/install deep-article-analysis
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:
| Model | Purpose | When to Use |
|---|---|---|
| SCQA Framework | Grasp the logical thread of the article | When needing to clarify article structure |
| 5W2H Analysis | Comprehensive information scanning | When systematically gathering information |
| First Principles | Trace back to the source | When needing to understand the essence |
| Six Thinking Hats | All-around evaluation | When examining from multiple perspectives |
| Critical Thinking | Argument assessment | When evaluating reliability |
| Systems Thinking | Complex system analysis | When analyzing interrelated factors |
| Reverse Thinking | Identify weaknesses | When questioning or refining arguments |
| Mental Models | Framework examination | When cognitive framework analysis is needed |
| Comparison Matrix | Option comparison | When comparative analysis is needed |
| Inversion Thinking | Risk prevention | When 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:
## 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 Framework5w2h.md- 5W2H Analysisfirst-principles.md- First Principlessix-thinking-hats.md- Six Thinking Hatscritical-thinking.md- Critical Thinkingsystems-thinking.md- Systems Thinkingreverse-thinking.md- Reverse Thinkingmental-models.md- Mental Modelscomparison-matrix.md- Comparison Matrixinversion-thinking.md- Inversion Thinkingindex.md- Navigation Index
Selectively load the corresponding reference documents based on analysis needs.
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install deep-article-analysis - 安装完成后,直接呼叫该 Skill 的名称或使用
/deep-article-analysis触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
Deep Article Analysis 是什么?
Conduct in-depth analysis and interpretation of articles, extracting core viewpoints, key data, and deep insights. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 30 次。
如何安装 Deep Article Analysis?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install deep-article-analysis」即可一键安装,无需额外配置。
Deep Article Analysis 是免费的吗?
是的,Deep Article Analysis 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Deep Article Analysis 支持哪些平台?
Deep Article Analysis 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Deep Article Analysis?
由 OpenLark(@openlark)开发并维护,当前版本 v1.0.0。