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The FPF Pattern Generator automates the tedious process of transforming raw Functional Pattern Framework (FPF) specifications into production-ready Agent Skill files. It ensures strict adherence to E.8 formatting, handles mandatory kebab-case naming conversions, and preserves vital metadata like FPF IDs and Roles. By automating the transformation from specification to implementation, this skill eliminates manual errors and ensures that all generated patterns pass the Agent Skills validator, making it an essential utility for developers building structured agentic workflows.