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scientific-schematics

Generate publication-quality scientific diagrams with Nano Banana 2 AI and Gemini 3.1 Pro Preview.

Updated Mar 15, 2026
Search Tags:#AI art#diagram generation#publication quality#scientific illustration#nano banana 2#gemini review
One-click install
npx skills add https://github.com/sagunkayastha/claude_skills_collection --skill scientific-schematics-sagunkayastha
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/sagunkayastha/claude_skills_collection/tree/main/scientific-communication/scientific-schematics
Command: npx skills add https://github.com/sagunkayastha/claude_skills_collection --skill scientific-schematics-sagunkayastha

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill 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 2 AI creates it.
  • Iterative Refinement: The AI reviews its own output using Gemini 3.1 Pro Preview and improves it based on scientific standards and document-type specific quality thresholds.
  • Use Case: Quickly generate a CONSORT flowchart for a journal paper, a neural network architecture diagram for a presentation, or a biological pathway for a poster, all with a simple text description.

Quick Start

Describe the diagram you want to create and specify the output file name.

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 using AI?▼

Generate publication-quality scientific diagrams by providing a natural language text description of the desired flowchart, architecture, pathway, or circuit to the Nano Banana 2 AI model for automated visual rendering.

Can AI automatically review and refine scientific illustrations for publication standards?▼

AI automatically reviews and refines scientific illustrations using Gemini 3.1 Pro Preview, which iteratively critiques and enhances the output prompt to meet specific scientific, accessibility, and document-type quality thresholds.

How do I create a CONSORT flowchart or biological pathway for a journal paper without manual drawing?▼

Create a CONSORT flowchart or biological pathway for a journal paper by describing the diagram structure in text, allowing AI to automate the illustration process and eliminate manual drawing or coding.

Does this AI diagram generation tool support different quality thresholds for posters and presentations?▼

The AI diagram generation tool supports adjustable quality thresholds tailored to the document type, automatically applying distinct scientific and accessibility standards for journals, conferences, posters, and presentations.

What is the best way to automate neural network architecture diagram creation for a presentation?▼

Automate neural network architecture diagram creation by inputting a text description of the model structure, which the AI converts into a visual schematic while applying presentation-specific quality thresholds and iterative self-correction.

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