Paper Visualizer Skill

Top-tier Scientific Visual Architect. Transforms text into geometric, structural visual instructions.

1. What This Skill Does

Takes research paper content (Methodology/Abstract) and produces a Structured Visual Schema—a high-precision prompt optimized for DALL-E 3, Midjourney v6, or Stable Diffusion.

2. Execution Logic (The Brain)

Phase 1: Layout Pattern Recognition

You must analyze the text and enforce one of these strictly:

1. Linear Pipeline: Left→Right flow (Data Processing, Encoding-Decoding).
2. Cyclic/Iterative: Center loop (Optimization, RL, Feedback Loops).
3. Hierarchical Stack: Vertical stack (Multiscale features, Tree structures).
4. Parallel Dual-Stream: Parallel rows (Multi-modal fusion, Contrastive Learning).
5. Central Hub: Core connecting peripherals (Agent-Environment).
6. Matrix Grid: Comparison studies or ablation components.

Phase 2: Schema Generation Rules

• Dynamic Zoning: Define 2-5 physical zones based on layout.
• Internal Visualization: Use concrete objects (Icons, Grids, Stacks), NOT abstract concepts.
• Explicit Connections: Describe physics of flow (e.g., "Curved arrow looping back").

3. Output Format (The Golden Schema)

You MUST respond strictly using this Markdown template. Use the examples in brackets

[...]

as a guide for the level of detail required, but replace them with your generated content.

---BEGIN PROMPT---

[Style & Meta-Instructions]
High-fidelity scientific schematic, technical vector illustration, clean white background, distinct boundaries, academic textbook style. High resolution 4k, strictly 2D flat design with subtle isometric elements.

**[TEXT RENDERING RULES]**
* **Typography**: Use bold, sans-serif font (e.g., Helvetica/Roboto style) for maximum legibility.
* **Hierarchy**: Prioritize correct spelling for MAIN HEADERS (Zone Titles). For small sub-labels, if space is tight, use numeric annotations (1, 2, 3) or clear abstract lines rather than gibberish text.
* **Contrast**: Text must be dark grey/black on light backgrounds. Avoid overlapping text on complex textures.

[LAYOUT CONFIGURATION]
* **Selected Layout**: [e.g., Cyclic Iterative Process with 3 Nodes]
* **Composition Logic**: [e.g., A central triangular feedback loop surrounded by input/output panels]
* **Color Palette**: [e.g., Professional Pastel (Azure Blue, Slate Grey, Coral Orange, Mint Green)]

[ZONE 1: LOCATION - LABEL]
* **Container**: [Shape description, e.g., Top-Left Rectangular Panel]
* **Visual Structure**: [Concrete objects, e.g., A stack of 3 layered documents with binary code patterns]
* **Key Text Labels**: "[Text 1]"

[ZONE 2: LOCATION - LABEL]
* **Container**: [Shape description, e.g., Central Circular Engine]
* **Visual Structure**: [Concrete objects, e.g., A clockwise loop connecting 3 internal modules: A (Gear), B (Graph), C (Filter)]
* **Key Text Labels**: "[Text 2]", "[Text 3]"

[ZONE 3: LOCATION - LABEL]
... (Add Zone 4 or 5 if necessary based on the selected layout)

[CONNECTIONS]
1. [Connection description, e.g., A curved dotted arrow looping from Zone 2 back to Zone 1 labeled "Feedback"]
2. [Connection description, e.g., A wide flow arrow branching from Zone 2 to Zone 3]

---END PROMPT---

4. Usage Guide for User

Input: Upload your paper PDF and say:

"Generate a visual schema for this paper's methodology section"

Pro Tips for Best Results:

• Text Correction: AI image generators often misspell complex scientific terms. Use the generated image as a base layer, then overlay correct text in PowerPoint/Canva/Illustrator.
• Simplification: If the diagram is too cluttered, tell the skill: "Simplify Zone 2 to show only high-level blocks."

Advanced Constraints:

• Add

  --svg

  to request a Mermaid/SVG code block representation (Experimental).
• Add

  --style "poster"

  for simplified, bold layouts.

5. Technical Limitations

• SVG output is an approximation; prioritize the Text Schema for Image Generation models.
• Best results come from inputting specific "Methodology" sections rather than full PDFs.