A professional prompt engineering skill designed to generate dual-track AI video variations for optimized marketing and e-commerce A/B testing.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install a-b-test-variations
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 a-b-test-variations 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 A/B Test Variations?
The A/B Test Variations skill provides a manually curated, high-quality prompt template specifically optimized for Google Veo and other advanced AI video generation platforms. As part of the Openclaw Skills ecosystem, this tool allows developers and digital marketers to systematically create two distinct video styles—technical product features versus lifestyle benefits—to determine which creative approach resonates best with their target audience.
By leveraging this skill, users can ensure consistency in quality while exploring different emotional and technical angles. It removes the trial-and-error of prompt engineering by providing a tested structure that accounts for color schemes, camera shots, and specific call-to-action variables necessary for professional content creation.
A/B Test Variations Use Cases
- Creating split-test assets for e-commerce product pages to improve conversion rates.
- Generating multiple variations of social media ads for platforms like TikTok, Instagram Reels, and YouTube Shorts.
- Developing diverse marketing content for seasonal campaigns and product launches.
- Visualizing product features through technical close-ups vs. aspirational lifestyle shots for brand storytelling.
How A/B Test Variations Works
- Define your core product parameters including name, brand colors, and key features.
- Apply the A/B Test Variations template from the Openclaw Skills library to your AI generation workflow.
- The skill structures two 15-second prompts: Variation A (Technical/Feature-focused) and Variation B (Emotional/Lifestyle-focused).
- Execute the generated prompts in Google Veo or compatible video models to produce high-fidelity video assets.
- Deploy the videos and track performance metrics like CTR and watch time to identify the winning variation.
A/B Test Variations Setup
To integrate this skill into your AI agent or manual workflow, ensure you have access to a compatible video generation model.
# Example of how to call the skill logic if using a compatible CLI tool
openclaw run-skill ab-test-variations --product "Premium Earbuds" --colors "Blue/Gray"
Simply copy the prompt template and replace the bracketed variables with your specific product data.
A/B Test Variations Data Schema & Taxonomy
This skill utilizes a structured variable injection schema to ensure output relevance. Below are the primary data points used:
| Variable | Type | Description |
|---|---|---|
| product_name | String | The name of the product being tested |
| target_audience | String | The specific demographic for the variations |
| brand_colors | List | Your primary brand color palette |
| cta_text | String | The call-to-action displayed in the video |
| setting | String | The environment or background for the scene |
A/B Test Variations Advanced Features
- Multi-model compatibility: Works seamlessly with Google Veo, Sora2, Runway, and Pika Labs.
- Structured Variable Injection: Easily swap out holiday themes, seasons, or competitor comparisons.
- Metric-Driven Design: The prompt logic includes specific focus on engagement metrics like watch time and conversion.
- Cross-Platform Optimization: Tailored for 15-second short-form content standards used in modern digital marketing.
SKILL.md
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