scientific-schematics

Generate publication-quality scientific diagrams from natural language descriptions.

Updated May 4, 2026
One-click install
npx skills add https://github.com/luokai25/luo-ai-skills-market --skill scientific-schematics-luokai25
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/luokai25/luo-ai-skills-market/tree/main/09-data-and-ai%20%28by%20Luo%20Kai%29/10-research-analysis/scientific-schematics
Command: npx skills add https://github.com/luokai25/luo-ai-skills-market --skill scientific-schematics-luokai25

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openrouter, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill transforms complex scientific concepts into clear, publication-quality diagrams, streamlining the visual representation of research findings.

Core Features & Use Cases

  • AI Diagram Generation: Automatically generate scientific diagrams from natural language descriptions.
  • Quality Review and Refinement: Utilizes Gemini 3.1 Pro Preview to ensure diagrams meet publication standards.
  • Customization: Offers control over the document type, enabling generation of diagrams tailored to journal, conference, or poster requirements.

Quick Start

Describe your diagram in natural language. For instance, 'Create a neural network architecture diagram with an encoder stack on the left and a decoder stack on the right.'

Frequently Asked Questions about scientific-schematics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a scientific diagram from a natural language description?

To generate a scientific diagram from a natural language description, you input your text and the AI creates publication-quality visualizations. The system applies quality review to ensure the output meets scientific illustration standards for neural networks, biological pathways, or system diagrams.

Can I customize AI-generated scientific illustrations for different publication formats?

Yes, you can customize AI-generated scientific illustrations for different publication formats. You can control the output document type to tailor the diagram generation specifically for journal, conference, or poster requirements, ensuring the visualization fits your target publication medium.

Do I need an OpenRouter API to create publication-quality research diagrams?

Yes, you need an OpenRouter API to create publication-quality research diagrams with this tool. The OpenRouter API is a required dependency for powering the AI visualization generation and the subsequent quality review process for complex scientific visualizations.

What types of scientific visualizations can be generated using AI?

AI visualization can generate scientific schematics including neural network architectures, system diagrams, flowcharts, and biological pathways. It transforms complex scientific concepts into clear, publication-quality diagrams to streamline the visual representation of research findings.

How does AI visualization ensure scientific diagrams meet publication standards?

AI visualization ensures scientific diagrams meet publication standards through a dedicated quality review and refinement process. This step checks the generated schematics against publication requirements to verify clarity and accuracy before finalizing the research communication output.

What is the best way to visualize a neural network architecture for a research paper?

The best way to visualize a neural network architecture for a research paper is using AI diagram generation tailored to publication standards. Describe the layout, like an encoder and decoder stack, and apply quality review to refine the scientific illustration for journal requirements.