Content Analyzer Skill

Any content → structured analysis report with actionable insights

Trigger

When user sends content (URL, text, or transcript) with analysis intent:

/analyze [URL]
"Analyze this article"
"What are the key takeaways?"
Auto-triggered after video/podcast transcription (from video skill)

Pipeline

Step 1: Get Content

Choose tool based on input type:

Input	Tool
Tweet URL	`fetch_tweet` or Jina Reader
Web URL	`WebFetch` or Jina Reader
Local file	Read file directly
Transcript from video skill	Use directly

Step 2: Multi-Dimensional Analysis

Scan content across these dimensions. Only output dimensions with actual content — skip empty ones.

## 📖 Summary

[1-3 sentence core thesis]

**Source**: [author/publisher] · [date]
**Type**: [tweet/article/video/podcast/report]

---

## 💡 Key Insights

### 🎯 Core Arguments
- **Thesis**: [Main argument or finding]
- **Evidence**: [Supporting data or reasoning]
- **Strength**: [How convincing? What's missing?]

### 🤖 Tools & Methods
- **What**: [Tools, frameworks, or techniques mentioned]
- **How**: [How they're used or applied]
- **Relevance**: [Could you use this?]

### ⚙️ Workflow Ideas
- **Optimization**: [Process improvements mentioned]
- **Automation**: [What could be automated]
- **Integration**: [How to fit into existing workflow]

### 📊 Data & Numbers
- **Key metrics**: [Important numbers mentioned]
- **Trends**: [Patterns in the data]
- **Gaps**: [What data is missing]

### ⚠️ Risks & Warnings
- **Pitfalls**: [Explicitly mentioned risks]
- **Blind spots**: [What the author might be missing]
- **Counter-arguments**: [Alternative perspectives]

### 🔗 Resources
- **Tools/APIs**: [Mentioned tools or data sources]
- **People**: [Worth following or referencing]
- **Further reading**: [Related content]

### 🧠 Mental Model Shifts
- **Before**: [Common assumption]
- **After**: [New understanding from this content]
- **Impact**: [How this changes decisions]

---

## ✅ Action Items

### Quick Wins (< 30 min)
- [ ] [Action 1] — Impact: ★★★★ | Effort: Easy
- [ ] [Action 2] — Impact: ★★★ | Effort: Easy

### Deeper Work (1-3 hours)
- [ ] [Action 3] — Impact: ★★★ | Effort: Medium
- [ ] [Action 4] — Impact: ★★ | Effort: Medium

### Exploration (needs validation)
- [ ] [Action 5] — Impact: ★★★ | Effort: Hard | Nature: Exploratory

Step 3: Personalized Relevance (Customizable)

Map insights to YOUR context. Edit the dimensions below to match your own projects, interests, and systems.

## 🔄 How This Applies to Me

### My Projects
- **[Project A]**: [How this insight connects]
- **[Project B]**: [What I could apply]

### My Knowledge Base
- **Update**: [Which notes/docs to update]
- **New entry**: [What to add to my knowledge system]

### My Decision Log
- **Changed my mind about**: [what and why]
- **Confirmed my belief that**: [what]

Customization: Edit the dimensions in Step 2 and Step 3 to match your own domain. A trader might add "Market Impact" and "Risk Assessment". A developer might add "Architecture Patterns" and "Tech Debt". Make it yours.

Output Modes

Mode	Trigger	Output
Full (default)	`/analyze [URL]`	All dimensions
Sparse	`/analyze [URL] --sparse`	Only hit dimensions, skip empty
Brief	`/analyze [URL] --brief`	Action items only

Best Practices

Scan all dimensions, but don't force-fill — skip empty dimensions cleanly
Actions must be specific — not "learn about X" but "read X docs chapter Y"
Distinguish fact from opinion — mark the author's claims vs verified facts
Source everything — tag where each insight comes from in the original content
ROI awareness — not every action is worth doing, assess effort vs impact

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