Agent skill · design visual · aiskillstore
scientific-schematics
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
Why this skill is useful
Adds specific commands for generating high-quality scientific diagrams tailored to various document types that the AI wouldn't reliably generate on its own.
What it needs
Requires python installed locally. Requires openrouter account access. About 10k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Scientific Schematics and Diagrams Overview Scientific schematics and diagrams transform complex concepts into clear visual representations for publication. This skill uses Nano Banana Pro AI for diagram generation with Gemini 3 Pro quality review. How it works: Describe your diagram in natural language Nano Banana Pro generates publication-quality images automatically Gemini 3 Pro reviews quality against document-type thresholds Smart iteration: Only regenerates if quality is below threshold Publication-ready output in minutes No coding, templates, or manual drawing required Quality Thresholds by Document Type: Document Type Threshold Description --------------- ----------- ------------- journal 8.5/10 Nature, Science, peer-reviewed journals conference 8.0/10 Conference papers thesis 8.0/10 Dissertations, theses grant 8.0/10 Grant proposals preprint 7.5/10 arXiv, bioRxiv, etc. report 7.5/10 Technical reports poster 7.0/10 Academic posters presentation 6.5/10 Slides, talks default 7.5/10 General purpose Simply describe what you want, and Nano Banana Pro creates it. All diagrams are stored in the figures/ subfolder and referenced in papers/posters. Quick Start: Generate Any Diagram Create any scientific diagram by simply describing it. Nano Banana Pro handles everything automatically with smart iteration: What happens behind the scenes: 1. Generation 1: Nano Banana Pro creates initial image following scientific diagram best practices 2. Review 1: Gemini 3 Pro evaluates quality against document-type threshold 3. Decision: If quality >= threshold → DONE (no more iterations needed!) 4. If below threshold: Improved prompt based on critique, regenerate 5. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/scientific-schematics