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image-clarity-enhancement

Evaluate pet image sharpness and enhance blurry photos with Real-ESRGAN.

Updated Aug 27, 2026
Search Tags:#image#ai#clarity#enhancement#upscale#pet#real-esrgan
One-click install
npx skills add https://github.com/worm-13/pet-design-agent --skill image-clarity-enhancement
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: image-clarity-enhancement
Source: https://github.com/worm-13/pet-design-agent/tree/main/.cursor/skills/image-clarity-enhancement
Command: npx skills add https://github.com/worm-13/pet-design-agent --skill image-clarity-enhancement

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill checks the clarity of a pet image and, when the quality is below a defined threshold, enhances it using Real-ESRGAN to deliver a sharper, more usable photo for downstream design workflows.

Core Features & Use Cases

  • Automatic clarity assessment using a blur score to decide if enhancement is needed.
  • Quality enhancement by invoking the Real-ESRGAN model to improve resolution and reduce blur for pet photographs.
  • Use Case: You have a blurry pet image; run this skill to obtain an enhanced image suitable for cropping, matting, or template application.

Quick Start

Run the clarity check on the input image and generate an enhanced_image path by applying Real-ESRGAN when the quality is below the threshold.

Frequently Asked Questions about image-clarity-enhancement

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

FAQPage Schema
How do I enhance a blurry pet image using AI upscaling?▼

Pet image clarity enhancement uses a Laplacian-based blur score to evaluate sharpness, then automatically applies Real-ESRGAN to upscale and sharpen photos when quality falls below a defined threshold.

Do I need a Replicate API token to run AI image enhancement?▼

Yes, AI image enhancement requires the REPLICATE_API_TOKEN environment variable to authenticate and invoke the nightmareai/real-esrgan model for processing your pet photos.

Can I use this AI image enhancement skill for non-pet photos?▼

While designed for pet image clarity enhancement, the underlying Real-ESRGAN upscaling and Laplacian blur score logic can technically evaluate and enhance sharpness for any provided photo.

What is the best way to automatically check image sharpness before upscaling?▼

Automatic image sharpness checking uses a Laplacian-based blur score to evaluate photo quality, triggering Real-ESRGAN enhancement only when the image clarity falls below a defined threshold.

Why does my pet image enhancement workflow require a blur score threshold?▼

A blur score threshold prevents unnecessary AI upscaling by evaluating pet image sharpness first, ensuring Real-ESRGAN only processes photos that genuinely require clarity enhancement.

How do I integrate enhanced pet images into a matting or design composition workflow?▼

Enhanced pet images are output as file paths, allowing you to directly pass the upscaled Real-ESRGAN results into downstream design workflows such as cropping, matting, or template composition.

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