paper-illustration

Generate academic paper figures via Claude, Gemini, and renderer workflows.

1|Updated May 14, 2026
One-click install
npx skills add https://github.com/lix965996-art/MMM --skill paper-illustration-lix965996-art
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-illustration
Source: https://github.com/lix965996-art/MMM/tree/main/resources/app/skills/paper-illustration
Command: npx skills add https://github.com/lix965996-art/MMM --skill paper-illustration-lix965996-art

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you turn a research request into publication-quality academic figures by running a multi-stage generation and enforcing strict visual verification, so your diagrams meet conference-style requirements.

Core Features & Use Cases

  • Multi-stage figure generation: Uses a Claude-led planning step plus Gemini-assisted layout optimization and CVPR/NeurIPS style verification, then renders the final diagram.
  • Strict visual review loop: Performs mandatory, itemized checks (especially arrow directions, block content correctness, readability, and print-friendliness) and iteratively refines until quality is high (target score ≥ 9).
  • Supports common paper figure types: Best for architecture diagrams, method illustrations, and conceptual figures where you need clean, academic visuals (not photo-realistic images or statistical plots).

Quick Start

Use the paper-illustration skill to generate a CVPR-style pipeline diagram by providing a description of the components, data flow, and visual constraints.

Frequently Asked Questions about paper-illustration

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate publication-ready academic diagrams for a CVPR paper?

Yes, it performs mandatory itemized visual reviews checking arrow directions, block content correctness, readability, and print-friendliness. It iteratively refines the diagram until the quality target score reaches 9 or above.

Can I use this to create method illustrations and conceptual architecture diagrams?

Yes, it supports common paper figure types including architecture diagrams, method illustrations, and conceptual figures. It is optimized for clean academic visuals rather than photo-realistic images or statistical plots.

What is the best way to ensure arrow direction verification in academic pipeline illustrations?

The best way to verify arrow directions in pipeline illustrations is using the built-in strict visual review loop. It performs mandatory checks on arrow directions and block content correctness, iteratively refining until quality is high.

Does the academic figure generation process support iterative refinement for layout optimization?

Yes, the academic figure generation process requires a strict iterative loop. It applies layout optimization, style verification, image rendering, and a mandatory visual review with scoring and refinement up to a maximum iteration count.

When should I not use this approach for generating academic paper figures?

You should not use this approach for generating photo-realistic images or statistical plots. It is specifically designed for architecture diagrams, method illustrations, and conceptual figures where clean academic visuals are required.