A comprehensive AI-driven workflow that transforms product descriptions into polished UGC video ads with talking heads and cinematic B-roll.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skill-ugc-pipeline
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 skill-ugc-pipeline 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 AI UGC Video Pipeline?
The skill-ugc-pipeline provides developers and marketers with a professional-grade alternative to expensive enterprise video platforms. By leveraging this entry in the Openclaw Skills ecosystem, users can automate the entire creative process—from GPT-4o script generation to ElevenLabs voiceovers and realistic Aurora talking head videos. It is designed for those who need high-quality output without the $300/month overhead of SaaS platforms.
This tool excels at maintaining realism through its advanced B-roll splicing and unique UGC post-processing filters. It applies grain and handheld camera shake specifically to the avatar segments while keeping product shots clean and cinematic. This ensures the final output feels authentic to social media platforms like TikTok and Instagram, making it an essential tool for modern digital advertising workflows.
AI UGC Video Pipeline Use Cases
- Automated creation of TikTok and Instagram video ads for e-commerce products
- Scaling video content production for multiple SKUs simultaneously
- Rapid A/B testing of different scripts and voiceover styles using Openclaw Skills
- Generating high-quality product demonstrations using AI-generated avatars
How AI UGC Video Pipeline Works
- Script generation using GPT-4o-mini based on provided product data.
- Professional voiceover creation through ElevenLabs synthesis.
- Video generation of a talking head avatar via the fal-ai Aurora model.
- Production of cinematic product B-roll using Kling 2.6 Pro image-to-video technology.
- Automated splicing of avatar and B-roll segments with continuous audio.
- Post-processing with UGC filters and word-level Whisper captioning for the final render.
AI UGC Video Pipeline Setup
Ensure you have your API keys ready for FAL_KEY, ELEVENLABS_API_KEY, and OPENAI_API_KEY. Install the dependencies to begin using this skill from the Openclaw Skills collection.
# Navigate to the skill directory
cd skill-ugc-pipeline
# Install Node.js dependencies
npm install
# Step 1: Run the core generation script
node scripts/generate.js --product "Your Product" --avatar avatars/user.png
# Step 2: Add B-roll and UGC filters
node scripts/broll.js --avatar-video output/ad.mp4 --product-image https://link.to/image.jpg
AI UGC Video Pipeline Data Schema & Taxonomy
The pipeline organizes data through a series of inputs and generated assets. Below is the primary structure used within this skill among other Openclaw Skills:
| Data Type | Source/Format | Purpose |
|---|---|---|
| Input Image | PNG/JPG (1024x1024) | Source for the talking head avatar |
| Product Metadata | Text String | Used for script and B-roll prompt generation |
| Audio Asset | MP3 (ElevenLabs) | Continuous narration track |
| Intermediate Video | MP4 (Aurora/Kling) | Raw video segments before splicing |
| Final Output | MP4 (FFmpeg) | Captioned, filtered, and spliced final ad |
| Subtitles | .SRT / Word-level JSON | Whisper-generated captions for accessibility |
AI UGC Video Pipeline Advanced Features
- UGC Filter Engine: Automatically applies realistic grain and handheld camera movement to avatar clips to boost authenticity.
- Batch Processing: Generate hundreds of unique video ads for an entire product catalog using the batch.js script.
- Intelligent Splice Points: Configurable timecodes for inserting B-roll without breaking audio continuity or rhythm.
- Product-in-hand Compositing: Use specialized scripts to create realistic images of the avatar interacting with the product.
- Multi-model Support: Integrated access to Aurora, Kling 2.6 Pro, and Whisper within a single Openclaw Skills workflow.
SKILL.md
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