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The Agile Spec Writing skill transforms raw requirements into professional-grade project documentation. It automates the creation of structured specifications (SPEC) and user stories (US) while maintaining a Bidirectional Traceability Matrix to ensure every requirement is accounted for. By enforcing standardized templates and including acceptance criteria and tests, it bridges the gap between stakeholder needs and technical implementation, making it an essential tool for project planning and requirement engineering within Claude Code.