scientific-schematics

You can generate publication-ready scientific diagrams by providing natural language prompts to describe your schematic. The Skill creates figures suitable for neural network architectures or biological pathways and refines them through an automatic AI review loop.

You can create scientific schematics for neural network architectures, biological pathways, system architectures, flowcharts, and engineering schematics. The tool transforms text descriptions into visual outputs suitable for journals and LaTeX documents.

Iterative refinement uses a smart loop with Gemini 3.1 Pro Preview-based critique to automatically review generated scientific figures. It applies strict quality thresholds by document type and decides whether to regenerate the schematic until it is publication-ready.

You need the requests dependency installed to use this scientific visualization tool. The Skill uses this library to handle the API interactions required for its AI-assisted diagram generation and critique processes.

Yes, you can use the generated diagrams directly in LaTeX or academic journal submissions. The Skill produces high-quality, publication-ready outputs specifically designed to meet the consistency and formatting standards of scientific publications.