Individual skill
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 'analyze this article,' 'help me understand,' 'deep dive into,' 'extract insights from,' 'use [framework name],' or when users provide URLs/long-form content for analysis.
deep-reading-analyst/SKILL.md
Source commit ba6f50c5724d88130ecb3a3685d0d947dc026454
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- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
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- Repository stars (not skill ratings)
- 286
- Repository last updated
- May 15, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- writing Derived category
- productivity Derived category
- education Derived category
- productivity-notes Derived category
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SKILL.mdcore · 15,255 bytesSKILL.mdcore · 15,255 bytesSKILL.mdcore · 15,255 bytesreferences/5w2h_analysis.mddoc · 9,040 bytesreferences/comparison_matrix.mddoc · 8,886 bytesreferences/critical_thinking.mddoc · 3,297 bytesreferences/first_principles.mddoc · 4,460 bytesreferences/inversion_thinking.mddoc · 8,710 bytesreferences/mental_models.mddoc · 8,670 bytesreferences/output_templates.mddoc · 7,644 bytesreferences/scqa_framework.mddoc · 11,733 bytesreferences/six_hats.mddoc · 7,884 bytesreferences/systems_thinking.mddoc · 5,686 bytes
Read excerpt
# 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
