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.
7.7
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Excellent skill for AI-powered scientific diagram generation with smart iterative refinement. The description is comprehensive and clearly explains the Nano Banana Pro + Gemini 3 Pro workflow with document-type-specific quality thresholds and early stopping. Task knowledge is strong with detailed prompt engineering guidance, command-line examples, and Python API documentation. Structure is good with clear sections, though SKILL.md is somewhat lengthy (could delegate more to referenced files). Novelty is moderate-to-good: while AI image generation exists, the specialized scientific diagram focus with automatic quality review, smart iteration based on publication standards, and domain-specific prompt engineering adds meaningful value for researchers. The skill would save researchers significant time and API costs compared to manual prompting and iteration. Minor deductions for structure (could be more concise) and novelty (AI diagram generation is becoming common, though the scientific specialization and smart iteration system are differentiators).
K-Dense-AI
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