Modeling Figure Orchestrator

Overview

Coordinate the plugin's existing visualization skills from plan to paper handoff. Preserve data and model truth first, then add restrained, evidence-driven human-crafted differentiation. Route each figure to Python, MATLAB MCP, DrawIO, or image generation according to what the figure must prove.

This skill owns routing, coverage, manifests, and final visual QA. It does not replace figure-table-planner, math-figure-generator, 4drawio, using-drawio-mcp, draw-image, or mathmodel-figure-templates.

The plugin integrates jihe520/sci-box as a resource source rather than a second competing figure workflow. Its four editable Draw.io layouts are bundled under 4drawio/resources/scibox-diagram/; its scientific plotting templates are already carried by mathmodel-figure-templates with contest-specific readability edits (including the 7.5 pt Chinese sixth-size floor). Preserve those local edits and route to the bundled resources only when they add coverage or a clearer information architecture.