Scientific Schematics & Diagrams

What it does

Generates publication-ready scientific schematics (flowcharts, neural network architectures, biological pathways, circuits, system diagrams) using an AI generation + review loop. The skill leverages Nano Banana Pro for image generation and Gemini 3 Pro for quality scoring, applying smart iteration so images are only regenerated when quality falls below document-type thresholds. Outputs include versioned images and detailed review logs.

When to use it

Use this skill when you need high-quality figures for papers, posters, presentations, or reports—especially when time-saving automated layout, labeling, and accessibility (colorblind-safe palettes, typography) matter. Good for researchers preparing manuscripts, presenters building figures, and developers automating diagram creation.

What's included

• Scripts: example CLI scripts and generation helpers (has_scripts=true)
• References: best-practice docs, diagram type references, and quality guidelines (has_references=true)
• Instructions: natural-language prompts, CLI usage examples, API snippets, and prompt-engineering tips for layout, labels, and styles. Also includes quality thresholds by document type and guidance for iterations.

Compatible agents

Works with agent environments that can call external AI image generation services and shell scripts (Claude Code, CLI-driven agent runtimes, Python-capable agents).