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harrylabsj

Search Listing Optimizer

by haidong · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
89
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1
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Install in OpenClaw
/install search-listing-optimizer
Description
Optimize ecommerce product listings for Amazon A9, Taobao/1688 search, JD search, TikTok Shop discovery, Xiaohongshu SEO, and Shopify storefront search using...
Usage Guidance
This skill appears to do what it says: a heuristic, text-only audit that generates a markdown optimization brief and does not ask for credentials or install anything. Before installing or enabling it widely: 1) review the full handler.py (the provided snippet was truncated) to confirm there are no hidden network calls, file writes, or subprocess invocations; 2) run the included tests in a sandbox to verify behavior and to confirm the exported handle() function and output formatting; 3) be aware of a minor correctness issue (platform name vs. weight-key casing) that may make many attributes fall back to generic weights — this affects quality of advice but not security. If you plan to allow autonomous invocation, note that while this skill has no special privileges, any autonomous skill can act without a user prompt — enable it only if you trust its behavior and output.
Capability Analysis
Type: OpenClaw Skill Name: search-listing-optimizer Version: 1.0.0 The search-listing-optimizer skill is a heuristic tool designed to generate e-commerce optimization briefs based on user-provided text. The implementation in handler.py uses simple keyword matching to identify platforms and goals, producing a static Markdown report. There is no evidence of data exfiltration, network activity, or malicious execution; the code and instructions in SKILL.md are entirely consistent with the stated purpose of providing listing audits.
Capability Assessment
Purpose & Capability
The name/description (heuristic listing audits across marketplaces) match the code and SKILL.md: the implementation performs text-based heuristics and produces a markdown brief. No platform APIs, credentials, or unrelated system access are requested. Note: there is a minor mismatch in ATTRIBUTE_WEIGHT keys (they're lowercased) versus detected platform names (capitalized like 'Amazon'), which will cause many weight lookups to fall back to the 'general' values — a correctness bug, not a security issue.
Instruction Scope
SKILL.md limits the agent to using user-provided listing notes and states explicitly it does not access live analytics or seller portals. The included handler code only processes provided text, applies heuristics, and renders a markdown brief. I saw no instructions to read system files, environment secrets, or to send data to external endpoints in the provided code snippet.
Install Mechanism
No install spec is declared (instruction-only skill). The code files included are pure Python and do not invoke installers or pull remote archives; this is low risk from an install mechanism perspective.
Credentials
The skill declares no required environment variables, credentials, or config paths. The runtime instructions and the visible code do not access env vars or secrets. Required privileges appear proportionate to its stated purpose.
Persistence & Privilege
always:false and no code paths that persist data or modify agent/system config are present in the reviewed snippet. The skill can be invoked autonomously (platform default), but that is expected and not excessive here.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install search-listing-optimizer
  3. After installation, invoke the skill by name or use /search-listing-optimizer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of Search Listing Optimizer skill. - Audits and optimizes ecommerce product listings for Amazon, Taobao/1688, JD, TikTok Shop, Xiaohongshu, and Shopify. - Applies keyword density frameworks, attribute completeness checklists, and conversion-trap detection using listing notes and product context. - Generates a markdown optimization brief including search algorithm summary, keyword opportunity map, attribute scorecard, and prioritized action items. - Designed for sellers seeking listing audits, keyword refreshes, or conversion improvement briefs—without using live analytics or platform APIs.
Metadata
Slug search-listing-optimizer
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Search Listing Optimizer?

Optimize ecommerce product listings for Amazon A9, Taobao/1688 search, JD search, TikTok Shop discovery, Xiaohongshu SEO, and Shopify storefront search using... It is an AI Agent Skill for Claude Code / OpenClaw, with 89 downloads so far.

How do I install Search Listing Optimizer?

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

Is Search Listing Optimizer free?

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

Which platforms does Search Listing Optimizer support?

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

Who created Search Listing Optimizer?

It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.

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