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Streamlines the creation of professional data visualizations within analysis sessions by providing a structured four-phase workflow. It supports both interactive terminal-based outputs like ASCII charts and sparklines for quick exploration, as well as high-fidelity image-based diagrams via Kroki for formal reporting. By guiding users through visualization selection, data structuring, and rigorous tool-based implementation, it ensures that complex data patterns, lineages, and database schemas are communicated clearly and accurately to both technical and business stakeholders.