A comprehensive AI agent skill for navigating the Amazon ecosystem as a buyer, seller, or affiliate partner.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install 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 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?
The Amazon skill for Openclaw Skills empowers users to master the global marketplace through advanced AI-driven workflows. Whether you are a high-volume buyer seeking the best deals, a seller optimizing FBA operations, or an affiliate marketer maximizing commissions, this skill provides the logical framework to automate research and decision-making. It bridges the gap between manual browsing and automated intelligence, ensuring every action taken—from price monitoring to listing optimization—is data-backed and efficient.
Amazon Use Cases
- Identifying the best product deals by analyzing historical price data and review sentiment.\n- Managing FBA or FBM seller operations through listing optimization and keyword research.\n- Generating and tracking Amazon Associates affiliate links for content monetization.\n- Automating reorders of household consumables with real-time price verification.\n- Detecting fake discounts by analyzing long-term pricing trends and seller reputation.
How Amazon Works
- Initialize the skill within the Openclaw Skills environment and select the relevant module: Buying, Selling, or Affiliates.\n2. Input specific product queries, ASINs, or seller goals into the agent interface.\n3. The agent analyzes marketplace data, including price history, review patterns, and competitor listings.\n4. For buyers, it generates a feature matrix and buy/wait recommendations based on detected price drops.\n5. For sellers, it identifies high-impact keywords and generates optimized A+ content drafts.\n6. For affiliates, it produces tagged links and suggests high-commission product categories.\n7. All sensitive actions, such as final purchases or account changes, require explicit human confirmation to ensure security.
Amazon Setup
To get started with this skill, ensure your environment is configured for Openclaw Skills. Use the following commands to initialize the module:\n\nbash\n# Install the Amazon skill module\nopenclaw install amazon\n\n# Configure your specific mode (buyer, seller, or affiliate)\nopenclaw config amazon --mode=universal\n\n\nImportant: Review the security.md file to set up credential safety. You must never store your Amazon password in plain text and should always maintain active 2FA for account security.
Amazon Data Schema & Taxonomy
The skill organizes its operations into specialized markdown-based data structures for clear workflow management:\n\n| Module | File Focus | Key Metadata Tracked |\n| :--- | :--- | :--- |\n| Buying | buying.md | Price history, review sentiment, shipping speed |\n| Pricing | pricing.md | Deal detection, discount validity, buy-box timing |\n| Selling | selling.md | SEO keywords, inventory alerts, FBA/FBM status |\n| Affiliates | affiliates.md | Tagged links, conversion tracking, commission tiers |\n| Compliance | legal.md | ToS boundaries, disclosure requirements |
Amazon Advanced Features
- Intelligent price tracking that distinguishes between real discounts and inflated-then-discounted price patterns.\n- Advanced review synthesis that detects suspicious feedback patterns and summarizes pros/cons across thousands of data points.\n- Multi-region Amazon support for cross-border price comparisons and availability checks.\n- SEO-driven listing optimization for sellers utilizing real-time keyword volume data.\n- Automated rate-limiting and session management to ensure compliance with Amazon Terms of Service and protect account health.
SKILL.md
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