We define a resolution-style rule for solving the Max-SAT problem of Signed CNF formulas (Signed Max-SAT) and prove that our rule provides a complete calculus for that problem. From the completeness proof we derive an original exact algorithm for solving Signed Max-SAT. Finally, we present some connections between our approach and the work done in the Weighted CSP community.