Agent-Skills.md

Agent Skills: Image Upscaling

Upscale and enhance images with Real-ESRGAN, Thera, Topaz, FLUX Upscaler via inference.sh CLI. Models: Real-ESRGAN, Thera (any size), FLUX Dev Upscaler, Topaz Image Upscaler. Use for: enhance low-res images, upscale AI art, restore old photos, increase resolution. Triggers: upscale image, image upscaler, enhance image, increase resolution, real esrgan, ai upscale, super resolution, image enhancement, upscaling, enlarge image, higher resolution, 4k upscale, hd upscale

UncategorizedID: inference-sh/skills/image-upscaling

Repository

inference-sh/skills
inference-sh
18430

Install this agent skill to your local

pnpm dlx add-skill https://github.com/inference-sh/skills/tree/HEAD/tools/image/image-upscaling

Skill Files

Browse the full folder contents for image-upscaling.

Download Skill

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tools/image/image-upscaling/SKILL.md

Skill Metadata

Name
image-upscaling
Description
"Upscale and enhance images with Real-ESRGAN, Thera, Topaz, FLUX Upscaler via inference.sh CLI. Models: Real-ESRGAN, Thera (any size), FLUX Dev Upscaler, Topaz Image Upscaler. Use for: enhance low-res images, upscale AI art, restore old photos, increase resolution. Triggers: upscale image, image upscaler, enhance image, increase resolution, real esrgan, ai upscale, super resolution, image enhancement, upscaling, enlarge image, higher resolution, 4k upscale, hd upscale"

Install the belt CLI skill: npx skills add belt-sh/cli

Image Upscaling

Upscale and enhance images via inference.sh CLI.

Image Upscaling

Quick Start

Requires inference.sh CLI (belt). Install instructions

belt login

belt app run infsh/real-esrgan --input '{"image_url": "https://your-image.jpg"}'

Available Upscalers

| Model | App ID | Best For | |-------|--------|----------| | Topaz Image Upscaler | falai/topaz-image-upscaler | Professional quality, any image |

Examples

Upscale Any Image

belt app run falai/topaz-image-upscaler --input '{"image_url": "https://low-res-image.jpg"}'

Workflow: Generate and Upscale

# 1. Generate image with FLUX Klein (fast)
belt app run falai/flux-2-klein-lora --input '{"prompt": "landscape painting"}' > image.json

# 2. Upscale the result
belt app run falai/topaz-image-upscaler --input '{"image_url": "<url-from-step-1>"}'

Use Cases

  • AI Art: Upscale generated images for print
  • Old Photos: Restore and enhance resolution
  • Web Images: Prepare for high-DPI displays
  • Print: Increase resolution for large prints
  • Thumbnails: Create high-res versions

Related Skills

# Full platform skill (all 250+ apps)
npx skills add inference-sh/skills@infsh-cli

# Image generation (generate then upscale)
npx skills add inference-sh/skills@ai-image-generation

# FLUX models
npx skills add inference-sh/skills@flux-image

# Background removal
npx skills add inference-sh/skills@background-removal

Browse all image apps: belt app store --category image

Documentation