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mguozhen

Amazon Listing Writer

by mguozhen · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install amazon-listing-writer
Description
Write high-converting, SEO-optimized Amazon listings including title, bullets, description, A+ content, and backend search terms. Triggers: listing write, li...
README (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
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install amazon-listing-writer
  3. After installation, invoke the skill by name or use /amazon-listing-writer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Slug amazon-listing-writer
Version 1.0.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is Amazon Listing Writer?

Write high-converting, SEO-optimized Amazon listings including title, bullets, description, A+ content, and backend search terms. Triggers: listing write, li... It is an AI Agent Skill for Claude Code / OpenClaw, with 194 downloads so far.

How do I install Amazon Listing Writer?

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

Is Amazon Listing Writer free?

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

Which platforms does Amazon Listing Writer support?

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

Who created Amazon Listing Writer?

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

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