Generates publication-quality scientific diagrams from natural language descriptions using Nano Banana 2 AI with Gemini 3.1 Pro Preview quality review. The smart iteration system only regenerates if quality falls below document-specific thresholds: 8.5/10 for journal papers, 6.5/10 for presentations. Just describe what you want (CONSORT flowchart, transformer architecture, MAPK pathway) and it handles layout, labels, styling, and refinement automatically. Works well when you need clean diagrams fast without touching drawing tools, though max two iterations means complex visualizations might need manual tweaking. Stores everything in a figures subfolder with versioned outputs and detailed review logs showing quality scores.
npx skills add https://github.com/k-dense-ai/scientific-agent-skills --skill scientific-schematics