A professional command-line interface for accessing real-time and historical e-commerce data across Amazon, Shopee, and Walmart.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install sorftime
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 sorftime 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 Sorftime CLI?
The Sorftime CLI is a powerful data integration tool designed to bridge the gap between e-commerce marketplaces and automated analysis. By utilizing Openclaw Skills, users can programmatically interact with 66 distinct endpoints covering 47 Amazon regions, 5 Shopee regions, and 14 Walmart regions. This tool is essential for developers and merchants who need to build custom workflows for bulk data collection, market trend analysis, and competitive intelligence without the limitations of a web interface.
Sorftime CLI Use Cases
- Bulk querying ASIN, category, and keyword data for large-scale market research.
- Monitoring Best Seller lists and keyword ranking fluctuations automatically.
- Tracking competitor activity, including seller hijacking and sub-variant sales performance.
- Orchestrating cross-platform comparisons between Amazon, Shopee, and Walmart to identify global trends.
- Building custom alert systems for price changes or product review updates.
How Sorftime CLI Works
- The user installs the sorftime-cli package and authenticates using a secure API key from the Sorftime platform.
- Commands are issued through the CLI using a standardized format that targets specific marketplace domains.
- The tool sends structured JSON requests to the Sorftime API gateway.
- Real-time or cached data is returned in a consistent JSON format, including metadata about credit usage and request status.
- These data points can then be piped into other tools or stored for long-term analysis within Openclaw Skills workflows.
Sorftime CLI Setup
To get started with this skill, follow these installation and configuration steps:
# Install the official CLI globally via npm
npm install -g sorftime-cli
# Add your account profile using your API key from https://www.sorftime.com/cli
sorftime add <profile-name> <api-key>
# Activate your preferred profile
sorftime use <profile-name>
# Verify the active account
sorftime whoami
Sorftime CLI Data Schema & Taxonomy
The skill returns a unified JSON response structure for all endpoints to ensure compatibility with automated pipelines:
| Property | Type | Description |
|---|---|---|
| code | Integer | Status indicator (0 for success, non-zero for errors) |
| message | String | Error description or null on success |
| data | Object | The payload containing specific marketplace metrics |
| requestleft | Integer | Remaining API credits for the billing cycle |
| requestconsumed | Integer | Credits spent on the current API call |
Data is organized by platform-specific resources, including category trees, product variation history, and keyword search results.
Sorftime CLI Advanced Features
- Multi-interface orchestration for complex e-commerce recipes like deep competitor analysis and trend tracking.
- Automated monitoring rules with support for period expressions and task status management.
- Real-time scraping capabilities for high-frequency data needs on Amazon products.
- Bulk subscription management for tracking thousands of keywords or sellers simultaneously using Openclaw Skills.
SKILL.md
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