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scientific-schematics

Generate publication-quality scientific diagrams from natural language descriptions.

7|Updated Jan 27, 2026
Search Tags:#iteration#diagram#ai-generation#publication-quality#scientific-visualization#review-log
One-click install
npx skills add https://github.com/wsxwj123/opencode-skills-backup --skill scientific-schematics-wsxwj123
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/wsxwj123/opencode-skills-backup/tree/main/scientific-schematics
Command: npx skills add https://github.com/wsxwj123/opencode-skills-backup --skill scientific-schematics-wsxwj123

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill enables researchers and authors to convert complex scientific concepts into high-quality, publication-ready diagrams automatically, reducing manual drawing time and ensuring consistency with publication standards.

Core Features & Use Cases

  • Auto-generates publication-quality diagrams from natural language descriptions.
  • Smart iterative refinement with Gemini 3 Pro quality review to ensure document-type-aligned outputs.
  • Outputs versioned figures and detailed review logs for provenance and reproducibility.
  • Specialized focus: neural network architectures, system diagrams, flowcharts, biological pathways, and circuit diagrams.

Quick Start

Describe your scientific diagram in natural language to generate a publication-ready schematic automatically.

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 descriptions?▼

You can generate publication-quality scientific diagrams by providing natural language descriptions to the AI, which creates the schematics and applies iterative quality reviews to ensure they meet publication standards.

Can I automatically create neural network architectures and biological pathway visualizations?▼

Yes, you can automatically create neural network architectures, biological pathways, system diagrams, and flowcharts by describing them in natural language for AI generation.

How do I ensure my scientific visualizations meet specific journal or conference standards?▼

To ensure scientific visualizations meet specific standards, the system uses Gemini 3 Pro quality reviews and smart iterations to align the output with your required document-type thresholds.

What is the best way to track iterative reviews and version history for scientific schematics?▼

The best way to track iterative reviews is by using the generated versioned figures and detailed review logs, which provide provenance and reproducibility for your scientific schematics.

Do I need the requests library to produce publication-ready scientific schematics?▼

Yes, you need the requests library installed in your environment, as it is a required dependency to run the scripts that generate and iteratively review the scientific schematics.

What types of scientific diagrams can I create for theses and posters?▼

You can create complex scientific visualizations such as neural network architectures, system diagrams, flowcharts, biological pathways, and circuit diagrams for theses, posters, and journals.

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