Stetkær’s matrix (Levi–Civita) method is a powerful tool for functional equations on semigroups involving a homomorphism , as it yields a finite-dimensional invariant space under right translations and a corresponding matrix formalism. However, this framework collapses when is an involutive anti-automorphism due to the order reversal in the right-regular action. In this paper, we overcome this obstruction at the operator level by establishing the conjugation identity: letting denote composition with , we prove which converts the problematic right translates into left translations. Using this left-translation approach, we obtain an anti-automorphic Levi–Civita closure principle and apply it to the generalized sine law. Remarkably, the classical dichotomy and the parity relation are recovered unconditionally. Furthermore, under a natural bridge hypothesis, which is automatically satisfied when there exists a central element with , we obtain the corresponding standard -addition law and the exact -transformation rule for .

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