scientific-schematics

Generate scientific diagrams from text descriptions with iterative quality review.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/Yassire1/icath-article --skill scientific-schematics-yassire1
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/Yassire1/icath-article/tree/main/.opencode/skills/scientific-schematics
Command: npx skills add https://github.com/Yassire1/icath-article --skill scientific-schematics-yassire1

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill enables researchers and scientists to generate clear, professional scientific diagrams from natural language descriptions, streamlining publication preparation.

Core Features & Use Cases

  • Automated Diagram Generation: Convert complex scientific concepts into visual diagrams without manual drawing or coding.
  • Iterative Refinement & Quality Assurance: Uses AI-based review to ensure diagrams meet publication standards across different document types.
  • Use Case: Quickly produce an accurate biological pathway diagram or a neural network architecture for a research paper or presentation.

Quick Start

Describe your diagram, such as "Biological pathway: EGFR to transcription factor," then run the generate command, and the AI creates a publication-ready figure with refinement until quality standards are met.

Frequently Asked Questions about scientific-schematics

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

FAQPage Schema
How do I generate scientific diagrams from text descriptions for publication graphics?

To generate scientific diagrams from text descriptions, provide a natural language prompt like "Biological pathway: EGFR to transcription factor" to automatically create and refine publication-ready figures without manual drawing.

Can I automatically refine AI illustration quality for research paper figures?

Yes, you can automatically refine AI illustration quality using built-in AI-based review tools that iteratively check and adjust scientific diagrams until they meet high-standard publication graphics requirements.

What types of scientific visualization can I create for biological and engineering systems?

You can create scientific visualizations for complex biological pathways, engineering mechanisms, and technical systems, ensuring visual clarity, accuracy, and accessibility across different research document types.

Do I need manual drawing or coding skills to produce publication-quality scientific diagrams?

No manual drawing or coding skills are required to produce publication-quality scientific diagrams, as the process automatically converts natural language descriptions into complex visualizations.

What's the best way to prepare a neural network architecture diagram for a research presentation?

The best way to prepare a neural network architecture diagram is to describe the structure in natural language and let the automated generation and iterative refinement process produce the publication-ready figure.

Are there limitations when using automatic refinement for complex technical system visualizations?

Automatic refinement for complex technical system visualizations relies on AI image generation and quality review tools to ensure accuracy, but highly abstract or novel concepts may require multiple descriptive iterations to achieve precise publication standards.