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scientific-schematics

Generate scientific diagrams from natural language descriptions with AI quality review.

Updated Jun 30, 2026
Search Tags:#AI#diagram generation#publication quality#scientific illustration#diagram creation
One-click install
npx skills add https://github.com/SunS1eep1ng/codex-dotfiles --skill scientific-schematics-suns1eep1ng
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/SunS1eep1ng/codex-dotfiles/tree/main/skills/scientific-schematics
Command: npx skills add https://github.com/SunS1eep1ng/codex-dotfiles --skill scientific-schematics-suns1eep1ng

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the creation of publication-quality scientific diagrams, saving time and reducing the need for manual drawing.

Core Features & Use Cases

  • AI-Driven Diagram Generation: Generate diagrams using natural language descriptions.
  • Quality Review: Utilizes Gemini 3.1 Pro Preview for professional quality assurance.
  • Customization: Adjust quality thresholds based on document type and refine prompts for specific details.
  • Use Case: Create a high-quality CONSORT flowchart for a journal paper by simply describing it in natural language.

Quick Start

Generate a CONSORT flowchart for a randomized controlled trial by describing it in natural language: generate a CONSORT flowchart showing participant flow from screening (n=500) through randomization to final analysis.

Frequently Asked Questions about scientific-schematics

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

FAQPage Schema
How do I automate scientific diagram creation for publication quality?▼

You can automate scientific diagram creation by using AI to generate illustrations from natural language descriptions, followed by an automated quality review to ensure publication quality.

Can I generate a CONSORT flowchart using natural language?▼

Yes, you can generate a CONSORT flowchart by describing participant flow in natural language, allowing the AI to automatically create the diagram for your journal paper.

Do I need an OpenRouter API key to generate scientific illustrations?▼

Yes, an OpenRouter API key is required to automate scientific illustration generation, along with a Python environment with specific libraries for image generation and quality assessment.

What is the best way to create professional scientific diagrams without manual drawing?▼

The best way to avoid manual drawing is using AI-driven diagram generation that applies quality review mechanisms, ensuring professional scientific diagrams for academic and professional workflows.

Can I adjust the quality threshold when generating diagrams for different document types?▼

Yes, you can customize quality thresholds based on your document type and refine prompts to capture specific details for your scientific diagrams.

Does the quality review process use Gemini for scientific diagrams?▼

Yes, the quality review process utilizes Gemini 3.1 Pro Preview to provide professional quality assurance for the generated scientific diagrams.

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