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Amazon Listing Writer

作者 mguozhen · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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在 OpenClaw 中安装
/install amazon-listing-writer
功能描述
Write high-converting, SEO-optimized Amazon listings including title, bullets, description, A+ content, and backend search terms. Triggers: listing write, li...
使用说明 (SKILL.md)

Amazon Listing Copywriter

Write high-converting, SEO-optimized Amazon listings. Input your product details and target keywords — get a complete, ready-to-publish listing: title, 5 bullets, description, A+ content outline, and backend search terms.

Commands

listing write                   # write complete listing (interactive)
listing title [product]         # write optimized title only
listing bullets [product]       # write 5 bullet points
listing description [product]   # write product description
listing a+ [product]            # outline A+ content modules
listing backend [product]       # generate backend search terms
listing rewrite [paste text]    # rewrite existing weak listing
listing score [paste text]      # score existing listing (1–100)
listing translate [lang]        # adapt listing for UK/DE/JP market

What Data to Provide

  • Product name & category — what it is
  • Key features — materials, dimensions, what makes it special
  • Target customer — who buys it and why
  • Top keywords — your primary and secondary keywords
  • Competitor listings — paste 1–2 competitor titles/bullets to differentiate
  • Use cases — how/when customers use it

Listing Structure Guide

Title Formula (200 bytes max)

[Brand] + [Primary Keyword] + [Key Feature] + [Size/Color/Qty] + [Use Case/Benefit]

Example:
"BrandX Yoga Mat Non-Slip — Extra Thick 6mm, 72" × 24" — Eco-Friendly TPE,
Alignment Lines — For Hot Yoga, Pilates, Home Gym"

Title Rules:

  • Lead with primary keyword (highest search volume)
  • Include 2–3 secondary keywords naturally
  • No promotional phrases (Best, #1, Amazing)
  • No subjective claims without proof
  • Capitalize each major word

Bullet Point Formula (5 bullets, 200 chars each)

Structure each bullet:

🔑 [FEATURE IN CAPS] — [Benefit explanation] [Social proof/spec if available]

Bullet 1: Primary differentiator (why choose this over competitors) Bullet 2: Key material/quality feature Bullet 3: Dimensions/compatibility/what's included Bullet 4: Use case / who it's for Bullet 5: Warranty / customer satisfaction guarantee

Backend Search Terms (250 bytes)

  • Synonyms not in title/bullets
  • Common misspellings
  • Spanish terms (for US market)
  • Long-tail phrases
  • Competitor brand names (careful — no trademark infringement)

Copywriting Principles

Conversion-First Language

Weak Strong
"Good quality" "Aircraft-grade aluminum, tested to 500 lb load"
"Easy to use" "Set up in 3 minutes — no tools required"
"Great for families" "Safe for kids 3+ — BPA-free, no sharp edges"
"Long lasting" "18-month warranty, 50,000+ units sold"

Emotional Triggers by Category

  • Health/Fitness: Transformation, confidence, results
  • Home/Kitchen: Simplicity, time-saving, pride of home
  • Baby/Kids: Safety, development, peace of mind
  • Electronics: Performance, reliability, seamless experience
  • Outdoor: Adventure, freedom, durability

Listing Score Rubric (100 points)

Element Max Points Criteria
Title keyword placement 20 Primary keyword in first 80 chars
Title completeness 10 Brand + feature + benefit present
Bullet differentiation 20 Each bullet = unique selling point
Bullet readability 10 Scannable, no walls of text
Keyword coverage 15 Top 10 keywords placed naturally
Social proof signals 10 Specs, certifications, stats
Mobile optimization 10 First 2 bullets visible without scroll
Backend terms 5 250 bytes used efficiently

Score 85+ = Publish ready Score 65–84 = Minor revisions needed Score \x3C65 = Major rewrite required

Output Format

  1. Complete Listing — title + 5 bullets + description ready to paste
  2. Keyword Placement Map — which keywords appear where
  3. Listing Score — 100-point breakdown with specific improvements
  4. A+ Content Outline — module suggestions with copy direction
  5. Split Test Suggestions — 2 title variants to A/B test

Rules

  1. Never use restricted phrases: "FDA approved" (unless true), "#1 Best Seller", "guaranteed cure"
  2. All claims must be supportable — no invented statistics
  3. Front-load benefits in each bullet (customer scans first 50 chars)
  4. Match reading level to target audience
  5. Always include primary keyword in title within first 5 words
  6. Check competitor listings before writing — differentiate, don't copy
安全使用建议
This skill appears coherent and low-risk because it is instruction-only and requests only product copy and keywords. Before using it, do not paste sensitive or proprietary data (e.g., unreleased specs, vendor credentials, private spreadsheets) into prompts. Note the header allowed-tools: Bash — the skill itself contains no shell commands, but if your agent runtime allows arbitrary shell execution, be cautious about granting the agent broad autonomous access. Verify outputs for false claims or unsupported statistics (the skill explicitly forbids invented claims). If you plan to rely on the GitHub source, inspect the repo yourself to confirm there are no hidden scripts. Finally, be mindful of legal/trademark issues when including competitor brand names in backend search terms.
功能分析
Type: OpenClaw Skill Name: amazon-listing-writer Version: 1.0.0 The skill bundle provides detailed instructions for an AI agent to act as an Amazon listing copywriter; however, it requests high-risk 'Bash' tool permissions in SKILL.md that are entirely unnecessary for its stated purpose of text generation and SEO optimization. This over-privileged configuration creates an unnecessary security risk, although the markdown instructions themselves contain no explicit malicious payloads or exfiltration logic.
能力评估
Purpose & Capability
Name and description (Amazon listing copywriting) match the SKILL.md content. There are no declared env vars, binaries, or installs that would be unnecessary for copywriting. The CLI-like commands in the doc are usage patterns, not actual external dependencies.
Instruction Scope
Runtime instructions request user-provided product details, keywords, and optionally competitor text. The doc does not instruct reading system files, environment variables, or contacting external endpoints. The 'Check competitor listings before writing' rule assumes user-supplied examples and does not mandate web scraping or accessing protected data.
Install Mechanism
No install spec or code files are present (instruction-only). Nothing will be written to disk or downloaded by the skill itself, minimizing install-related risk.
Credentials
The skill declares no required environment variables, credentials, or config paths. Its requested inputs (product details, keywords, competitor snippets) are appropriate for a copywriting tool.
Persistence & Privilege
always is false and the skill does not request persistent system presence or modify other skills. disable-model-invocation is false (normal) but there are no other elevated privileges requested.
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 amazon-listing-writer
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /amazon-listing-writer 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 of amazon-listing-writer skill. - Generate high-converting, SEO-optimized Amazon listings: title, bullets, description, A+ content, and backend search terms. - Supports commands for writing, rewriting, scoring, and translating listings. - Provides detailed data input guidelines and copywriting formulas for each listing element. - Includes a 100-point listing score rubric and improvement suggestions. - Offers split test title variants and keyword placement mapping.
元数据
Slug amazon-listing-writer
版本 1.0.0
许可证 MIT-0
累计安装 1
当前安装数 1
历史版本数 1
常见问题

Amazon Listing Writer 是什么?

Write high-converting, SEO-optimized Amazon listings including title, bullets, description, A+ content, and backend search terms. Triggers: listing write, li... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 194 次。

如何安装 Amazon Listing Writer?

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

Amazon Listing Writer 是免费的吗?

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

Amazon Listing Writer 支持哪些平台?

Amazon Listing Writer 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 Amazon Listing Writer?

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

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