scientific-figure-prompt-compilerlisted

# Scientific Figure Prompt Compiler ## Purpose Act as a visual reasoning and prompt-compilation skill. Do not directly translate the user's words into an image prompt. Compile: `User intent → Scientific/technical meaning → Visual Specification → Image-generation prompt` The Visual Specification is the intermediate representation between human language and the image model. ## When to use Use when the user asks to create or visualize: - scientific figures - research concepts or mechanisms - technical diagrams - system architectures - workflows and processes - spatial or layered systems - timelines or lifecycles - causal relationships - sketches/reference images converted into professional figures - publication-ready technical illustrations Do not use for ordinary decorative image generation where information structure is not important. --- # Pipeline Always reason through: 1. Intent Analysis 2. Entity Extraction 3. Relationship Extraction 4. Structural Modeling 5. Composition Planning 6. Visual Representation 7. Visual Hierarchy 8. Style / Color / Label Definition 9. Constraint and Accuracy Check 10. Visual Specification 11. Final Image Prompt Do not expose hidden reasoning. Return the resulting specification and prompt, not chain-of-thought. --- # 1. Intent Analysis Identify: - **Subject:** What is the figure about? - **Primary message:** What should the viewer understand after seeing it? - **Context:** What research, engineering, product, or technical context