About

Imported from inference-sh/skills (tools/image/ai-image-generation/SKILL.md) via skills.sh. Install upstream with npx skills add inference-sh/skills --skill ai-image-generation. Copyright stays with the author.

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

AI Image Generation

Name: ai-image-generation
Author: inference-sh

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

AI Image Generation

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	`openai/gpt-image-2`	Text-to-image, editing, inpainting
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-preview`	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-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

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

GPT-Image-2 Editing

belt app run openai/gpt-image-2 --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-preview --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_url": "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 (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

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/inference-sh-skills-ai-image-generation/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

inference-sh-skills-ai-image-generation.ocm.jsonjson

{
  "ocm": "1",
  "id": "inference-sh-skills-ai-image-generation",
  "kind": "skill",
  "name": "ai-image-generation",
  "description": "Generate AI images with GPT-Image-2, FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: GPT-Image-2, FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro Image, Grok Imagine, Seedream 4.5, Reve, ImagineArt. Capabilities: text-to-image, image-to-image, inpainting, LoRA, image editing, upscaling, text rendering. Use for: AI art, product mockups, concept art, social media graphics, marketing visuals, illustrations. Triggers: flux, image generation, ai image, text to image, stable diffusion, generate image, ai art, midjourney alternative, dall-e alternative, text2img, t2i, image generator, ai picture, create image with ai, generative ai, ai illustration, grok image, gemini image, gpt image, openai image, chatgpt image",
  "publisher": "inference-sh",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "creative",
      "marketing"
    ],
    "tags": [
      "skill-md",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Generate AI images with GPT-Image-2, FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: GPT-Image-2, FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro Image, Grok Imagine, Seedream 4.5, Reve, ImagineArt. Capabilities: text-to-image, image-to-image, inpainting, LoRA, image editing, upscaling, text rendering. Use for: AI art, product mockups, concept art, social media graphics, marketing visuals, illustrations. Triggers: flux, image generation, ai image, text to image, stable diffusion, generate image, ai art, midjourney alternative, dall-e alternative, text2img, t2i, image generator, ai picture, create image with ai, generative ai, ai illustration, grok image, gemini image, gpt image, openai image, chatgpt image"
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/inference-sh/skills",
      "path": "tools/image/ai-image-generation/SKILL.md",
      "ref": "HEAD",
      "url": "https://www.skills.sh/inference-sh/skills/ai-image-generation",
      "key": "inference-sh/skills/tools/image/ai-image-generation/SKILL.md"
    },
    "allowed_tools": [
      "Bash(belt",
      "*)"
    ]
  },
  "instructions": "> **Install the belt CLI skill:** `npx skills add belt-sh/cli`\n\n# AI Image Generation\n\nGenerate images with 50+ AI models via [inference.sh](https://inference.sh) CLI.\n\n![AI Image Generation](https://cloud.inference.sh/app/files/u/4mg21r6ta37mpaz6ktzwtt8krr/01kg0v0nz7wv0qwqjtq1cam52z.jpeg)\n\n## Quick Start\n\n> Requires inference.sh CLI (`belt`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)\n\n```bash\nbelt login\n\n# Generate an image with FLUX\nbelt app run falai/flux-dev-lora --input '{\"prompt\": \"a cat astronaut in space\"}'\n```\n\n\n## Ava",
  "cost": {
    "context_tokens": 1114
  }
}

Fetch it by URL: GET /api/v1/registry/inference-sh-skills-ai-image-generation/manifest?version=1.0.0

Reviews

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