E-commerce Detail Module Studio

The Challenge of Crafting E-commerce Detail Pages

For e-commerce operations, converting core product facts (like material, dimensions, and verified selling points) into engaging and accurate visual detail page modules is a tedious and error-prone process. Operators must manually organize multiple product images to ensure the visual narrative is logical, brand elements are consistent, and all information is strictly factual, not fabricated. This workflow spans planning, design, and quality assurance phases.

How This Skill Works: Core Capabilities and Steps

The AI ecommerce detail page module skill addresses this challenge through a structured workflow. It functions as a modular content production pipeline, not merely an image generator. The core process involves key steps:

• Planning First, Fact-Driven: Before any image generation, the skill guides you in confirming all SKU facts (model, material, size, etc.) and brand constraints. It then plans a narrative sequence for three to six modules (e.g., proposition, material, usage, comparison, packaging). This sequence planning step is free.
• Module Creation with Fact Preservation: When creating a single module, the skill calls the beatra.images.transform tool, placing the confirmed product base image in the images[0] position to ensure fidelity. For local corrections to existing modules, it uses beatra.images.edit. Model and canvas selections are informed by queries to beatra.models.list.
• Rigorous Quality and Compliance Control: Each step emphasizes preserving product facts, prohibiting the addition of unsupported claims. Outputs are checked for SKU fidelity, factual accuracy, visual rhythm between modules, and page fit. Any change in prompt, product image, or model is treated as a new, distinct paid request requiring explicit user approval.

All remote operations are executed through the bundled scripts/mcp_client.py client, with tool calls invoked via the call name and JSON passed via standard input.

Scope and Important Constraints

Be aware of this skill's boundaries; it is not an all-in-one solution:

• Core Focus: It specializes in planning the sequence and delivering visuals for detail page modules. It handles a sequence of multiple images.
• Explicit Exclusions: For re-shooting a single product photo, use product-photo-studio. For a complete set of listing images, use ecommerce-listing-image-set. This skill does not handle those tasks.
• Payment and Approval: Planning is free, but each paid module generation presents a full prompt including the base image, model, canvas, and real-time price for your approval before execution. Task status is tracked via beatra.tasks.get.
• Client-Side Execution: All operations strictly occur via the bundled client. It does not configure or call host environments, nor does it degrade to REST/OpenAPI.
• Automatic Updates: The client periodically checks for and installs updates silently. Update failures will not retry paid operations, ensuring stability for the current session.