paper-to-intuition

Transform academic papers into layered explanations and interactive HTML intuition diagrams.

3|Updated Dec 8, 2025

Search Tags:#research #visualization #explanation #teaching #paper #intuition

Ready to run

npx skills add https://github.com/GhostScientist/skills --skill paper-to-intuition

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: paper-to-intuition
Source: https://github.com/GhostScientist/skills/tree/main/skills/paper-to-intuition
Command: npx skills add https://github.com/GhostScientist/skills --skill paper-to-intuition

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill transforms dense academic papers into genuine understanding by producing layered explanations (ELI5 to researcher) and visual intuition diagrams that clarify complex concepts.

Core Features & Use Cases

Layered Explanations Ladder: generates explanations at four levels, building on each other.
Visual Intuition Artifact: produces an interactive HTML visualization of architecture and key concepts.
What Breaks? Analysis: evaluates limitations and failure modes of core components.
Use Cases: teaching, research briefings, and rapid concept adoption across domains.

Quick Start

Provide the paper's title or arXiv link and I will generate multi-level explanations plus a visual intuition artifact.

Frequently Asked Questions about paper-to-intuition

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

FAQPage Schema

How do I explain complex academic papers to non-experts?▼

To explain complex academic papers to non-experts, this skill generates a layered explanation ladder, building understanding from ELI5 to researcher level. It breaks down dense concepts into progressively detailed steps tailored for varied audiences.

What is the best way to build visual intuition for research papers?▼

The best way to build visual intuition for research papers is using a tool that generates interactive HTML artifacts. This skill produces visual intuition diagrams that map out paper architecture and clarify complex concepts visually.

How do I analyze the limitations of a research paper's methodology?▼

To analyze the limitations of a research paper's methodology, this skill performs a 'What breaks?' analysis. It evaluates the failure modes and limitations of core components to assess where the paper's concepts might break down.

Can I generate multi-level explanations from an arXiv link?▼

Yes, you can generate multi-level explanations from an arXiv link. Simply provide the arXiv link or paper title, and the skill transforms the academic paper into structured, multi-level understanding across four tiers.

Does this approach work for teaching concepts across different disciplines?▼

Yes, this approach works for teaching concepts across different disciplines. The skill evaluates core concepts and generates explanations designed for rapid concept adoption across varied domains and audiences.