As threat landscapes evolve, managing and trusting detection rules has become as critical as creating them. Detection engineering teams struggle with rule duplication, inconsistent quality, false positives, and the lack of a trusted, community-driven repository to share validated rules. Rulezet is an open-source framework and platform designed to address these challenges. It provides a unified way to normalize, validate, and manage detection rules across multiple formats while fostering a collaborative ecosystem where rule authors, analysts, and engineers can review, evaluate, and improve detection logic together.