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The mcaf-feature-spec skill automates the creation of comprehensive technical documentation within the Managed Code AI Framework (MCAF). It guides the user through defining business rules, user flows, and system behaviors using a standardized template, ensuring that every feature has a clear implementation plan and a verifiable 'Definition of Done'. By integrating Mermaid diagrams and traceability to tests, it provides a single source of truth that allows both human developers and AI coding agents to build software without ambiguity or architectural drift.