scientific-schematics

Generate publication-quality scientific diagrams from natural language prompts.

Updated Feb 3, 2026

Search Tags:#gemini #ai generation #diagrams #schematics #publication quality #scientific illustration

Ready to run

npx skills add https://github.com/loganylchen/skills --skill scientific-schematics-loganylchen

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/loganylchen/skills/tree/main/scientific-schematics
Command: npx skills add https://github.com/loganylchen/skills --skill scientific-schematics-loganylchen

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the creation of publication-quality scientific diagrams, transforming complex concepts into clear visual representations without manual drawing or coding.

Core Features & Use Cases

AI-Powered Generation: Uses Nano Banana Pro to create diagrams from natural language descriptions.
Smart Iteration & Quality Review: Employs Gemini 3 Pro to review and refine diagrams against document-specific quality thresholds, ensuring publication readiness.
Use Case: Generate a CONSORT participant flow diagram for a journal paper by simply describing the participant numbers and flow.

Quick Start

Generate a CONSORT participant flow diagram with 500 screened, 150 excluded, and 350 randomized participants for a journal paper.

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?▼

Publication-quality scientific diagrams are generated from natural language prompts using Nano Banana Pro, with Gemini 3 Pro reviewing and refining outputs against document-specific quality thresholds for journals, conferences, theses, and presentations.

Can I create a CONSORT flow diagram for a journal paper without manual drawing?▼

Yes, you can create a CONSORT participant flow diagram by describing participant numbers and flow in natural language, allowing the AI to automate the visual representation without manual drawing or coding.

What types of scientific schematics can be automated with AI generation?▼

AI generation automates the creation of flowcharts, architecture diagrams, biological pathways, and circuit schematics, transforming complex concepts into clear visual representations from natural language prompts.

Does the scientific schematics Skill support iterative refinement for conference presentations?▼

Yes, iterative refinement is supported through Gemini 3 Pro quality review, which evaluates and refines diagrams against document-specific quality thresholds tailored for conference presentations, journal papers, and theses.

How does AI quality review ensure publication readiness for scientific illustrations?▼

AI quality review ensures publication readiness by employing Gemini 3 Pro to assess generated scientific illustrations against specific quality thresholds defined by the target document type, automating iterative refinement until standards are met.