An intelligent content repurposing engine that transforms YouTube educational videos into comprehensive, multi-channel marketing packs and ClawLite-compatible assets.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install clawlite-video-content-engine
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 clawlite-video-content-engine 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 ClawLite Video Content Engine?
The ClawLite Video Content Engine is a sophisticated workflow within the Openclaw Skills ecosystem designed to bridge the gap between third-party educational video content and actionable marketing collateral. Rather than simple transcription or plagiarism, this skill treats source videos as learning inputs. It synthesizes complex information into beginner-friendly summaries, practical takeaways, and structured content ready for distribution across multiple social platforms.
By leveraging an ingestion layer like NotebookLM, the engine extracts deep understanding from transcripts to build a shared substrate of marketing assets. It specifically focuses on reframing technical or complex concepts through the lens of setup-friction, naturally positioning ClawLite as the solution to implementation hurdles while maintaining high standards of content compliance and creator attribution.
ClawLite Video Content Engine Use Cases
- Repurposing long-form YouTube tutorials into 30-90 second short-form video scripts.
- Generating high-engagement X threads and LinkedIn posts from educational webinars.
- Creating "Too Long; Didn't Watch" (TL;DW) blog summaries for technical content.
- Bridging the gap between complex industry concepts and soft ClawLite product invitations.
- Building a durable library of marketing proof points, hooks, and pain points from authoritative video sources.
How ClawLite Video Content Engine Works
- Capture Context: Extracts metadata and raw transcript data from a source YouTube URL, identifying primary topics and beginner pain points.
- Source Note Construction: Generates a structured note highlighting 3 key takeaways and the core value proposition for a non-expert audience.
- JK Asset Normalization: Converts raw understanding into a reusable "JK marketing asset" layer, which serves as the master reference for all downstream content.
- Angle Translation: Reframes the content into specific marketing angles, such as "setup-friction reframing" or "what matters most."
- Multi-Channel Generation: Simultaneously produces a short-video script, X thread, LinkedIn post, and blog summary based on the normalized assets.
- Asset Promotion: Extracts reusable hooks, pain lines, and proof points from the work-in-progress notes into permanent, durable marketing asset folders.
ClawLite Video Content Engine Setup
To utilize this engine within the Openclaw Skills framework, ensure you have the necessary CLI tools installed and the directory structure initialized.
# Install required extraction tools
pip install yt-dlp
# Initialize the content directory
mkdir -p video-content/workspace
# Review the automation guides for ingestion
open references/notebooklm-automation-guide.md
ClawLite Video Content Engine Data Schema & Taxonomy
The skill maintains a strict taxonomy to ensure the workflow is reusable and auditable. Each video is processed in its own unique directory named after the videoId.
| File Name | Description |
|---|---|
raw-transcript.md |
The original text extracted from the video source. |
notebooklm-summary.md |
Initial synthesis and understanding layer. |
jk-marketing-asset.md |
The shared substrate containing hooks, angles, and proof points. |
source-note.md |
Structured takeaways and beginner-focused analysis. |
short-video-script.md |
A 30-90 second script with hook, insights, and CTA. |
metadata.json |
Technical metadata including URL, creator, and duration. |
x-thread.md |
A formatted multi-post thread for social distribution. |
ClawLite Video Content Engine Advanced Features
- NotebookLM UI Automation: Supports screenshot-first automated ingestion of transcripts for deep conceptual understanding.
- Durable Asset Promotion: Automatically migrates high-performing hooks and pain points into shared global marketing directories (
/01-hooks/,/02-pain-points/). - Soft Bridge Logic: Intelligent CTA generation that frames ClawLite as a friction-reduction tool rather than an aggressive hard-sell.
- Multi-Agent Compatibility: Optimized for consumption by specialized personas like Elon (Social), Tony (Blog), or Jenny (Lifecycle).
SKILL.md
Loading
Related Openclaw Skills
GraphHopper
A powerful route planning and geocoding skill that enables AI agents to calculate travel paths and manage geographic data.
Zhuanzhuan Recycle Estimator
An expert AI recycling consultant that provides real-time market valuations for used electronics and appliances using text and image recognition.
Sure API Skill
A professional-grade interface for the Sure REST API that enables automated management of accounts, transactions, holdings, and valuations.
Content Snare
A powerful Openclaw Skills integration for Content Snare that enables AI agents to automate document requests and client information management.
MiniMax TTS Plus
An enhanced Text-to-Speech skill for Openclaw allowing multi-agent unique voice identities and native voice messaging for Telegram and Feishu.
API Monitoring
An AI-driven framework for designing robust health check systems and alerting strategies for e-commerce API integrations.
Featured*
