An AI-powered auditing agent that scores Amazon listing readiness and provides a strategic roadmap for successful product launches.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install amazon-launch-checklist
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install amazon-launch-checklist using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Amazon Launch Checklist?
The Amazon Launch Checklist is a specialized agent within the Openclaw Skills ecosystem designed to prevent sellers from wasting advertising spend on incomplete or unoptimized listings. By analyzing listing drafts, competitor data, and pricing strategies, it provides a data-driven readiness score (0-100) and identifies critical blockers that could hinder conversion.
This skill acts as a virtual launch manager, evaluating everything from image requirements and backend keyword density to PPC campaign architecture. Whether you are a seasoned FBA seller or launching your first product, this tool ensures your listing meets Amazon's high standards and is positioned to win against established competitors.
Amazon Launch Checklist Use Cases
- Auditing a new product listing draft before it goes live on Amazon Seller Central.
- Identifying keyword gaps between your listing and top-ranking competitors.
- Developing a structured 4-week PPC launch plan and review velocity targets.
- Determining a competitive penetration pricing strategy for new ASINs.
- Generating a go/no-go decision based on image quality and listing completeness.
How Amazon Launch Checklist Works
- The user provides product details such as a listing draft, target keywords, and competitor price points.
- The Openclaw Skills agent executes a multi-point audit covering listing completeness, keyword distribution, and image assets.
- A Launch Readiness Score is calculated based on a weighted analysis framework (Listing, Keywords, Images, Pricing).
- The agent identifies 'blocking issues' that must be fixed before launch to ensure PPC traffic actually converts.
- Upon request, the agent generates a weekly launch timeline and initial PPC campaign structures (Auto, Broad, and Exact match).
Amazon Launch Checklist Setup
To use this skill within your AI agent environment, ensure the Openclaw Skills framework is active and the directory is initialized:
# Initialize the launch workspace
mkdir -p ~/amazon-launch/listings ~/amazon-launch/launch-plans
# Run your first audit
launch audit
Amazon Launch Checklist Data Schema & Taxonomy
The skill maintains a structured workspace in ~/amazon-launch/ to track launch progress and historical audits:
| Directory/File | Description |
|---|---|
listings/ |
Contains markdown files of listing drafts and per-ASIN audit scores. |
launch-plans/ |
Stores generated day-by-day launch sequences and timelines. |
templates/ |
Reusable snippets for PPC campaign structures and A+ content outlines. |
memory.md |
Persistent storage for brand guidelines, category benchmarks, and lessons learned. |
Amazon Launch Checklist Advanced Features
- Comprehensive Scoring Algorithm: Uses a 100-point system to categorize listings from 'Major Gaps' to 'Launch Ready'.
- Strategic PPC Architecture: Automatically generates a three-tiered campaign structure (Discovery, Scale, Defend) with specific budget allocations.
- Review Velocity Modeling: Provides a week-by-week target for Amazon Vine enrollment and organic review acquisition.
- Hard Blocker Flags: Intelligently identifies missing elements, such as main images or bullet points, that prevent a 'Go' recommendation.
SKILL.md
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