ai-image-generation by inference-shell

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

AI Image Generation

Generate images with 50+ AI models via inference.sh CLI.

Quick Start

Requires inference.sh CLI (belt). Install instructions

belt login

# Generate an image with FLUX
belt app run falai/flux-dev-lora --input '{"prompt": "a cat astronaut in space"}'

Available Models

Model	App ID	Best For
GPT-Image-2.5 Flare	`openai/gpt-image-2-5-flare`	Best default: text-to-image, editing, inpainting, transparent PNG
GPT-Image-2.5 Sunburst	`openai/gpt-image-2-5-sunburst`	Precise edits that preserve subject and composition
GPT-Image-2	`openai/gpt-image-2`	Previous generation
FLUX Dev LoRA	`falai/flux-dev-lora`	High quality with custom styles
FLUX.2 Klein LoRA	`falai/flux-2-klein-lora`	Fast with LoRA support (4B/9B)
P-Image	`pruna/p-image`	Fast, economical, multiple aspects
P-Image-LoRA	`pruna/p-image-lora`	Fast with preset LoRA styles
P-Image-Edit	`pruna/p-image-edit`	Fast image editing
Gemini 3 Pro	`google/gemini-3-pro-image`	Google's latest
Gemini 2.5 Flash	`google/gemini-2-5-flash-image`	Fast Google model
Grok Imagine	`xai/grok-imagine-image`	xAI's model, multiple aspects
Seedream 4.5	`bytedance/seedream-4-5`	2K-4K cinematic quality
Seedream 4.0	`bytedance/seedream-4-0`	High quality 2K-4K
Seedream 3.0	`bytedance/seedream-3-0-t2i`	Accurate text rendering
Reve	`falai/reve`	Natural language editing, text rendering
ImagineArt 1.5 Pro	`falai/imagine-art-1-5-pro-preview`	Ultra-high-fidelity 4K
FLUX Klein 4B	`pruna/flux-2-klein-4b`	Ultra-cheap ($0.0001/image)
Topaz Upscaler	`falai/topaz-image-upscaler`	Professional upscaling

Browse All Image Apps

belt app list --category image

Examples

GPT-Image-2.5 Flare

belt app run openai/gpt-image-2-5-flare --input '{
  "prompt": "professional product photo of sneakers, studio lighting",
  "quality": "high"
}'

GPT-Image-2.5 Sunburst Editing

belt app run openai/gpt-image-2-5-sunburst --input '{
  "prompt": "change the background to a beach at sunset",
  "images": ["https://your-image.jpg"]
}'

Text-to-Image with FLUX

belt app run falai/flux-dev-lora --input '{
  "prompt": "professional product photo of a coffee mug, studio lighting"
}'

Fast Generation with FLUX Klein

belt app run falai/flux-2-klein-lora --input '{"prompt": "sunset over mountains"}'

Google Gemini 3 Pro

belt app run google/gemini-3-pro-image --input '{
  "prompt": "photorealistic landscape with mountains and lake"
}'

Grok Imagine

belt app run xai/grok-imagine-image --input '{
  "prompt": "cyberpunk city at night",
  "aspect_ratio": "16:9"
}'

Reve (with Text Rendering)

belt app run falai/reve --input '{
  "prompt": "A poster that says HELLO WORLD in bold letters"
}'

Seedream 4.5 (4K Quality)

belt app run bytedance/seedream-4-5 --input '{
  "prompt": "cinematic portrait of a woman, golden hour lighting"
}'

Image Upscaling

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

Stitch Multiple Images

belt app run infsh/stitch-images --input '{
  "images": ["https://img1.jpg", "https://img2.jpg"],
  "direction": "horizontal"
}'

Related Skills

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

# Pruna P-Image (fast & economical)
npx skills add inference-sh/skills@p-image

# GPT-Image-2.5 / GPT-Image-2 (OpenAI)
npx skills add inference-sh/skills@gpt-image

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

# Upscaling & enhancement
npx skills add inference-sh/skills@image-upscaling

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

# Video generation
npx skills add inference-sh/skills@ai-video-generation

# AI avatars from images
npx skills add inference-sh/skills@ai-avatar-video

Browse all apps: belt app list

Documentation

Running Apps - How to run apps via CLI
Image Generation Example - Complete image generation guide
Apps Overview - Understanding the app ecosystem

Third-party checks

1 warning13d5 checks · Risk SAFE

Gen Agent Trust Hub13d
This skill provides a set of instructions and examples for using the inference.sh CLI to generate and edit images using various AI models. It follows security best practices by restricting its own tool access to the specific vendor CLI and referencing official documentation.
Socket13d
No alerts
Snyk13d
Risk: MEDIUM · 1 issue
Runlayer6mo
1/1 file flagged
ZeroLeaks5mo
Score: 93/100 · 2 sections analyzed

What it does

Generate images with 50+ AI models—GPT-Image-2, FLUX, Gemini, Grok, Seedream, and others—via the inference.sh CLI, supporting text-to-image, image editing, inpainting, and upscaling. Use this skill to add AI image generation capabilities to Claude for product mockups, concept art, social media graphics, and marketing visuals.

Generated from the current SKILL.md.

Frequently asked

Which models does this skill support?

50+ models including GPT-Image-2, FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro, Grok Imagine, Seedream 4.5, Reve, and ImagineArt 1.5 Pro. Use `belt app store --category image` to browse the full list.

What capabilities are supported beyond text-to-image?

The skill supports image-to-image, inpainting, image editing, LoRA fine-tuning, upscaling, and text rendering in images.

Does this require authentication?

Yes. You must run `belt login` after installing the inference.sh CLI to authenticate with your account.

How fast and cheap can image generation be with this skill?

FLUX Klein 4B generates images for $0.0001 per image. P-Image and FLUX.2 Klein LoRA also offer economical, fast generation options.

Can I use this skill to edit or upscale existing images?

Yes. GPT-Image-2 supports editing and inpainting, P-Image-Edit for fast edits, and Topaz Upscaler for professional upscaling.

Generated from the current SKILL.md. These answers refresh after source changes.

/ai-image-generation

SKILL.md