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Enables AI assistants like Cursor, Claude Code, and Windsurf to turn architectural descriptions into auto-laid-out, hand-drawn-style Excalidraw diagrams across 25 diagram types, from architecture and sequence diagrams to Gantt charts and scatter plots. Runs fully offline with no API keys, supports natural-language revision of diagrams, exports to SVG/PNG, and can optionally persist a queryable, version-controlled architecture knowledge graph.