scientific-schematics

Generate publication-quality scientific diagrams with iterative refinement and quality review.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/Rukkha1024/replace_V3D --skill scientific-schematics-rukkha1024
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/Rukkha1024/replace_V3D/tree/main/.claude/skills/scientific-schematics
Command: npx skills add https://github.com/Rukkha1024/replace_V3D --skill scientific-schematics-rukkha1024

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 publication-quality scientific diagrams, eliminating the need for manual drawing or complex software.

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 its own output using Gemini 3 Pro and regenerates if quality thresholds aren't met.
  • Use Case: Generate a CONSORT flowchart for a journal paper, a Transformer architecture diagram for a presentation, or a biological pathway for a thesis, all with simple text prompts.

Quick Start

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

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 without manual drawing?

You can generate publication-quality scientific diagrams by describing them in natural language. The AI creates the illustration and iteratively refines the output through automated quality review against document-specific thresholds.

Can I create neural network architecture diagrams and flowcharts using AI text prompts?

Yes, you can create neural network architecture diagrams and flowcharts using AI text prompts. The generation process supports various diagram types, including biological pathways and system diagrams for research outputs.

How does iterative refinement work for AI-generated scientific illustrations?

Iterative refinement for AI-generated scientific illustrations works by leveraging Gemini 3 Pro to assess output quality. If the generated diagram does not meet document-specific quality thresholds, the AI automatically regenerates it.

Does this scientific illustration generator support CONSORT flowcharts for journal papers?

Yes, this scientific illustration generator supports CONSORT flowcharts for journal papers. It is designed to produce publication-quality visuals suitable for research publications, presentations, and academic reports.

Do I need to install any dependencies to automate scientific diagram creation?

You need to install the requests dependency to automate scientific diagram creation. This prerequisite allows the skill to interface with the underlying AI generation and quality assessment models.

What is the best way to automate biological pathway diagram creation for a thesis?

The best way to automate biological pathway diagram creation for a thesis is using natural language prompts. The AI handles the visual layout and iteratively refines the scientific illustration to meet publication quality standards.