tomevault-io 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
Source: runesleo/x-reader — distributed by TomeVault.