Cross-Border E-Commerce Listing Generator for Openclaw

An automated AI agent skill for generating high-converting, platform-specific product listings for Amazon and AliExpress.

zls12311
v1.0.0
Mar 8, 2026
0
1.2k
0

Install & Download

1. ClawHub CLI

The fastest way to install a skill directly from the registry.

npx clawhub@latest install openclaw-listing-skill

2. Manual Installation

Copy the skill folder to one of these locations

Global
~/.openclaw/skills/
Workspace
<project>/skills/

Priority: Workspace > Local > Bundled

3. Prompt Installation

Copy this prompt to OpenClaw to install it automatically.

Help me install openclaw-listing-skill 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 Cross-Border E-Commerce Listing Generator?

The Cross-Border E-Commerce Listing Generator is a specialized tool within the Openclaw Skills ecosystem designed to streamline the workflow for online sellers and brand owners. It leverages advanced AI to analyze product images or text parameters and output production-ready content tailored for major global marketplaces. By strictly adhering to platform constraints like character counts, keyword density, and formatting rules, it ensures that your product visibility is maximized from day one.

This skill is particularly valuable for merchants looking to scale their operations across different international regions. Whether you are launching a new product on Amazon US or expanding your reach via AliExpress Global, this automation handles the heavy lifting of content creation. It generates everything from technical specifications to persuasive marketing copy, making it a vital asset for any digital marketing strategy powered by Openclaw Skills.

Cross-Border E-Commerce Listing Generator Use Cases

  • Launching new products on Amazon with optimized titles and formatted bullet points.
  • Expanding sales to AliExpress with high-density keyword strategies and scenario-based tags.
  • Translating existing product descriptions into multiple languages like DE, FR, ES, and JP for international markets.
  • Refreshing stagnant listings using the rewrite command to improve search engine rankings.
  • Converting raw product images directly into comprehensive listing drafts with minimal manual input.

How Cross-Border E-Commerce Listing Generator Works

  1. The user initiates the process by sending a message starting with the /listing command or by uploading a product image.
  2. The skill identifies the intent and checks for essential data such as product category, core features, and target market.
  3. If required information is missing, the agent prompts the user to provide specific details like material specs or target audience.
  4. The AI processes the inputs against platform-specific rules (e.g., Amazon's 200-character title limit or AliExpress's attribute stacking style).
  5. A structured output is generated, including titles, bullet points, HTML-formatted descriptions, and backend search terms.
  6. An automated quality checklist verifies that no banned words are used and that character limits are strictly respected before final delivery.

Cross-Border E-Commerce Listing Generator Setup

To begin using this skill, ensure you have an active environment compatible with Openclaw Skills. No complex configuration or environment variables are required for basic operation.

# To generate a standard listing, use the primary command:
/listing [product description]

# To target a specific platform directly:
/listing amazon [product description]

The skill will automatically guide you through the information collection phase if any mandatory fields are missing from your initial prompt.

Cross-Border E-Commerce Listing Generator Data Schema & Taxonomy

The skill organizes output into structured blocks optimized for direct copy-pasting into marketplace Seller Centrals. Metadata and formatting are handled based on the following taxonomy:

Data Component Platform Specification
Product Title Amazon Max 200 chars; Title Case; No banned superlatives
Bullet Points Amazon 5 points; starts with ALL-CAPS keyword; max 255 chars per bullet
Product Description Amazon 3-5 sentences; supports and
HTML tags
Search Keywords AliExpress Categorized into Core, Long-tail, and Scenario terms
Backend Terms Amazon 15-20 unique, comma-separated keywords for SEO

Cross-Border E-Commerce Listing Generator Advanced Features

  • Multi-platform specialization with distinct formatting for Amazon and AliExpress requirements.
  • Image-to-Listing capability that extracts product features directly from uploaded photos.
  • Sub-command support for specialized tasks like /listing rewrite for optimization and /listing translate for localization.
  • Built-in quality assurance that auto-verifies character counts and prohibits banned marketing terms.
  • Upsell integration providing pathways for A+ Content copy, competitor gap analysis, and PPC keyword grouping.

SKILL.md


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