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scientific-schematics

Generate publication-quality scientific diagrams from natural-language prompts.

74|5|Updated Dec 10, 2025
Search Tags:#flowchart#diagram generation#research workflow#scientific visualization#publication graphics#scientific diagrams
One-click install
npx skills add https://github.com/dralkh/seerai --skill scientific-schematics-dralkh
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/dralkh/seerai/tree/main/skills/scientific-schematics
Command: npx skills add https://github.com/dralkh/seerai --skill scientific-schematics-dralkh

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

It turns complex research concepts into clear, publication-ready diagrams without manual drawing, helping researchers, students, and authors communicate methods and systems faster.

Core Features & Use Cases

  • Natural-language diagram generation for flowcharts, neural network architectures, biological pathways, circuit schematics, and system diagrams.
  • Smart iterative refinement that reviews each image, scores quality against document-type thresholds, and regenerates only when needed.
  • Accessibility and publication standards including readable labels, high contrast, colorblind-friendly palettes, and figure-ready output for papers, posters, and slides.
  • Use case: A researcher can draft a CONSORT flow diagram or transformer architecture figure in minutes instead of spending hours in design software.

Quick Start

Describe the scientific diagram you want and specify the output file, document type, and any key layout details.

Frequently Asked Questions about scientific-schematics

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

FAQPage Schema
How do I create publication-ready scientific diagrams without manual drawing?▼

Publication-ready scientific diagrams are generated from natural-language prompts using AI image generation, bypassing manual drawing or template setup to produce review-ready figures for papers, posters, and presentations.

Can I generate a CONSORT flow diagram or neural network architecture figure automatically?▼

Yes, scientific schematics can automatically generate flowcharts, neural network architectures, biological pathways, and circuit schematics from your text descriptions, producing figure-ready output for grants and publications.

How does iterative refinement work for scientific visualization?▼

Iterative refinement for scientific visualization reviews each generated image, scores quality against document-type thresholds, and automatically regenerates the diagram only when needed to meet publication standards.

Do I need design software to make accessible, colorblind-friendly research workflow diagrams?▼

No design software is needed to make accessible research workflow diagrams, as the output includes readable labels, high contrast, and colorblind-friendly palettes that meet accessibility and publication standards automatically.

What is the best way to specify output formats for scientific diagrams?▼

The best way to specify output formats for scientific diagrams is to describe the desired schematic, specify the output file, document type, and key layout details in your natural-language prompt.

Are there limitations when generating complex biological pathways or circuit schematics?▼

Limitations when generating complex biological pathways or circuit schematics include relying on AI image interpretation, which requires iterative critique-and-regenerate review to ensure accessible labeling and publication-quality accuracy.

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