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product-image-processor

Generate deterministic JSON processing manifests for batch product image workflows.

Updated Jun 16, 2026
Search Tags:#asset-management#batch-planning#image-validation#product-image-processing#image-manifest#ffe-workflow#schedule-integration
One-click install
npx skills add https://github.com/robikscube/SJ-skills-sandbox --skill product-image-processor-robikscube
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: product-image-processor
Source: https://github.com/robikscube/SJ-skills-sandbox/tree/main/Skill-List/alpaca-product/product-image-processor
Command: npx skills add https://github.com/robikscube/SJ-skills-sandbox --skill product-image-processor-robikscube

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Manually planning batch product image processing steps like resizing, background removal, and file organization is time-consuming and prone to inconsistencies, especially for teams managing large product asset libraries.

Core Features & Use Cases

  • Multi-source input support: Accepts product image URLs, local image folders, or CSV/JSON product schedule manifests as input.
  • Deterministic manifest generation: Creates a structured JSON plan with standardized filenames for original, resized, and background-removed image stages.
  • Use Case: FF&E or product teams can use this skill to pre-plan image processing workflows for hundreds of product assets, ensuring consistent file naming and stage organization for downstream agent execution.

Quick Start

Use the product-image-processor skill to generate a processing plan for all product images listed in your attached product-schedule.csv file.

Frequently Asked Questions about product-image-processor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I plan batch product image processing workflows for hundreds of assets?▼

Plan batch product image processing by feeding URLs, local folders, or CSV/JSON manifests into a workflow planner that generates a deterministic JSON manifest with standardized filenames and stage paths for resizing and background removal.

What is a deterministic image manifest for product asset processing?▼

A deterministic image manifest is a structured JSON plan that defines standardized filenames for original, resized, and background-removed image stages, ensuring consistent file organization for downstream agent execution.

Can I use a CSV schedule manifest to organize product image resizing and background removal?▼

Yes, CSV schedule manifests are supported as input to plan product image resizing and background removal, generating a structured JSON plan with standardized filenames for each processing stage.

Do I need external Python libraries to generate a product image processing plan?▼

No external Python libraries are needed. The workflow planner generates the JSON processing manifest using only the Python standard library, requiring no additional dependencies.

What's the best way to pre-plan FF&E image processing for consistent file naming?▼

The best way to pre-plan FF&E image processing is to use a workflow planner that accepts multi-source inputs and generates a deterministic JSON manifest, ensuring consistent file naming and stage organization for downstream execution.

Does batch image processing workflow planning support local directories and image URLs?▼

Yes, batch image processing workflow planning supports multi-source inputs including local image folders, direct product image URLs, and CSV/JSON product schedule manifests.

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