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This skill provides a structured methodology for building agentic AI skills using an Evaluation-Driven Development (EDD) approach. It walks developers through creating evaluation scenarios before writing documentation, establishing performance baselines, conducting multi-model testing via the Claude Code CLI, and performing final reviews to ensure compliance with best practices. By focusing on measurable outcomes rather than instruction content, it ensures that new skills effectively solve real-world problems and work reliably across different Claude models.