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Semantic Diagram is an innovative tool that integrates Excalidraw with Claude Code, enabling users to create and manage diagrams more efficiently. It tackles the challenge of large JSON payloads in diagramming by providing a concise, semantic representation (nodes, edges, groups) to the LLM, drastically reducing token usage. While the user handles the visual arrangement and styling, the AI focuses on checking and generating diagram content based on these high-level semantic descriptions, fostering a powerful human-AI collaboration for diagram development.