Deep Article Analysis#

Overview#

Provides systematic article analysis methods and thinking tools to help extract core viewpoints, key data, and deep insights from complex articles. Comprehensively applies 10+ thinking models: SCQA Framework, 5W2H Analysis, First Principles, Six Thinking Hats, Critical Thinking, Systems Thinking, Reverse Thinking, Mental Models, Comparison Matrix, Inversion Thinking, and more. Suitable for deeply understanding complex articles, analyzing argumentative logic, and extracting actionable insights from reading materials.

Use Cases#

Article analysis, report interpretation, argument evaluation, deep reading, insight extraction.

Thinking Model Overview#

The skill is accompanied by reference documents for 10+ thinking models:

ModelPurposeWhen to UseSCQA FrameworkGrasp the logical thread of the articleWhen needing to clarify article structure5W2H AnalysisComprehensive information scanningWhen systematically gathering informationFirst PrinciplesTrace back to the sourceWhen needing to understand the essenceSix Thinking HatsAll-around evaluationWhen examining from multiple perspectivesCritical ThinkingArgument assessmentWhen evaluating reliabilitySystems ThinkingComplex system analysisWhen analyzing interrelated factorsReverse ThinkingIdentify weaknessesWhen questioning or refining argumentsMental ModelsFramework examinationWhen cognitive framework analysis is neededComparison MatrixOption comparisonWhen comparative analysis is neededInversion ThinkingRisk preventionWhen preventing failure

Full index: references/index.md

Core Workflow#

1. Quick Scan (5W2H)#

First, comprehensively scan the basic information of the article using 5W2H:

• What: Core topic / event of the article
• Why: Causes and background
• Who: Individuals and audience involved
• When: Timeline
• Where: Location / platform / scenario
• How: Methods / mechanisms / processes
• How much: Data / degree / scale

2. Structure Extraction (SCQA)#

Grasp the logic of the article using the SCQA framework:

• Situation: Background context
• Complication: Core conflict / problem
• Question: Key question
• Answer: Author's viewpoint / solution

3. In-Depth Analysis (Select appropriate models)#

Argument Evaluation → Critical Thinking

• Is the evidence sufficient?
• Is the logic valid?
• Are there any logical fallacies?

Essential Inquiry → First Principles

• What is the root cause?
• Are the underlying assumptions reliable?
• Is there a simpler explanation?

Comprehensive Examination → Six Thinking Hats

• What are the facts? (White Hat)
• What are the intuitive feelings? (Red Hat)
• Where are the risks? (Black Hat)
• What are the value opportunities? (Yellow Hat)
• What are the innovative possibilities? (Green Hat)

Systemic Interconnection → Systems Thinking

• Elements and relationships?
• Feedback loops?
• Time delays?

Risk Prevention → Inversion Thinking

• How can we ensure failure?
• What is the greatest risk?
• How can we avoid it?

4. Insight Extraction#

Extract from the analysis:

• Core Viewpoint: Summarize the author's claim in one sentence
• Key Data: Important figures and facts
• Deep Insights: Valuable insights and inspirations
• Actionable Takeaways: Advice that can guide action
• Key Questions: Issues worth further consideration

Output Format#

The analysis report is recommended to include:

text

## Core Viewpoint
[One-sentence summary]

## Key Data
- [Data point 1]
- [Data point 2]

## Deep Insights
### Insight 1
[Specific analysis]

### Insight 2
[Specific analysis]

## Thinking Models Applied
- [List of models used]
- [Key findings from each model]

## Questions for Further Exploration
[Issues worth further discussion]

Resources#

references/#

Directory of thinking model reference documents, containing detailed guides for 10 thinking models:

• scqa.md - SCQA Framework
• 5w2h.md - 5W2H Analysis
• first-principles.md - First Principles
• six-thinking-hats.md - Six Thinking Hats
• critical-thinking.md - Critical Thinking
• systems-thinking.md - Systems Thinking
• reverse-thinking.md - Reverse Thinking
• mental-models.md - Mental Models
• comparison-matrix.md - Comparison Matrix
• inversion-thinking.md - Inversion Thinking
• index.md - Navigation Index

Selectively load the corresponding reference documents based on analysis needs.