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doubao-critical-reading-companion

Analyzes non-academic public texts into traceable critical reading maps with argument reconstruction and fact-checking.

2|Updated Aug 9, 2026
Search Tags:#fact-checking#mermaid#argument analysis#feishu#media literacy#text evaluation#critical reading
One-click install
npx skills add https://github.com/DeepJH/doubao-skill-and-info --skill doubao-critical-reading-companion-deepjh
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: doubao-critical-reading-companion
Source: https://github.com/DeepJH/doubao-skill-and-info/tree/main/skills/doubao-critical-reading-companion
Command: npx skills add https://github.com/DeepJH/doubao-skill-and-info --skill doubao-critical-reading-companion-deepjh

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Readers struggle to identify logical gaps, emotional manipulation, missing evidence, and hidden biases in news articles, opinion pieces, and promotional content. This Skill converts unstructured public texts into traceable critical reading maps that reconstruct argument chains, evaluate evidence quality, and verify key facts. ## Core Features & Use Cases - Argument Reconstruction: Rebuilds the author's strongest argument version (Steelman) with conclusion, reasons, evidence, reasoning links, hidden premises, and validity boundaries. - Multi-Protocol Analysis: Automatically routes between information protocol (news), argumentation protocol (opinion pieces), and persuasion protocol (marketing/advocacy) based on text type. - External Fact-Checking: Verifies high-impact claims against independent sources with strict status labels and per-source traceability. - Use Case: Before sharing a viral opinion article, paste it in to receive a complete reading map showing its strongest points, reasoning breakpoints, fact-check results, and alternative explanations. ## Quick Start Analyze this article critically and give me a reading map with its argument chain, weak points, and fact-check status.

Frequently Asked Questions about doubao-critical-reading-companion

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

FAQPage Schema
How do I critically analyze a news article or opinion piece?▼

Paste the article text, URL, PDF, or DOCX and request a critical reading map. The analysis reconstructs the argument chain, evaluates evidence and hidden premises, fact-checks key claims, and outputs a structured map with source locations.

What is the difference between quick mode and full interpretation mode?▼

Quick mode outputs only the core viewpoint, strongest evidence, biggest concern, and fact-check status. Full mode produces complete argument cards, a fact-check table, Mermaid diagrams, and sections on missing perspectives and improvement suggestions.

Can this skill fact-check claims in an article?▼

Yes, it verifies high-impact checkable facts against independent external sources and records source title, publisher, date, and link per claim. When no reliable source is available, it marks items as pending verification instead of asserting conclusions.

When should I not use critical reading analysis?▼

Avoid it for simple summarization, translation, or polishing tasks, and for academic paper review, which is handled by dedicated paper-reading skills. It also refuses non-neutral requests like taking sides or fabricating evidence.

Does the reading map support Mermaid diagrams and Feishu documents?▼

Full mode requires a Mermaid flowchart of the argument structure when outputting Markdown or Feishu documents. Word documents do not support Mermaid, so plain text structure diagrams are used instead.

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