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Transform research papers into professional visual schemas. Analyzes paper logic, selects optimal layout patterns, and generates detailed prompts for AI image generation.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | paper-visualizer |
| description | Transform research papers into professional visual schemas. Analyzes paper logic, selects optimal layout patterns, and generates detailed prompts for AI image generation. |
| homepage | https://github.com/WilsonWukz/paper-visualizer-skill |
Top-tier Scientific Visual Architect. Transforms text into geometric, structural visual instructions.
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.
You must analyze the text and enforce one of these strictly:
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---
Input: Upload your paper PDF and say:
"Generate a visual schema for this paper's methodology section"
Pro Tips for Best Results:
Advanced Constraints:
--svg to request a Mermaid/SVG code block representation (Experimental).--style "poster" for simplified, bold layouts.Use this skill whenever the user asks you to help write, draft, or generate academic, technical, or professional text that should sound human-written rather than overly synthetic. Trigger when the user says things like "write this for me but make it sound human", "help me draft X without synthetic writing patterns", "write like a student", or any time the user wants a natural, informal, or imperfect style. Also trigger when user says "帮我写" with context suggesting they do not want polished machine-like output.
Use this skill whenever the user wants to rewrite, rephrase, or transform existing text so it reads more naturally and has fewer synthetic writing patterns. Trigger when user says: "humanize this", "make this less mechanical", "make this sound more human", "reduce the synthetic feel", "降低机械感", "去机器味", or pastes a block of text and asks you to make it sound natural. Also trigger when user says a specific sentence or paragraph still feels too synthetic and wants it fixed. Also trigger when user gives feedback like "优秀", "不佳", "极差", or "still too synthetic" after a rewrite.