A sophisticated AI agent skill for creating platform-optimized, professional product photography and marketing visuals.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install product-image-generator
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 product-image-generator 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 Product Image Generator?
The Product Image Generator is an essential addition to the suite of Openclaw Skills, designed to automate the production of high-quality product imagery for global e-commerce marketplaces. It transforms simple text descriptions or reference files into professional-grade visuals by analyzing the product's core identity, target audience, and competitive positioning. Whether you need clean studio shots or aspirational lifestyle scenes, this skill ensures every image is tailored to perform.
This tool is particularly powerful for developers and merchants who need to maintain strict visual standards across thousands of SKUs. By integrating technical platform requirements directly into the generation workflow, it eliminates the manual guesswork usually involved in meeting the specifications for sites like Amazon, Shopify, or eBay. It serves as a comprehensive visual companion that handles everything from initial product analysis to final prompt engineering and file organization.
Product Image Generator Use Cases
- Creating Amazon-compliant main images with pure white backgrounds and high-resolution zoom capabilities.
- Developing lifestyle-focused marketing sets for Shopify stores to increase customer emotional engagement.
- Generating technical infographics and exploded views to explain complex product features or assembly steps.
- Maintaining brand consistency across a product line by using reference image chains and shared style presets.
- Rapidly prototyping visual marketing strategies for new product launches before investing in physical photography.
How Product Image Generator Works
- The process begins with an environment check where the agent loads user preferences from EXTEND.md to apply consistent branding and language settings.
- The user provides a product description, which the skill analyzes to extract key features, target demographics, and the most suitable visual opportunities.
- After a brief confirmation of the product's positioning, the agent proposes three distinct visual strategies: Product-Focused, Lifestyle-Focused, or Information-Focused.
- Once the user selects a strategy and platform, the skill generates a structured outline and a series of optimized prompts.
- Images are generated sequentially using a reference chain, where the first 'hero' image acts as a visual anchor to ensure consistent lighting and texture for all subsequent shots.
- The final output is organized into a dedicated directory containing all analysis, prompts, and the finished images ready for upload.
Product Image Generator Setup
Integrating this tool into your Openclaw Skills workflow is straightforward. You can initiate the generator using a simple CLI command. If it's your first time, the agent will walk you through a setup process to define your default platforms and styles.
# Basic usage with a product description file
/product-image-generator product-info.md
# Advanced usage with specific style and platform overrides
/product-image-generator product-info.md --style premium --platform shopify --scene lifestyle
The configuration is stored in .teamclaw-skills/product-image-generator/EXTEND.md, allowing you to maintain project-specific preferences automatically.
Product Image Generator Data Schema & Taxonomy
The skill maintains a highly organized file structure for every product session, ensuring that all metadata and source files are preserved alongside the images:
| Component | Purpose |
|---|---|
analysis.md |
Contains product positioning, audience insights, and recommended visual count. |
outline.md |
The final approved blueprint for the image set, including styles and platform requirements. |
prompts/ |
A subdirectory storing the specific Markdown-formatted prompts for every generated asset. |
*.png |
The high-resolution, platform-optimized output images (e.g., 01-hero-slug.png). |
source.md |
The original product input used for the generation session. |
strategy-*.md |
Comparative strategy documents (A, B, and C) generated during the planning phase. |
Product Image Generator Advanced Features
- Reference Image Chain: Automatically uses previously generated images in the set as style references for new ones to ensure perfect visual continuity.
- Platform-Specific Compliance: Injects technical constraints like Amazon's RGB 255 white background or specific aspect ratios for eBay and Etsy.
- Multi-Strategy Outlining: Simultaneously generates three different marketing approaches (Product, Lifestyle, and Information-heavy) for every analysis.
- Intelligent Auto-Selection: Automatically matches product categories (e.g., Electronics) with optimal styles (e.g., Tech) and scenes (e.g., Exploded View).
- Granular Session Management: Allows users to edit specific prompts and regenerate individual images without losing the context of the entire set.
SKILL.md
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