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kiwi-phantomworks

Listing Bridge Free Optimizer

by kiwi-phantomworks · GitHub ↗ · v1.0.2 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install listing-bridge-free-optimizer
Description
Free Amazon listing optimizer for cross-border sellers. Rewrites your Chinese product info into a polished English Amazon listing — title, 5 bullets, and des...
README (SKILL.md)

ListingBridge Free Optimizer 🌉

Free Amazon listing rewriter for cross-border sellers.

Paste your Chinese product info — specs, features, use cases — and get a complete English Amazon listing in return: optimized title, 5 benefit-led bullets, and a product description written for Western buyers.

No direct translation. No awkward phrasing. Copy that converts.


Usage

Option 1: Chinese input

Optimize this for Amazon:

Product: [product name in Chinese or English]
Features: [paste Chinese specs, features, or product description]
Category: [e.g. kitchen gadgets, baby toys, electronics]
Target market: [US / UK / EU — default: US]

Option 2: English draft that needs improvement

Improve this Amazon listing:

Title: [current title]
Bullets:
- [paste current bullets]
Description: [paste current description]
Issues: [optional — "too formal", "direct translation", "missing trust signals", etc.]

What You Get

1. Optimized Title

  • Primary keyword in first 80 characters
  • Key benefit + product type + top feature
  • Under 200 characters total
  • No keyword stuffing

2. Five Benefit-Led Bullets

Each bullet follows the format: BENEFIT — feature explanation.

  • Benefit-first framing (not spec-first)
  • Natural English phrasing
  • Western buyer trust signals where relevant
  • Under 150 characters per bullet

3. Product Description

  • 150–250 words
  • Narrative voice, not a spec sheet
  • Highlights top 3–5 benefits
  • Ends with a soft CTA

Why This Exists

Most CN→EN listing tools do direct translation. Direct translation produces copy that reads like a direct translation — and Western buyers notice immediately.

This skill rewrites for the Western buyer's mindset: benefit-first framing, natural English register, and the trust signals that move buyers from "maybe" to "add to cart."


Want Multi-Platform Coverage?

This skill writes Amazon listings. The Listing Rewriter for Cross-Border Sellers on ClawMart covers Amazon, Etsy, Shopify, eBay, and TikTok Shop — with cultural adaptation scoring, platform-specific formatting, and a confidence meter that shows how close your listing is to native-level English.

Get it on ClawMart →


Built by PhantomWorks.

Usage Guidance
This skill appears internally consistent and low-risk because it only contains prompt instructions and asks for no credentials or installs. Before using it, avoid pasting sensitive or proprietary information (supplier agreements, pricing formulas, private customer data). Test with non-sensitive examples first and review outputs for accuracy and policy compliance (Amazon listing rules, trademark/copyright issues). If you plan to use this in production or at scale, verify the developer (links point to shopclawmart and PhantomWorks) and confirm any privacy/terms before sending real customer or confidential data.
Capability Analysis
Type: OpenClaw Skill Name: listing-bridge-free-optimizer Version: 1.0.2 The skill bundle contains only metadata and instructional documentation (SKILL.md) for an AI agent to perform Amazon listing optimization. There is no executable code, no evidence of data exfiltration, and no malicious prompt injection. The external links point to a service landing page (shopclawmart.com) and a developer site (phantomworks.io), which appear consistent with the stated purpose.
Capability Tags
crypto
Capability Assessment
Purpose & Capability
Name/description (CN→EN Amazon listing optimizer) match the SKILL.md content. The skill requires no binaries, credentials, or installs — appropriate for a prompt-based text transformation tool.
Instruction Scope
Runtime instructions only ask the user to paste product title, features, category, and target market or provide an English draft for improvement. There are no instructions to read files, environment variables, system paths, or to transmit data to external endpoints.
Install Mechanism
No install spec or code files are present; this is instruction-only so nothing is written to disk or downloaded at install time.
Credentials
The skill requests no environment variables, credentials, or config paths — proportional to a text rewrite task.
Persistence & Privilege
always is false (good). disable-model-invocation is false by default (the agent may call the skill autonomously), which is normal platform behavior; this is only a concern when combined with other red flags (none present here).
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install listing-bridge-free-optimizer
  3. After installation, invoke the skill by name or use /listing-bridge-free-optimizer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
- Updated ClawMart listing link in metadata and throughout documentation to new multi-platform optimizer URL. - Adjusted all references to the premium ClawMart version with the updated listing name and link. - No changes to skill features or usage instructions.
v1.0.1
- Updated ClawMart homepage URL and links to point to the new Listing Rewriter for Cross-Border Sellers on ClawMart. - Added information about expanded multi-platform support (Amazon, Etsy, Shopify, eBay, TikTok Shop) available through ClawMart. - Highlighted new features: cultural adaptation scoring, platform-specific formatting, and a confidence meter for native-level English. - Revised "Want More?" section to focus on ClawMart offering instead of the previous ListingBridge link.
v1.0.0
- Initial release of ListingBridge Free Optimizer. - Transforms Chinese product info into polished English Amazon listings (title, 5 bullets, description). - Designed for cross-border, non-native English sellers—no direct/CN-style translation. - Supports both raw Chinese input and “improve my English draft” use cases. - Outputs benefit-first copy, optimized for Western buyers. - Includes links and info for bulk and multi-platform tools via ListingBridge.
Metadata
Slug listing-bridge-free-optimizer
Version 1.0.2
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 3
Frequently Asked Questions

What is Listing Bridge Free Optimizer?

Free Amazon listing optimizer for cross-border sellers. Rewrites your Chinese product info into a polished English Amazon listing — title, 5 bullets, and des... It is an AI Agent Skill for Claude Code / OpenClaw, with 108 downloads so far.

How do I install Listing Bridge Free Optimizer?

Run "/install listing-bridge-free-optimizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Listing Bridge Free Optimizer free?

Yes, Listing Bridge Free Optimizer is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Listing Bridge Free Optimizer support?

Listing Bridge Free Optimizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Listing Bridge Free Optimizer?

It is built and maintained by kiwi-phantomworks (@kiwi-phantomworks); the current version is v1.0.2.

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