scientific-schematics

Generate publication-quality scientific schematics from natural language prompts.

Updated Apr 14, 2026

Search Tags:#workflow #schematic #generate #ai-assisted #publication-quality #scientific-diagrams

Ready to run

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

💬 Prompt for ChatGPT / Claude Chat▼

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

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This skill simplifies the creation of publication-quality scientific schematics by translating natural language prompts into polished diagrams, reducing manual drafting time and ensuring professional standards.

Core Features & Use Cases

Smart iterative diagram generation using Nano Banana Pro AI with Gemini 3 Pro quality review.
Document-type aware quality thresholds (journal, conference, poster, etc.) and automatic regeneration until the threshold is met.
Supports neural network architectures, system diagrams, biological pathways, circuit schematics, and data flow visuals for manuscripts and proposals.
Real-world Example: A researcher describes a CONSORT flow diagram or MAPK signaling pathway and receives publication-ready figures with labeled components.

Quick Start

Describe your diagram in natural language and let Nano Banana Pro generate a publication-ready schematic with automatic quality review and smart iteration.

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 schematics from text descriptions?▼

You can generate publication-quality scientific schematics by providing natural language prompts to the AI, which automates diagram creation for neural networks, biological pathways, and circuit schematics using Nano Banana Pro.

Can I automatically regenerate scientific diagrams until they meet journal quality thresholds?▼

Yes, the AI-assisted generation applies document-type aware quality thresholds for journals or posters and uses smart iterative regeneration with Gemini 3 Pro until the quality threshold is met.

How does AI-assisted iterative diagram generation review and score scientific schematics?▼

The iterative diagram generation uses Gemini 3 Pro to review, score, and critique AI-generated scientific schematics, logging all iterations with prompts and scores through the OpenRouter API to ensure publication-ready quality.

Do I need an OpenRouter API key to create biological pathway diagrams and neural network architectures?▼

Yes, you need an OpenRouter API key to access the Nano Banana Pro and Gemini 3 Pro models required for generating and reviewing biological pathway diagrams and neural network architectures.

What types of scientific diagrams can I create for research papers using natural language prompts?▼

You can create neural network architectures, biological pathways like MAPK signaling, circuit schematics, system architectures, and CONSORT flow diagrams for research papers, proposals, and presentations.