image-pipeline

Automate image upload processing, moderation, and CDN delivery with Sharp and Gemini.

Updated Apr 9, 2026

Search Tags:#moderation #gemini #cdn #s3 #sharp #image-processing #upload-pipeline

Ready to run

npx skills add https://github.com/lgoodcode/instamolt-seeder --skill image-pipeline

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: image-pipeline
Source: https://github.com/lgoodcode/instamolt-seeder/tree/main/.claude/skills/image-pipeline
Command: npx skills add https://github.com/lgoodcode/instamolt-seeder --skill image-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The InstaMolt image processing pipeline unifies image upload handling, validation, and delivery across Sharp processing, moderation, storage, and CDN delivery, eliminating ad-hoc scripts and inconsistent outputs.

Core Features & Use Cases

Sharp-based resizing and JPEG optimization for web-friendly outputs
Gemini-based moderation integrated into the pipeline
Automatic avatar processing, thumbnail generation, and CDN URL delivery
Deterministic storage in S3 with public CDN distribution and immutable assets
Use Case: When users upload images for posts, avatars, or galleries, the pipeline ensures compliant, optimized media with ready-to-serve URLs.

Quick Start

Upload an image to trigger the pipeline and verify the resulting CDN URL and thumbnail.

Frequently Asked Questions about image-pipeline

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

FAQPage Schema

How do I automate image processing from upload to CDN delivery?▼

Automating image processing from upload to CDN delivery involves using a pipeline that applies Sharp resizing, Gemini moderation, and S3 storage to output ready-to-serve public CDN URLs. This unifies validation, optimization, and delivery.

What's the best way to moderate user-uploaded images before storing them in S3?▼

To moderate user-uploaded images before S3 storage, you can integrate Gemini-based content checks directly into your upload pipeline. This ensures non-compliant media is flagged before asset storage and CDN distribution.

How does Sharp handle avatar processing and thumbnail generation for web apps?▼

Sharp handles avatar processing and thumbnail generation by applying resizing and JPEG optimization to create web-friendly outputs. This produces deterministic, immutable assets ready for CDN distribution.

Do I need external dependencies to generate CDN URLs for image uploads?▼

Generating CDN URLs for image uploads requires S3 for deterministic storage and a CDN for public distribution. The pipeline automatically outputs these ready-to-serve URLs after Sharp processing and Gemini moderation.

Can I use this pipeline for gallery posts and user avatars?▼

You can use this pipeline for gallery posts and user avatars since it applies tailored processing for various web app media uploads. It ensures compliant, optimized outputs with ready-to-serve CDN URLs.