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2531 Youtube Analyze A1668835

ASecurity

Analyse YouTube videos by fetching transcripts and generating structured summaries with key takeaways

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  • Added October 11, 2026
documentation

Works with

  • mcp

Security analysis

A100/100

Scanned October 11, 2026

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SKILL.md
---
description: Analyse YouTube videos by fetching transcripts and generating structured summaries with key takeaways
model: sonnet
---

# /youtube-analyze

Analyse YouTube videos by fetching transcripts and generating structured summaries with key takeaways, timestamps, and knowledge extraction. Creates a reference note capturing the video's core value.

## When to Use This Skill

- Extracting key insights from conference talks or webinars
- Creating structured notes from technical tutorials
- Summarising long-form video content for quick reference
- Building a library of video-sourced knowledge
- Capturing frameworks and methodologies presented in talks

## Usage

```
/youtube-analyze <youtube-url> [--depth quick|standard|deep] [--focus concepts|frameworks|actions]
```

### Parameters

| Parameter  | Description                                           | Required |
|------------|-------------------------------------------------------|----------|
| `url`      | YouTube video URL                                     | Yes      |
| `--depth`  | Analysis depth (default: `standard`)                  | No       |
| `--focus`  | What to emphasise in extraction (default: all)        | No       |

## Instructions

### Phase 1: Fetch Video Information

1. **Get video metadata** — Use MCP YouTube tools if available, or WebFetch:
   - Title, channel, duration, publish date, description
   - View count and like count (if available)
2. **Get transcript** — Fetch the full transcript with timestamps
   - If MCP YouTube tools are available, use `get_timed_transcript`
   - Otherwise, use WebFetch or alternative transcript sources
3. **Assess content** — Determine the video type:
   - Conference talk, tutorial, interview, panel, demo, review

### Phase 2: Analyse Content

Process the transcript to extract:

1. **Key topics** — Main subjects discussed (with timestamps)
2. **Core arguments** — The presenter's main points and thesis
3. **Frameworks and models** — Any structured frameworks introduced
4. **Concepts defined** — New terms or concepts explained
5. **Tools and technologies** — Specific tools mentioned
6. **Actionable takeaways** — Practical advice the viewer can act on
7. **Quotes** — Notable quotations worth preserving
8. **References** — Books, papers, tools, or resources mentioned

### Phase 3: Generate Reference Note

Create a structured reference note with the analysis.

## Output Format

```markdown
---
type: Reference
title: "Reference - <Video Title>"
referenceType: youtube
created: YYYY-MM-DD
url: "<youtube-url>"
channel: "<Channel Name>"
duration: "<HH:MM:SS>"
publishDate: YYYY-MM-DD
tags: [content/youtube, domain/relevant-tag]
summary: "<One-line summary>"
---

# <Video Title>

> **Channel:** <Channel Name> | **Duration:** <HH:MM:SS> | **Published:** YYYY-MM-DD
> **URL:** <youtube-url>

## Summary

<2-3 paragraph summary of the video's core message and value>

## Key Takeaways

1. **<Takeaway 1>** — <Brief explanation>
2. **<Takeaway 2>** — <Brief explanation>
3. **<Takeaway 3>** — <Brief explanation>

## Timestamped Topics

| Timestamp | Topic                          | Key Point                    |
|-----------|--------------------------------|------------------------------|
| 00:00     | Introduction                   | <What's covered>             |
| 05:30     | <Topic>                        | <Key point>                  |
| 15:45     | <Topic>                        | <Key point>                  |

## Concepts and Frameworks

### <Framework/Concept Name>
<Description of the framework or concept as explained in the video>

## Notable Quotes

> "<Quote>" — <Speaker> (timestamp)

## Tools and Resources Mentioned

- **<Tool/Resource>** — <Brief description and context>

## Actionable Items

- [ ] <Action the viewer can take>
- [ ] <Action the viewer can take>

## Related Notes

- [[<Related concept or note>]]
```

## Examples

### Example 1: Conference Talk

```
/youtube-analyze https://www.youtube.com/watch?v=abc123 --depth deep
```

Deep analysis of a conference talk, extracting all frameworks, concepts, and actionable advice.

### Example 2: Quick Tutorial Summary

```
/youtube-analyze https://www.youtube.com/watch?v=xyz789 --depth quick
```

Quick summary capturing the main tutorial steps and key takeaways.

### Example 3: Framework Focus

```
/youtube-analyze https://www.youtube.com/watch?v=def456 --focus frameworks
```

Focuses extraction on frameworks and models presented in the video.

---

**Invoke with:** `/youtube-analyze <youtube-url>` to create structured notes from video content

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