An AI-powered operational suite designed to optimize e-commerce marketing attribution, inventory management, and pricing strategies.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install bytesagain-ecom-ops
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 bytesagain-ecom-ops 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 Ecom Ops by BytesAgain?
Ecom Ops is a specialized technical skill designed to streamline the complexities of running a modern e-commerce business. By leveraging AI-driven analysis, this skill processes sales data, ad spend, and inventory levels to provide actionable insights for store owners and operators. It serves as a bridge between raw data and strategic execution, enabling users to manage Shopify, WooCommerce, and multi-channel operations with precision.
As a vital component of the ecosystem of Openclaw Skills, Ecom Ops focuses on maximizing profitability. It automates the calculation of critical metrics like ROAS, CAC, and LTV, ensuring that marketing budgets are allocated efficiently and inventory is replenished just in time to prevent stockouts or overstocking.
Ecom Ops by BytesAgain Use Cases
- Analyzing multi-channel marketing attribution to determine the true ROAS of Google, Meta, and Email campaigns.
- Automating inventory reorder points based on real-time sales velocity and supplier lead times.
- Conducting cohort analysis to understand customer retention patterns and long-term lifetime value.
- Optimizing product pricing strategies by comparing internal margins against competitor price points.
- Identifying conversion bottlenecks within the sales funnel from product views to checkout completion.
How Ecom Ops by BytesAgain Works
- Data Input: Users provide operational metrics such as ad spend, revenue, or inventory counts via command-line arguments.
- Processing: The skill executes specific scripts that analyze the data against e-commerce benchmarks and mathematical models.
- Strategy Generation: The AI generates optimized outputs, including budget allocation recommendations or pricing adjustments.
- Output Delivery: Results are displayed directly in the terminal, providing immediate guidance for operational decisions.
Ecom Ops by BytesAgain Setup
To get started with this skill, ensure you have the script environment ready and execute the following commands:
# Navigate to the skill directory and check available commands
bash scripts/script.sh help
# Example: Run an attribution analysis
bash scripts/script.sh attribution --channels "google:5000,meta:3000" --revenue 18000
Ecom Ops by BytesAgain Data Schema & Taxonomy
The Ecom Ops skill organizes data into several functional domains to ensure comprehensive operational coverage:
| Domain | Input Parameters | Key Metrics Generated |
|---|---|---|
| Marketing | Spend, Revenue, Channels | ROAS, CAC, Attribution Share |
| Inventory | SKU, Current Stock, Lead Days | Reorder Point, Safety Stock, Velocity |
| Pricing | Cost, Current Price, Competitor Price | Margin Target, Price Elasticity |
| Conversion | Visits, Add-to-Cart, Orders | Funnel Drop-off Rate, CR |
| Retention | New Customers, Retained Count | Cohort Retention %, LTV |
Ecom Ops by BytesAgain Advanced Features
- Multi-channel compatibility for Shopify, Amazon, WooCommerce, and TikTok Shop.
- Advanced budget allocation modeling based on platform-specific performance.
- Dynamic pricing recommendations that balance margin protection with competitive positioning.
- Detailed funnel visualization data to pinpoint specific technical or UI friction points in the customer journey.
- Integration ready for automated workflows within the broader suite of Openclaw Skills.
SKILL.md
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