An autonomous multi-agent team designed to handle the end-to-end workflow of planning, generating, and quality-checking professional e-commerce product imagery.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ai-image-team
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 ai-image-team 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 AI E-commerce Image Creation Team?
The AI E-commerce Image Creation Team is a sophisticated orchestration of three specialized agents—a Planner, a Maker, and a Reviewer—working in unison to deliver high-quality marketing assets. Built on the Openclaw Skills framework, this skill transforms simple natural language requirements into market-ready product visuals by managing the entire creative lifecycle from initial strategy to final quality assurance.
By leveraging this team, developers and store owners can ensure consistency and professional standards in their product photography and promotional banners. The system doesn't just generate images; it thinks through the target audience and aesthetic requirements, making it an essential component of modern digital storefront management within the ecosystem of Openclaw Skills.
AI E-commerce Image Creation Team Use Cases
- Creating high-conversion main images for e-commerce platforms like Tmall, Amazon, or JD.com.
- Designing thematic marketing posters for new product launches with specific styles like tech-focused or minimalist.
- Generating detailed product description page visuals that highlight specific materials and textures.
- Automating batch image production for large product catalogs while maintaining strict quality control.
How AI E-commerce Image Creation Team Works
- The user inputs a natural language requirement describing the product and desired style.
- The Planner agent performs a deep analysis and generates a comprehensive creative brief and optimized prompts.
- The Maker agent executes the generation process using specialized tools to produce 1-4 draft images.
- The Reviewer agent assesses the drafts against a predefined quality threshold (default 0.8) and provides a detailed report.
- If the quality is met, the system delivers the final JSON output; otherwise, it triggers an iterative refinement loop between the Planner and Maker.
AI E-commerce Image Creation Team Setup
To get started with this team skill, ensure you have the core Openclaw environment and the dependent sub-skills installed. Follow these steps for setup:
# Install the necessary sub-skills
openclaw skills install ai-planner ai-maker ai-reviewer
# Configure your team settings in config/team_config.json
# Run the team orchestration
openclaw skills run ai-image-team --input "Generate a tech-style poster for new running shoes"
AI E-commerce Image Creation Team Data Schema & Taxonomy
The skill produces a structured JSON delivery containing the following fields:
| Field | Type | Description |
|---|---|---|
| status | string | The final state: delivered, need_revision, or error |
| images | array | A list of paths or URLs for the generated image assets |
| brief | string | The creative strategy and prompts used during generation |
| review | object | The quality assessment report and iteration history |
| project_history | markdown | Persistent log of the project lifecycle stored in memory/ |
AI E-commerce Image Creation Team Advanced Features
- Multi-agent collaboration protocols that allow Planner, Maker, and Reviewer to operate as a single unit.
- Fully autonomous mode for hands-off generation or manual confirmation mode for human-in-the-loop oversight.
- Configurable quality thresholds and maximum iteration settings to balance speed and perfection.
- Extensible architecture allowing for the registration of new tools or additional team members in the Openclaw Skills ecosystem.
SKILL.md
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