An automated workflow designed to transform a single base script into a diverse library of creative UGC variants while maintaining factual integrity.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ugc-variants-generator
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 ugc-variants-generator 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 UGC Variants Generator?
The UGC Variants Generator is a high-performance skill designed for content teams and TikTok creators who need to overcome creative fatigue. By leveraging advanced prompt engineering, this skill takes a core base script and expands it into multiple distinct directions—varying hooks, tones, and structures without losing the essential product facts or crossing compliance boundaries.
Built to integrate seamlessly with Openclaw Skills, this tool ensures that your creative pipeline remains full. It goes beyond simple synonym swaps, focusing on structural re-framing to provide genuine variety for robust A/B testing across social platforms.
UGC Variants Generator Use Cases
- Scaling TikTok and Instagram Reel ad campaigns with fresh creative hooks.
- Rapidly generating multiple script angles for influencer marketing briefs.
- Running aggressive A/B tests to identify the highest-converting CTA and hook combinations.
- Ensuring brand safety and factual consistency across high-volume content production.
How UGC Variants Generator Works
- The agent parses the provided base script to identify the underlying core message and value propositions.
- It cross-references product facts and compliance guidelines to establish 'safe' creative boundaries.
- The skill generates a minimum of 12 diverse variants, applying different psychological triggers and tonal shifts to each.
- It pairs specific hooks with optimized Call to Action (CTA) options to maximize engagement.
- Finally, it outputs a prioritized testing order based on creative diversity and audience impact.
UGC Variants Generator Setup
To deploy this creative automation tool, ensure your environment is configured for Openclaw Skills and follow these steps:
# Navigate to your agent's skill directory
cd skills/content-production
# Install the UGC Variants Generator package
openclaw install ugc-variants-generator
# Configure your brand-specific facts file
touch brand-rules.json
UGC Variants Generator Data Schema & Taxonomy
The skill organizes creative assets using a structured output format to ensure easy integration with video production pipelines:
| Component | Description | Format |
|---|---|---|
| Core Message | The foundational value prop extracted from the base script | String |
| Variants | A collection of at least 12 distinct script versions | Array |
| Hook/CTA Pairs | Specific opening and closing combinations for testing | Object |
| Risk Notes | Compliance warnings and factual boundary checks | List |
| Test Order | Recommended sequence for deploying creatives | Ordered List |
UGC Variants Generator Advanced Features
- Intelligent factual anchoring to prevent AI hallucinations during creative rewriting.
- Multi-variant generation (12+) in a single pass for extreme efficiency.
- Integrated risk assessment to flag potential compliance issues or fabricated claims.
- Strategic test ordering to help media buyers prioritize high-potential creative angles.
SKILL.md
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