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You can generate publication-quality academic figures by providing a methodology section and a target caption, which triggers a multi-agent pipeline to automatically produce and iteratively refine diagrams and plots.

Yes, you can create NeurIPS-style diagrams from .tex or .md sources by applying specific aesthetic guidelines to automatically polish the generated academic illustrations and plots.

Iterative refinement for academic illustrations uses a critic loop with early stopping, evaluating generated diagrams and plots until no further visual changes are needed to reach optimal quality.

The pipeline stores state and outputs using file-based conventions including a pipeline_state.json file, alongside dedicated directories for descriptions, images, and code to ensure full traceability.

For research papers, you can create methodology, architecture, and pipeline diagrams, alongside various plots including bar charts, line charts, and heatmaps tailored to academic publication standards.