A Minimal Generator for the φᵐ Scaling Invariant

A universal scaling fingerprint characterized by the invariant quantityQ(m)=mΔ(m)≈2 has recently been observed across multiple physically unrelated systems.In this work we introduce a minimal abstract generator capable of producingthis invariant without invoking any domain-specific dynamics.The model is based on discrete scale indexing and a weakly damped recursiveevolution of local scaling quantities.Under these minimal assumptions the invariant emerges as a stable fixed point.