An AI-powered strategic consultancy framework designed to simulate a full Amazon operations team for cross-border sellers.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install amazon-ops-agents
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-ops-agents 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 Operations Silicon Army?
Amazon Operations Silicon Army is a comprehensive strategic advisory tool within the Openclaw Skills ecosystem. It acts as a virtual consulting team, covering 20 distinct dimensions of Amazon business operations including market research, Listing optimization, and PPC management. Unlike tools that require direct account access, this skill focuses on providing expert-level strategy and actionable insights based on industry best practices and public data patterns, ensuring a secure and advisory-first approach for sellers in global markets like the US, Europe, and Japan. Using this skill allows developers and sellers to leverage high-level business intelligence without the risks associated with third-party account authorizations.
Amazon Operations Silicon Army Use Cases
- Developing a 30-day product launch strategy for new Amazon listings.
- Optimizing PPC campaigns to reduce ACOS and improve overall ROAS.
- Generating response templates for customer reviews and managing negative feedback.
- Analyzing market trends for specific niches to identify blue ocean opportunities.
- Planning inventory replenishment and FBA shipments to avoid stockouts and maintain high IPI scores.
How Amazon Operations Silicon Army Works
- The user inputs a query or operational data related to an Amazon marketplace.
- The Intelligence Router analyzes the query to match it with one of the 20 specialized analysis dimensions.
- The skill processes the request through pre-defined strategic workflows, such as the New Product Launch or Advertising Optimization flows.
- It generates a detailed strategic report incorporating industry-standard KPIs like ODR, BuyBox occupancy, and ACOS targets.
- Users receive actionable advice based on simulated expert perspectives from specialized agents like the PPCManager or InventoryPlanner.
Amazon Operations Silicon Army Setup
To integrate this consultancy framework into your agent environment, follow these steps:
# Install via the Openclaw Skills manager
openclaw install amazon-ops-silicon-army
Note: This is a pure strategy advisor skill and does not require runtime environment variables or API keys for external account access. It is designed to work immediately upon installation within the Openclaw Skills ecosystem.
Amazon Operations Silicon Army Data Schema & Taxonomy
The skill organizes its strategic output across several key operational domains using a structured taxonomy:
| Category | Core Dimensions | Strategic Focus |
|---|---|---|
| Market Research | ProductResearch, NicheFinder | Trend analysis and opportunity identification |
| Optimization | ListingOptimizer, KeywordResearch | SEO, A9 algorithm alignment, and A+ content |
| Marketing | PPCManager, SponsoredAds | ACOS optimization and campaign budgeting |
| Operations | InventoryPlanner, FbaManager | Stock replenishment and fee optimization |
| Protection | BrandRegistry, HijackerDetector | Intellectual property and buy-box defense |
| Analytics | SalesAnalytics, ProfitCalculator | ROI calculation and performance auditing |
Amazon Operations Silicon Army Advanced Features
- Intelligence Routing: Automatically directs complex multi-part queries to the most relevant analysis dimension for parallel processing.
- Standardized Strategic Workflows: Includes 5-step automated procedures for product launches, ad optimization, and inventory planning.
- Third-party Data Compatibility: Outputs and analyzes information in formats compatible with industry tools like Helium 10, Jungle Scout, and Keepa.
- Cross-Channel Attribution (v1.2): Supports advanced attribution models and AMC-level analysis for full-funnel marketing insights.
- Proactive Anomaly Detection: Identifies risks such as low inventory levels or ODR health warnings before they impact sales.
SKILL.md
Loading
Related Openclaw Skills
Amazon Push Score & Traffic Tier Analyzer
A data-driven diagnostic tool that quantifies Amazon listing performance and traffic potential using the A9 algorithm framework.
AANA Agent Memory Gate
A governance framework for AI agents to handle user memory with explicit approval and sensitivity checks.
Toutiao Article Reader
An automated browser-based tool for extracting, cleaning, and summarizing long-form articles from major Chinese content platforms.
Amazon Listing Doctor
A professional diagnostic tool designed to optimize Amazon listings for maximum AI visibility and sales conversion through 5-dimensional analysis.
Amazon Product Launch Playbook
An automated 90-day execution guide for transforming new Amazon product listings into high-volume bestsellers.
Amazon Expansion Playbook
A comprehensive strategic framework for Amazon sellers to scale operations from North America to Europe, Japan, the Middle East, and Southeast Asia.
Featured*
