An automated tool for generating high-converting, platform-specific product descriptions using Openclaw Skills.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install product-description-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 product-description-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 Product Description Generator?
The Product Description Generator is a sophisticated tool within the ecosystem of Openclaw Skills designed to streamline the creation of high-converting e-commerce content. It specializes in crafting platform-specific listings for Amazon, Shopify, eBay, and Etsy, ensuring that every description is not only persuasive but also perfectly optimized for search engine algorithms. By focusing on the intersection of SEO and consumer psychology, this skill helps merchants increase visibility and drive sales through better storytelling.
Built for both individual sellers and enterprise-level catalog management, these Openclaw Skills leverage advanced logic to transform raw product features into emotional benefits. The generator handles technical constraints like character limits and metadata requirements automatically, allowing developers and marketers to focus on brand strategy rather than repetitive copywriting tasks.
Product Description Generator Use Cases
- Creating SEO-optimized Amazon listings including bullet points and backend search terms.
- Generating bulk product descriptions for Shopify or WooCommerce stores from CSV data.
- Optimizing existing eBay or Etsy listings to improve organic search rankings.
- Generating A/B testing variations for product titles and descriptions to maximize conversion rates.
How Product Description Generator Works
- Input product data including names, features, and desired keywords into the system.
- Select the target e-commerce platform to apply specific formatting and character constraints.
- The skill processes the input using Openclaw Skills logic to generate benefits-focused copy.
- Run the SEO analyzer script to ensure the primary keywords are naturally integrated.
- Export the final content in Markdown, HTML, or CSV format for direct integration into your storefront.
Product Description Generator Setup
To get started with this component of Openclaw Skills, ensure your environment is ready for Python execution.
# Clone the repository and navigate to the directory
# Generate your first description
python3 scripts/generate_description.py \
--product "Smart WiFi Thermostat" \
--platform amazon \
--features "energy saving,app control" \
--keywords "smart thermostat,WiFi thermostat"
# Run bulk generation for a catalog
python3 scripts/bulk_generate.py --csv products.csv --platform shopify --output-dir ./out
Product Description Generator Data Schema & Taxonomy
The Product Description Generator organizes information through a structured taxonomy to ensure consistency across Openclaw Skills outputs.
| Component | Description | Format |
|---|---|---|
| Product Metadata | Name, brand, and primary category | String |
| Feature Set | Technical specifications and attributes | Comma-separated list |
| Benefit Mapping | Value propositions derived from features | String |
| SEO Keywords | Target primary and long-tail keywords | Array |
| Platform Rules | Character limits and specific tags (e.g., Etsy tags) | Object |
Product Description Generator Advanced Features
- Bulk processing capabilities for handling thousands of SKU descriptions simultaneously.
- Automated A/B testing generation for testing different hooks and calls-to-action.
- Integrated SEO scoring engine to evaluate description performance before publishing.
- Multi-tone support ranging from professional and luxury to conversational and playful.
- Seamless integration with other Openclaw Skills such as review summarizers and article generators.
SKILL.md
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