scientific-schematics

Generate publication-quality scientific diagrams from natural language descriptions.

2|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/Weiwei-Mao/hydrology-skills --skill scientific-schematics-weiwei-mao
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/Weiwei-Mao/hydrology-skills/tree/main/hydrology-skills/scientific-schematics
Command: npx skills add https://github.com/Weiwei-Mao/hydrology-skills --skill scientific-schematics-weiwei-mao

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the creation of complex scientific diagrams, eliminating the need for manual drawing or coding and ensuring publication-ready quality.

Core Features & Use Cases

  • AI-Powered Generation: Describe your diagram in natural language, and Nano Banana Pro AI creates it.
  • Iterative Refinement: The AI reviews and improves diagrams based on quality thresholds for different document types (journal, poster, presentation).
  • Use Case: Quickly generate a CONSORT flowchart for a research paper, a neural network architecture diagram for a presentation, or a biological pathway illustration.

Quick Start

Use the scientific-schematics skill to generate a CONSORT participant flow diagram.

Frequently Asked Questions about scientific-schematics

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

FAQPage Schema
How do I generate publication-quality scientific diagrams from text?

You can generate publication-quality scientific diagrams by providing natural language descriptions. The AI uses Nano Banana Pro for creation and Gemini 3 Pro for iterative quality review against document-specific thresholds.

Can I create a CONSORT flowchart for a research paper automatically?

Yes, you can automatically create a CONSORT flowchart for a research paper. Describe the participant flow in natural language, and the AI generates the publication-ready diagram without manual drawing.

How does AI iterative refinement work for scientific illustration?

AI iterative refinement for scientific illustration works by generating an initial image and then reviewing it against quality thresholds for different document types like journals or posters to ensure publication-ready graphics.

Do I need manual drawing or coding skills to make architecture diagrams?

No, you do not need manual drawing or coding skills to make architecture diagrams. You simply describe your neural network or system architecture in natural language for the AI to process.

Does this diagram generation tool adjust quality for different document types?

Yes, this diagram generation tool adjusts quality for different document types. It applies specific quality thresholds during iterative refinement for journals, presentations, and posters to ensure appropriate publication graphics.

What is the best way to automate biological pathway illustration for posters?

The best way to automate biological pathway illustration for posters is using natural language descriptions. The AI generates the scientific illustration and refines it to meet the exact quality thresholds required for poster presentations.