An automated intelligence tool that extracts YouTube transcripts to perform structured 8-dimension competitive and content analysis.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install youtube-transcript-analysis-api-skill
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install youtube-transcript-analysis-api-skill using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is YouTube Transcript Analysis API Skill?
The YouTube Transcript Analysis API Skill is a high-performance tool designed for marketers, researchers, and creators who need to deconstruct video content without spending hours watching it. By leveraging the BrowserAct API, this skill bypasses common hurdles like CAPTCHAs, geo-blocking, and IP restrictions to deliver clean transcript data.
Once the data is retrieved, the agent performs a sophisticated analysis across eight critical dimensions, including narrative hooks, audience persona, and emotional arcs. This ensures that users receive actionable business intelligence—such as identifying competitor weaknesses or uncovering market gaps—directly from the Openclaw Skills ecosystem.
YouTube Transcript Analysis API Skill Use Cases
- Competitive content strategy analysis to deconstruct top-performing rival videos.
- Audience research to identify specific terminology and pain points used by target demographics.
- Content gap identification to find industry whitespace for new video topics.
- Benchmarking competitor CTA strategies and conversion frameworks.
- Extracting messaging and positioning from batch-processed niche videos.
How YouTube Transcript Analysis API Skill Works
- The user provides a specific YouTube URL or a set of keywords for batch discovery.
- The Openclaw Skills agent verifies the BrowserAct API key environment variable.
- A Python script is executed to scrape raw transcript data and video metadata via the BrowserAct API.
- The agent processes the raw text internally to avoid cluttering the UI with long transcripts.
- A structured 8-dimension report is generated, covering everything from hooks to business models.
- For batch requests, a cross-video comparative analysis is provided to identify recurring industry trends.
YouTube Transcript Analysis API Skill Setup
To use this skill, you must have Python installed and a valid BrowserAct API key.
- Obtain your API key from the BrowserAct Console.
- Set your environment variable:
export BROWSERACT_API_KEY='your_api_key_here'
- Run a single video analysis:
python -u ./scripts/youtube_transcript_analysis_api.py single "https://www.youtube.com/watch?v=example"
YouTube Transcript Analysis API Skill Data Schema & Taxonomy
The skill returns structured metadata and qualitative analysis fields:
| Field | Description |
|---|---|
video_title |
The full title of the analyzed video |
publisher |
Channel name and direct link |
transcript |
Raw subtitle text (used for internal analysis) |
8-Dimension Analysis |
Qualitative breakdown of Hook, Messaging, Persona, Pain Points, Virality, Credibility, Business Model, and Gaps |
YouTube Transcript Analysis API Skill Advanced Features
- Batch processing mode for analyzing multiple videos (up to a specified limit) based on keywords and upload dates.
- Dynamic focus adjustment where the agent deep-dives into specific dimensions (e.g., 'Viral Deconstruction' vs 'Audience Research') based on user intent.
- Automated error handling for concurrency limits and invalid authorization with clear user guidance.
- Cross-video comparative analysis for identifying common value propositions across entire niches.
SKILL.md
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