⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

🛍️ E-commerce

Amazon Listing Image Optimizerv1.0.0

Name: Amazon Listing Image Optimizer
Author: zero2ai-hub

skill-listing-image-optimizer

zero2ai-hub

Audit Amazon product listing images for non-square dimensions, auto-pad them to 2000×2000 white background, and push corrected images to live listings via SP...

latest

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

667

Stars

CreatedFeb 28, 2026

UpdatedMay 18, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install zero2ai-hub/skill-listing-image-optimizer

Skill Package5 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B54/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation2/35

· No tracked installs (may still have manual users)
· 225 downloads (low demand)

Documentation16/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Detailed summary

Package Completeness11/15

· skillAssets present (4 files)
· Includes README/AGENTS doc

Security Analysis

💙 Low Risk

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://github.com/Zero2Ai-hub/skill-amazon-spapi

Audited Apr 17, 2026 · audit v1.0

💡

Usage Guide

Generated Mar 22, 2026

Amazon SellersE-commerce Agenciesintermediate

💡 Application Scenarios

E-commerce Seller Image ComplianceE-commerce

An Amazon seller with a large catalog discovers many listings have non-square images, risking search ranking penalties. This skill automates auditing, fixing by padding images to 2000×2000 with white backgrounds, and re-uploading via SP-API, ensuring compliance without manual intervention.

Brand Management for Product LaunchesRetail

A brand launching new products on Amazon needs all images to meet platform standards for consistency and quality. The skill streamlines the process by batch-processing images to square dimensions before listing, reducing setup time and avoiding post-launch fixes.

Agency-Scale Listing OptimizationMarketing Services

A marketing agency managing multiple client Amazon accounts uses this skill to audit and optimize thousands of product images efficiently. It integrates with SP-API to push corrected images directly, saving hours of manual work and improving client listing performance.

Inventory Reseller Image StandardizationWholesale

A reseller sourcing products from various suppliers faces inconsistent image formats, including landscape or portrait shots. This skill detects non-square images, pads them uniformly, and updates live listings, ensuring a professional appearance across the inventory.

Cross-Marketplace Seller ExpansionInternational Trade

A seller expanding to multiple Amazon marketplaces needs images to comply with regional standards. The skill works with any marketplace via SP-API, automating the correction process to maintain image quality and compliance as the business scales globally.

💼 Business Models

SaaS Subscription ServiceRecurring subscription fees

Offer this skill as a cloud-based service where sellers pay a monthly fee for automated image audits and fixes. Integrate with Amazon SP-API for seamless updates, targeting small to medium businesses seeking hands-off optimization.

Freelance or Agency ToolProject-based or hourly billing

Freelancers or agencies use this skill to provide image optimization as a paid service to clients. Charge per listing or project, leveraging the automation to handle bulk jobs efficiently and increase service margins.

Enterprise Integration PackageOne-time license or enterprise contracts

Sell this skill as part of a larger e-commerce management suite for enterprises. Bundle it with other tools like inventory management or analytics, offering custom support and integration for high-volume sellers.

💬 Integration Tip

Ensure the VPS has a public IP for the temporary HTTP server used in push_images.js, or consider using S3/Cloudflare for image hosting to avoid port issues.