scientific-schematics

You can generate publication-quality scientific schematics by running the generator script with a natural-language prompt. The tool automatically iterates on the design and enforces typography, labeling, and accessibility standards for professional visuals.

Yes, you can create neural network architectures, system diagrams, flowcharts, and biological pathways automatically. The Skill accepts simple text prompts and applies iterative refinement to render complex scientific structures accurately.

Yes, the tool supports iterative refinement with document-type aware thresholds for journals, conferences, and posters. It uses Gemini 3 Pro quality reviews to stop regenerating diagrams automatically once the specific quality threshold is reached.

You need to install the requests and python-dotenv dependencies and configure your environment. Once setup is complete, you can run the Python generator script with your text prompt to output vector-friendly figures.

Yes, the exported scientific schematics are vector-friendly and accessible. The tool enforces Okabe-Ito color standards, proper typography, and clear labeling to ensure diagrams meet professional publication and accessibility requirements.

Diagram generation stops automatically once it meets the document-type aware quality thresholds. The tool provides a transparent iterative workflow and a detailed review log, allowing you to verify if the output meets your specific standards.