Constraint-Flow Attractor Demonstrator: A Near-Lossless Electromechanical Core Loop

This repository documents the design, mathematical model, and physical construction of a Constraint-Flow Attractor Demonstrator. The system consists of a dominant electromechanical core loop (electrical → mechanical → electrical) implemented using real, commercially available components, with auxiliary subsystems connected exclusively as high-impedance taps. The demonstrator is not an energy source. Its purpose is to show how repeated cycling under constraints produces flow concentration, path dominance, and attractor formation in real matter. The architecture explicitly avoids serial multi-domain energy conversion, which CFL predicts will multiply losses and destabilize flow. The work is intended for researchers in systems theory, engineering, complex networks, and applied physics, as well as educators seeking a tangible demonstration of attractor dynamics and efficiency selection in constrained systems.