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scientific-schematics

Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.

5,913stars710forksUpdated 1/15/2026
Data Science & ML#data-visualization#data-science#scientific-visualization#diagram-generation#scientific-diagrams#research#nano-banana-pro#scientific#bioinformatics#science#publication-quality#ai-tools#visualization#neural-networks

Security Assessment

Low Risk(70/100)

Detected risks:

Secret Exposure([SKILL.md] API_KEY=, [SKILL.md] api_key=)
Security Score70/100

About scientific-schematics

The scientific-schematics skill enables users to create high-quality scientific diagrams effortlessly using the advanced capabilities of Nano Banana Pro AI. This skill addresses the common challenge of visually representing complex scientific concepts in a manner suitable for publication. By transforming natural language descriptions into publication-quality visuals, it streamlines the process of generating diagrams that adhere to the stringent quality requirements of various document types, ensuring clarity and precision in scientific communication.

FAQ

How do I generate a diagram?

You can generate a diagram by describing it in natural language and executing the provided command in your terminal.

What types of documents does this skill support?

This skill supports various document types including journal papers, conference papers, theses, grant proposals, preprints, technical reports, academic posters, and presentations.

Are there any quality thresholds for the diagrams?

Yes, each document type has a specific quality threshold that the generated diagrams must meet to be considered publication-ready.

What tools are required to use this skill?

You need access to the Nano Banana Pro AI and Gemini 3 Pro, as well as a valid OpenRouter API key.

Can I customize the number of iterations for diagram generation?

Yes, you can set a custom maximum number of iterations for the diagram generation process to refine the output.

Install scientific-schematics

Download and extract the skill files to your .claude/skills/ directory.

Quick Setup:

  1. Copy the skill folder to .claude/skills/
  2. Claude will automatically detect and use the skill

Repository

K-Dense-AI/claude-scientific-skills

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