the system-provided structured output schema auto-produced and not supplied here.