An efficient command-line tool and API integration designed to fetch official Amazon product details, live pricing, and customer reviews.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install amazon-paapi
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 amazon-paapi 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 Product Advertising API (PA API) Skill?
The Amazon Product Advertising API (PA API) skill delivers programmatic access to official Amazon product metadata, pricing, and review summaries directly through a developer-friendly terminal interface. Designed as a modular add-on within the ecosystem of Openclaw Skills, this tool removes the complexity of writing custom API integration scripts for the Amazon Associates program, allowing creators, marketers, and developers to pull vital product details instantly.
By abstracting complex web requests into simplified CLI commands, the skill allows you to build product comparison engines, track historical changes, and seamlessly inject monetized tracking URLs into your content pipelines. This provides an efficient mechanism to keep your e-commerce applications up-to-date with minimal technical overhead.
Amazon Product Advertising API (PA API) Skill Use Cases
- Tracking specific Amazon Standard Identification Numbers (ASINs) to dynamically capture price adjustments.
- Bulk retrieving precise product information, customer ratings, and affiliate URLs for review blogs.
- Organizing and managing a local tracking portfolio of e-commerce items for automated analysis.
How Amazon Product Advertising API (PA API) Skill Works
- The user invokes the skill by passing an ASIN or flag using a command-line utility.
- The skill communicates with the Amazon Associates backend, authenticating via the user's stored environment credentials.
- The backend returns raw product metadata, which is handled according to Amazon's structural guidelines.
- The tool processes the raw payload and formats it into a clean, human-readable terminal response containing the product title, current cost, star ratings, and custom tracking URL.
Amazon Product Advertising API (PA API) Skill Setup
1. Create an Amazon Associates Account
- Sign up for free at the official Amazon Associates Portal.
- Complete the onboarding steps and provide your primary website, application, or social channel.
2. Enable PA API Access
- Log into your Associates Dashboard and navigate to Tools \u2192 Product Advertising API.
- Click to generate new credentials and copy your Access Key and Secret Key immediately.
3. Store Environment Variables
Save your keys along with your tracking tag directly to your configuration file:
echo 'AMAZON_ACCESS_KEY=AKIA...' >> ~/.env
echo 'AMAZON_SECRET_KEY=...' >> ~/.env
echo 'AMAZON_PARTNER_TAG=yourtag-21' >> ~/.env
Amazon Product Advertising API (PA API) Skill Data Schema & Taxonomy
Output Payload Structure
When a product is successfully requested, the response payload returns structured tracking details mapping directly to Amazon catalog attributes:
| Property | Format | Description |
|---|---|---|
| Title | String | Full public listing name of the item on Amazon |
| Price | String | Current monetary cost matching the platform locale |
| Rating | String | Average customer feedback scored out of 5 stars |
| URL | String | An optimized affiliate hyperlink embedding your tracking tag |
Input Tracking Commands
ama-api [ASIN]: Directly fetches raw real-time information for a specific product code.ama [ASIN]: Saves and tracks a specific product within the local persistence scope.ama --list: Summarizes and prints all saved tracking records.
Amazon Product Advertising API (PA API) Skill Advanced Features
- Adaptive request throttling conforming automatically to strict API limits (1 request/second) to prevent authorization blocks.
- Context-aware rate adjusting, varying system throughput depending on whether the account is currently driving revenue (8,640 requests/day) or unmonetized (1 request/5 seconds).
- Automated local tracker indexing using the list command to simplify batch multi-agent asset monitoring without external databases.
SKILL.md
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