A professional-grade AI skill for retrieving real-time Amazon product metadata, customer reviews, and category rankings via JustOneAPI.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install justoneapi-amazon
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 justoneapi-amazon 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 Amazon API?
The Amazon API skill is a robust integration designed to empower your AI agents with direct access to Amazon e-commerce data. By utilizing Openclaw Skills, developers can automate the extraction of high-fidelity product details, including pricing, brand information, and availability. This skill bridges the gap between raw web data and actionable intelligence, allowing agents to perform complex tasks like market share analysis and competitor tracking with precision.
Built on top of the JustOneAPI framework, this skill ensures that data retrieval is structured and reliable. It eliminates the need for fragile scraping scripts by providing an API-backed interface for fetching top reviews, best sellers, and category-specific product lists. Integrating these Openclaw Skills into your workflow enables a more sophisticated level of automated retail research and consumer sentiment analysis.
Amazon API Use Cases
- Building and enriching e-commerce product catalogs with real-time price and brand data.
- Conducting sentiment analysis by monitoring the most helpful customer reviews for specific products.
- Tracking sales rank and identifying trending items within specific Amazon categories.
- Performing competitive market research by comparing product ratings and pricing across different regions.
How Amazon API Works
- The AI agent receives a request for Amazon-specific data, such as product specifications or review summaries.
- The agent consults the available operations within the Openclaw Skills set to find the most efficient endpoint.
- Necessary parameters like ASIN, country code, or category ID are extracted from the user's prompt or requested if missing.
- A secure GET request is executed through the Node.js runner, authenticated by a private JustOneAPI token.
- The skill processes the resulting JSON data, delivering a human-readable summary followed by the technical payload for further processing.
Amazon API Setup
To get started with this skill, you must have Node.js installed and obtain a token from the JustOneAPI Dashboard. Configure your environment by setting the required variable:
export JUST_ONE_API_TOKEN="your_api_token_here"
Once configured, you can trigger the skill's operations via the command line as follows:
node {baseDir}/bin/run.mjs --operation "getAmazonProductDetailV1" --token "$JUST_ONE_API_TOKEN" --params-json '{"asin":"B00X4WHP5E", "country":"US"}'
Amazon API Data Schema & Taxonomy
The Openclaw Skills for Amazon return data in a structured format optimized for e-commerce workflows. The schema varies by operation:
| Data Group | Key Fields | Description |
|---|---|---|
| Product Details | title, brand, price, currency, images | Full metadata for catalog enrichment. |
| Review Insights | author, rating, content, date, helpful_count | Granular customer feedback for sentiment analysis. |
| Market Rankings | rank, asin, price, change_over_time | Sales performance data for best seller categories. |
| Search Scope | country, page, categoryId | Contextual parameters used to filter the request. |
Amazon API Advanced Features
- Support for localized data retrieval across multiple Amazon marketplaces via the country parameter.
- Automated pagination handling for large-scale data harvesting from category best seller lists.
- Seamless integration with e-commerce analytics platforms for real-time price monitoring and availability alerts.
- Robust error reporting that includes specific operation IDs and backend payloads to facilitate agent self-correction within Openclaw Skills.
SKILL.md
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