How do I provide a paper to the Paper to Intuition skill?

You can provide the skill with an arXiv link, a path to a PDF file, or simply the full title of the research paper you wish to analyze.

What is included in the Explanation Ladder?

The ladder provides four distinct levels of detail: ELI5 (no jargon), Undergraduate (basic technical terms), Graduate (fundamental theory and equations), and Researcher (limitations and open questions).

Does this skill help with understanding mathematical equations?

Yes, it specifically breaks down LaTeX equations by translating them into plain English and explaining the purpose of every symbol and term.

What kind of visual aids does it generate?

It generates a self-contained HTML file featuring SVG architecture diagrams, interactive parameter sliders, and before/after comparisons of the research method.

Paper to Intuition

Name: Paper to Intuition
Author: GhostScientist

byGhostScientist

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学习与文档

Translates complex academic papers into multi-level explanations and interactive visual diagrams to build deep technical intuition.

Paper to Intuition is a specialized Claude Code skill designed to bridge the gap between dense academic research and practical engineering application. It processes technical papers from sources like arXiv to generate an 'Explanation Ladder' that scales from ELI5 analogies to high-level researcher insights. Beyond simple summarization, the skill produces interactive HTML/SVG visualizations and conducts 'What Breaks?' stress tests to reveal the underlying trade-offs and dependencies of a paper's methodology, making it indispensable for developers and researchers mastering new domains.

主要功能

01Support for arXiv links, local PDFs, and research paper titles

02Structural analysis of failure modes and component trade-offs

03Generation of interactive HTML/SVG visual intuition diagrams

041 GitHub stars

05Multi-layered 'Explanation Ladder' spanning four distinct expertise levels

06Plain-English breakdowns of complex LaTeX equations and mathematical terms

使用场景

01Creating educational materials or technical presentations from research

02Quickly onboarding to a new machine learning architecture or technical field

03Translating academic theory into implementable engineering logic

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ghostscientist/skills paper-to-intuition

For use in Claude.ai and ChatGPT

Download Skill