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Listing Optimizer

作者 LeroyCreates · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install listing-optimizer
功能描述
Rewrite and optimize ecommerce product listings for maximum search visibility and conversion by improving titles, bullet points, descriptions, and backend ke...
使用说明 (SKILL.md)

Listing Optimizer

Rewrite and optimize ecommerce product listings for maximum search visibility and conversion by improving titles, bullet points, descriptions, and backend keywords across Amazon, Shopify, and TikTok Shop. This skill turns a raw product brief or an underperforming existing listing into platform-compliant copy that indexes well for relevant searches and makes shoppers confident enough to buy.

Use when

  • You are launching a new product on Amazon, Shopify, or TikTok Shop and need the first version of title, five bullets, A+ content or long description, and backend search terms written to platform guidelines with keyword research baked in
  • An existing listing has traffic but poor conversion and you suspect the bullets bury the benefits, the title is keyword-stuffed in a way that hurts trust, or the description misses the top buyer questions and objections
  • You are porting a product from one platform to another (for example Shopify to TikTok Shop or Amazon to Shopee) and need the copy adapted to the new platform's character limits, formatting conventions, and buyer expectations instead of copy-pasted verbatim
  • A competitor has leapfrogged your organic ranking for a target keyword and you want a structured audit of their listing versus yours to identify specifically which elements to rework

What this skill does

This skill analyzes the product, the target buyer, the platform's specific character limits and formatting rules, and the top three to five competitor listings for the main keyword cluster, then produces an optimized listing package. It generates a platform-appropriate title that balances primary keyword placement with readability, five to seven benefit-led bullet points that answer the buyer's real questions in the order they ask them, a scannable long description structured with subheadings and objection handling, and a backend keyword set that covers synonym, misspelling, and use-case variations without repeating front-end terms. It flags any claims that would need substantiation, any terms restricted by the platform, and any formatting that would trigger automatic suppression.

Inputs required

  • Product details (required): What the product is, materials or ingredients, key specifications, what problem it solves, the primary buyer profile, and the price point.
  • Target platform (required): Amazon (which marketplace), Shopify, TikTok Shop, Shopee, Lazada, or other — so the output respects the character limits, HTML rules, and formatting conventions of that platform.
  • Keyword targets (optional): Primary and secondary keywords you want to rank for, plus any keyword research data from Helium 10, Jungle Scout, or the platform's own tools. If not provided, the skill suggests candidate keywords from the product description and category.
  • Competitor references (optional): URLs or copy from two to five competing listings you want to outperform. Including these produces a sharper differentiation angle in the generated copy.

Output format

The output has five sections. Section one, Title, provides two to three title variants within the platform's character limit, with the primary keyword placement explained. Section two, Bullet Points or Key Features, delivers the bullets in priority order with benefit-first phrasing and the objection or buying criterion each one addresses annotated. Section three, Description or A+ Content Blocks, provides the long-form copy structured for scannability with subheadings, social proof hooks, and a closing reassurance section. Section four, Backend Keywords or Hidden Fields, lists the backend search terms without duplication of front-end keywords and within platform byte or character limits. Section five, Compliance and Risk Notes, flags restricted terms, claims needing substantiation, and any formatting the platform might suppress.

Scope

  • Designed for: ecommerce operators, Amazon sellers, TikTok Shop sellers, Shopify brand teams, listing copywriters, PPC managers coordinating with organic
  • Platform context: Amazon, Shopify, TikTok Shop, Shopee, Lazada, Walmart Marketplace, eBay
  • Language: English

Limitations

  • Does not pull live keyword volume or competitor ranking data; if keyword research tools are available, pass their output as input for sharper keyword prioritization
  • Cannot guarantee ranking outcomes — indexing and ranking also depend on sales velocity, review quality, listing age, and advertising support, which are outside the copy itself
  • Platform policies change frequently; treat compliance notes as a starting filter and verify restricted terms against the current version of each platform's listing policy before going live
安全使用建议
This skill is internally consistent and low-risk as-is, but before using it: (1) do not paste private credentials, API keys, or proprietary files into the inputs; (2) only supply public competitor URLs or copy you have the right to share; (3) manually verify any regulatory or substantiated claims the output flags (e.g., medical, safety, or origin claims) before publishing; (4) provide best available keyword research if you need accurate volume/priority (the skill cannot fetch live keyword volumes); and (5) treat the generated copy as draft — run platform policy checks and A/B tests before wide deployment.
功能分析
Type: OpenClaw Skill Name: listing-optimizer Version: 1.0.0 The listing-optimizer skill bundle is a purely instructional tool designed for ecommerce copywriting and SEO optimization. It contains no executable code, no network requests, and no instructions that attempt to exfiltrate data or manipulate the agent's environment. The SKILL.md file provides standard guidance for generating product titles and descriptions for platforms like Amazon and Shopify, remaining entirely within its stated functional scope.
能力评估
Purpose & Capability
The name/description match the instructions: the skill rewrites and optimizes ecommerce listings and requests only product details, target platform, optional keywords, and competitor references. It does not ask for unrelated credentials, binaries, or config paths.
Instruction Scope
SKILL.md confines runtime behavior to generating copy, platform-aware formatting, and compliance notes. It asks for competitor references and keyword data as inputs but does not instruct reading system files, accessing unrelated environment variables, or exfiltrating data. Note: if you provide competitor URLs the agent may need to fetch their public content — only provide public, non-sensitive links and no credentials.
Install Mechanism
No install spec and no code files are included (instruction-only). Nothing is written to disk or downloaded by the skill itself.
Credentials
The skill requires no environment variables, credentials, or config paths. Inputs it asks for (product details, keywords, competitor references) are appropriate and proportionate to the stated task.
Persistence & Privilege
always is false and the skill is user-invocable/autonomous-invocation capable by default (normal for skills). It does not request persistent presence or modification of other skills or system-wide settings.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install listing-optimizer
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /listing-optimizer 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release.
元数据
Slug listing-optimizer
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Listing Optimizer 是什么?

Rewrite and optimize ecommerce product listings for maximum search visibility and conversion by improving titles, bullet points, descriptions, and backend ke... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 88 次。

如何安装 Listing Optimizer?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install listing-optimizer」即可一键安装,无需额外配置。

Listing Optimizer 是免费的吗?

是的,Listing Optimizer 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Listing Optimizer 支持哪些平台?

Listing Optimizer 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Listing Optimizer?

由 LeroyCreates(@leooooooow)开发并维护,当前版本 v1.0.0。

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