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Skill Creator provides a comprehensive framework for developing specialized AI agent capabilities, emphasizing context efficiency and modularity. It guides developers through a structured five-step lifecycle—from identifying user triggers to implementing reusable scripts and assets—while integrating advanced scientific principles like graph theory and topological Cat# structures. This skill ensures that new capabilities remain concise, maintainable, and compositionally coherent within the broader Claude ecosystem, preventing context bloat and improving agent reliability.