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viz-scientific-schematics

Generate publication-quality scientific diagrams from natural language descriptions.

Updated Mar 13, 2026
Search Tags:#AI art#diagram generation#gemini ai#publication quality#scientific visualization#nano banana 2
One-click install
npx skills add https://github.com/biomaps-infra/blender-opencode --skill viz-scientific-schematics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: viz-scientific-schematics
Source: https://github.com/biomaps-infra/blender-opencode/tree/main/.opencode/skills/viz-scientific-schematics
Command: npx skills add https://github.com/biomaps-infra/blender-opencode --skill viz-scientific-schematics

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, transforming natural language descriptions into publication-ready visuals without manual drawing or coding.

Core Features & Use Cases

  • AI-Powered Generation: Uses Nano Banana 2 AI to create diagrams from text prompts.
  • Smart Iterative Refinement: Automatically improves diagrams based on AI quality reviews (Gemini 3.1 Pro Preview).
  • Quality Control: Tailors diagram quality to document type (journal, poster, presentation) with adjustable thresholds.
  • Use Case: Quickly generate a CONSORT flowchart for a research paper, a complex neural network architecture diagram for a presentation, or a biological pathway for a grant proposal.

Quick Start

Describe your desired diagram in natural language and Nano Banana 2 will create it.

Frequently Asked Questions about viz-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?▼

You can generate publication-quality scientific diagrams by providing natural language descriptions to the Nano Banana 2 AI, which creates visuals without manual drawing or coding.

Can I automatically refine AI-generated scientific schematics to meet journal standards?▼

Yes, the Skill uses Gemini 3.1 Pro Preview for smart iterative refinement, automatically reviewing and improving AI-generated scientific schematics based on adjustable quality thresholds for different document types.

What types of scientific diagrams can I create using AI visualization?▼

You can create various scientific diagrams using AI visualization, including neural network architectures, flowcharts, biological pathways, and system diagrams adhering to scientific and accessibility best practices.

Does this scientific diagram generator support quality control for posters and presentations?▼

Yes, this scientific diagram generator supports quality control by tailoring diagram output to specific document types, including journal papers, posters, and presentations, with adjustable quality thresholds.

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