deep-reading-analyst
Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading materials, (4) create study notes or learning summaries, (5) compare multiple sources, (6) transform knowledge into practical applications, or (7) apply specific thinking frameworks. Triggered by phrases like
npx skills add majiayu000/claude-skill-registry --skill deep-reading-analyst --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Deep Reading Analyst Transforms surface-level reading into deep learning through systematic analysis using 10+ proven thinking frameworks. Guides users from understanding to application through structured workflows. ## Framework Arsenal ### Quick Analysis (15min) - 📋 **SCQA** - Structure thinking (Situation-Complication-Question-Answer) - 🔍 **5W2H** - Completeness check (What, Why, Who, When, Where, How, How much) ### Standard Analysis (30min) - 🎯 **Critical Thinking** - Argument evaluation - 🔄 **Inversion Thinking** - Risk identification ### Deep Analysis (60min) - 🧠 **Mental Models** - Multi-perspective analysis (physics, biology, psychology, economics) - ⚡ **First Principles** - Essence extraction - 🔗 **Systems Thinking** - Relationship mapping - 🎨 **Six Thinking Hats** - Structured creativity ### Research Analysis (120min+) - 📊 **Cross-Source Comparison** - Multi-article synthesis ## Workflow Decision Tree ``` User provides content ↓ Ask: Purpose + Depth Level + Preferred Frameworks ↓ ┌─────────────────┬─────────────────┬─────────────────┬─────────────────┐ │ Level 1 │ Level 2 │ Level 3 │ Level 4 │ │ Quick │ Standard │ Deep │ Research │ │ 15min │ 30min │ 60min │ 120mi
- Framework Arsenal
- Quick Analysis (15min)
- Standard Analysis (30min)
- Deep Analysis (60min)
- Research Analysis (120min+)
- Workflow Decision Tree
- Step 1: Initialize Analysis
- Framework Selection Guide
- Step 2: Structural Understanding
- Phase 2A: Basic Structure
- Phase 2B: SCQA Analysis (Quick Framework)
- Phase 2C: 5W2H Completeness Check (if Level 1+)
- Step 3: Apply Thinking Models
- Level 1 (Quick - 15 min)
What does the deep-reading-analyst skill do?
Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading materials, (4) create study notes or learning summaries, (5) compare multiple sources, (6) transform knowledge into practical applications, or (7) apply specific thinking frameworks. Triggered by phrases like
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill deep-reading-analyst --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.