A specialized skill for reading and extracting comprehensive product lists and metadata from Bee-powered websites via open API access.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install bee-products-read
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 bee-products-read 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 bee-products-read?
The bee-products-read skill is a professional-grade tool designed for the Openclaw Skills ecosystem, enabling seamless integration with the Bee website building platform. It facilitates the automated retrieval of product data, including categories, descriptions, images, and SEO metadata.
By leveraging this skill, developers and AI agents can access structured information from published sites to fuel content generation, competitive analysis, and storefront management. It is built to handle multi-language support and complex product grouping, ensuring that the data retrieved is precise and contextually relevant.
bee-products-read Use Cases
- Automating product data exports for digital marketing and catalog management within Openclaw Skills.
- Feeding AI models with real-time product descriptions and specifications for creative content generation.
- Conducting SEO audits by extracting TDK (Title, Description, Keywords) data across entire product lines.
- Synchronizing product listings between Bee-based websites and external data analytics platforms.
How bee-products-read Works
- The skill authenticates with the Bee platform using a valid
BEE_API_KEY. - It requires a specific language parameter, which must be selected from the
bee-languages-getskill to ensure consistency. - Users can optionally filter by specific product groups, provided the group is a leaf node (
is_leaf === true). - The skill requests data through a paginated system, strictly following the
has_next_pagelogic to navigate through records. - It returns a structured JSON object containing detailed product schemas, including images, attributes, and SEO metadata.
bee-products-read Setup
To use this skill within your Openclaw Skills environment, ensure you have your Bee API key ready.
# Export the required environment variable
export BEE_API_KEY="your_api_key_here"
# The skill can then be invoked via your AI agent or CLI
# Ensure bee-languages-get is available to provide the required language codes
bee-products-read Data Schema & Taxonomy
The bee-products-read skill returns a comprehensive dataset structured as follows:
| Object | Key Fields | Description |
|---|---|---|
| Pagination | current_page, has_next_page, next_page |
Controls the flow of data retrieval across multiple pages. |
| Product List | product_name, model, images, tags |
The core product details and media assets. |
| Attributes | name, value |
Technical specifications or custom product properties. |
| TDK | title, description, keywords |
Essential SEO metadata for search engine optimization. |
| Group | productsgroup_id, group_name |
The taxonomic classification of the product. |
bee-products-read Advanced Features
- Smart Pagination: Automatically identifies the next page based on API response flags rather than manual increments, preventing dead-end requests.
- Multi-Language Support: Deep integration with Openclaw Skills language discovery tools for global e-commerce management.
- Leaf-Node Filtering: Advanced logic to ensure product queries are targeted at the most specific category levels for better data granularity.
- High-Fidelity Data Extraction: Includes raw HTML descriptions and full image URL arrays for high-quality content re-purposing.
SKILL.md
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