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py-xray-article

Extract the real question, core argument, and cognitive frame from non-academic articles.

Updated Apr 6, 2026
Search Tags:#structure#cognition#critical-reading#xray#article-analysis#cognitive-collision#nonacademic
One-click install
npx skills add https://github.com/fantay0312/fantayspec --skill py-xray-article
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: py-xray-article
Source: https://github.com/fantay0312/fantayspec/tree/main/shared/skills/skills-all/py-xray-article
Command: npx skills add https://github.com/fantay0312/fantayspec --skill py-xray-article

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

X-ray scans articles (blog posts, essays, opinion pieces) to extract the real question and cognitive collisions. Use when user shares a non-academic article URL or text for deep structural analysis. Do NOT use for academic papers (use py-xray-paper) or books (use py-xray-book).

Core Features & Use Cases

  • Extract the real question, core argument, and cognitive frame from non-academic texts.
  • Produce ASCII cognitive-collision cards to visualize thinking and decision points.
  • Provide a concise takeaway and a structured report ready for review or notes.

Quick Start

Provide a non-academic article URL or pasted text, and I will return the article’s real question plus a cognitive-collision card.

Frequently Asked Questions about py-xray-article

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

FAQPage Schema
How do I extract the core argument from an article?▼

To extract the core argument, you provide a non-academic article URL or pasted text, and the tool identifies the author's true question and argumentative skeleton to generate a structured analysis report.

What is a cognitive-collision card in article analysis?▼

A cognitive-collision card is an ASCII visualization of an article's thinking and decision points. It highlights the real questions and cognitive frames within non-academic texts for quick structural review.

Can I use this for academic papers and books?▼

No, you cannot use this for academic papers or books. You should use py-xray-paper for academic papers and py-xray-book for books, while this tool specifically targets non-academic articles like blogs and essays.

How do I analyze the structure of a blog post?▼

To analyze the structure of a blog post, paste the text or share the URL. The tool produces a portable, frontmatter-driven report including a delta assessment and a concise takeaway of the article's cognitive frame.

Does article analysis work with pasted text or only URLs?▼

Article analysis works with both pasted text and URLs. You can input either format from blogs, essays, or opinion pieces to receive the structured report and ASCII cognitive-collision cards.

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