paper-framework-figure-studio-pro
A multi-round co-design skill for publication-ready paper framework diagrams and method overview figures.
Paper Framework Figure Studio Pro is a multi-stage AI skill for computer science researchers creating publication-ready architecture diagrams, method overviews, and workflow figures. It guides ChatGPT through a structured six-stage workflow (S0–S5) that first audits semantic graphs and prompt contracts, then generates multiple candidate visualizations in two rounds—first exploratory drafts (C01–C04), then refined formal candidates (F01–F02). Designed primarily for ChatGPT Web (chat and work modes), it emphasizes "random beauty under contractual constraints" by pre-validating structured prompts before image generation, ensuring diagrams meet ACM/IEEE/AAAI publication standards.
Key Features
Use Cases
- 01Generating method overview diagrams for computer science conference papers (ACM, IEEE, AAAI)
- 02Creating architecture diagrams for deep learning models and neural network pipelines
- 03Designing multi-stage workflow visualizations for agent systems and AI frameworks
- 04Producing publication-ready process flowcharts with controlled terminology and visual consistency
- 05Exploring multiple candidate layouts before manually redrawing final figures in vector tools
- 06Adapting the skill to other academic fields by replacing domain knowledge sources
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paper-framework-figure-studio-pro — FAQ
What is Paper Framework Figure Studio Pro?+
It is an AI skill for ChatGPT that generates publication-ready framework diagrams for computer science papers through a structured six-stage workflow. It produces multiple candidate figures (exploratory and formal rounds) that researchers can compare, refine, and manually redraw.
How do I install and use this skill?+
Upload the paper-framework-figure-studio-pro-v3.2.15f-skill.zip file and your target PDF paper to ChatGPT Web project Sources. Start with a prompt like 'Please strictly follow the skill steps in sources/paper-framework-figure-studio-pro-v3.2.15f-skill.zip to draw a diagram for sources/[yourpaper.pdf].' Switch to 'Create image' mode when prompted.
Which AI clients does this work with?+
This skill is designed for ChatGPT Web (chat and work modes). Version 3.2.15f requires image-generation capabilities that accept image inputs, which Codex image gen (text) does not support. Cursor and subagent collaboration versions are planned.
Do I need API keys or a paid account?+
You need access to ChatGPT Web with image-generation capabilities (GPT-5.5 or GPT-5.6 Sol recommended, extra high quality setting). Work mode may consume significant tokens. No separate API keys are required.
Is this skill free to use?+
Yes, the skill itself is released under the MIT-0 License and is free to use, modify, and redistribute. However, you need a ChatGPT subscription that includes image generation.
What if image generation gets stuck or interrupted?+
You can resume from the latest checkpoint ZIP file in a new session, or scroll back to the previous stage prompt, click edit, and resubmit it. Use the repair prompt provided in the README to complete incomplete checkpoint files.
How do I install paper-framework-figure-studio-pro?+
Open the source repository on GitHub and follow its README. paper-framework-figure-studio-pro is a skill — MCP Agents Market links you directly to the official repo.
Is paper-framework-figure-studio-pro free?+
paper-framework-figure-studio-pro is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.