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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
One-click install
npx skills add https://github.com/dotruru/claudemd --skill scientific-schematics-dotruru
Or copy as Structured Prompt for Agent▼
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.

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