deep-reading-analyst

Analyze articles and long-form content using multiple thinking models to generate study notes and summaries.

183|58|Updated Feb 11, 2026
One-click install
npx skills add https://github.com/nicepkg/auto-company --skill deep-reading-analyst-nicepkg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deep-reading-analyst
Source: https://github.com/nicepkg/auto-company/tree/main/.claude/skills/deep-reading-analyst
Command: npx skills add https://github.com/nicepkg/auto-company --skill deep-reading-analyst-nicepkg

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Transforms surface-level reading into structured, deep analysis of articles, papers, and long-form content using a suite of thinking models.

Core Features & Use Cases

  • Quick Analysis (15min): SCQA and 5W2H quick checks to identify core arguments, gaps, and assumptions.
  • Standard Analysis (30min): Critical thinking and inversion to assess argument quality, evidence, and risk.
  • Deep Analysis (60min): Mental models, first principles, systems thinking, and Six Thinking Hats for multi-lens insights.
  • Research Analysis (120min+): Cross-source comparison via web research and synthesis across sources.
  • Output formats: learning notes, argument analyses, decision briefs, and integrated syntheses.

Quick Start

Paste content or a URL to begin a deep-reading session and select your preferred depth.

Frequently Asked Questions about deep-reading-analyst

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

FAQPage Schema
How do I analyze articles using mental models and critical thinking?

You can analyze articles deeply by applying mental models and critical thinking frameworks to extract core arguments, evaluate evidence, and generate actionable decision briefs. This Skill structures the deep-reading process across multiple thinking lenses.

What is the best way to use SCQA and 5W2H for deep reading?

Using SCQA and 5W2H for deep reading provides a quick 15-minute check to identify core arguments, underlying assumptions, and logical gaps within long-form content. These analysis frameworks structure your initial learning notes and summaries.

Can I apply systems thinking and first principles to evaluate long-form content?

Yes, you can apply systems thinking and first principles during a 60-minute deep analysis to assess argument quality and risk. These mental models enable multi-lens insights and cross-source synthesis for comprehensive research outputs.

How do I synthesize cross-source research from multiple articles?

You synthesize cross-source research by running a 120-minute+ analysis that compares web research and integrates insights across multiple sources. This process yields integrated syntheses and reference-ready decision briefs.

Does deep reading with analysis frameworks work for academic papers?

Deep reading with analysis frameworks works effectively for academic papers by transforming surface-level reading into structured evaluations of arguments and evidence. The guided workflow outputs learning notes and argument analyses suited for academic research.