Abstract
This work develops an unconditional density framework by embedding Euler's quadratic-root structure into a Hardy--Littlewood--type $\delta r$ definite-integral formulation. The aim is to describe additive density and prime-distribution behavior without relying on the Generalized Riemann Hypothesis (GRH). To avoid potential circularity that may arise when additive density is used as the sole criterion, the analysis employs Dickson-type coefficients in the non-coprime setting to construct an equivalent representation of even values $E(x)$. A Linnik-style minimal lower bound is incorporated to ensure logical closure and consistency of the argument. This formulation provides a unified mechanism that aligns the Euler--HL transition at the integral level while accommodating both local additive constraints and global prime-density phenomena. The resulting equivalence for $E(x)$ offers a natural analytic starting point for studying the continuity of maximal prime gaps and extends to related questions, including structured prime pairs, generalized Goldbach-type problems, and finer analyses of prime-gap distributions. The framework thus demonstrates both methodological coherence and applicability to broader investigations in additive and multiplicative prime theory.



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