Ai Image Gen Pro

Generate AI images with FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro Image,...

Security Scan

The skill is an instruction-only helper for the inference.sh CLI to run many image models and its requirements and instructions largely match that purpose, with only minor metadata inconsistencies to note.

Purpose & Capability

Name and description match the runtime instructions: the SKILL.md tells the agent to use the infsh CLI to run image-generation apps (Flux, Gemini, Grok, Seedream, Reve, etc.). Nothing requested in the files (no env vars, no config paths) is unexpected for an image-generation CLI helper.

Instruction Scope

Instructions stay within scope: examples only call infsh (infsh login, infsh app run, infsh app list). The SKILL.md does not instruct the agent to read unrelated system files, collect extra secrets, or transmit data to endpoints outside the inference.sh ecosystem. It references external docs and example commands that will cause the user/agent to authenticate to inference.sh, which is expected for this function.

Install Mechanism

There is no install spec in the registry (instruction-only), which is low risk. The SKILL.md links to a raw GitHub URL for infsh install instructions; while this is typical for CLI install docs, users should verify the origin of any installer script they run. No archives or downloads are performed by the skill itself.

Credentials

SKILL.md declares no required environment variables or credentials, which aligns with its function. Minor inconsistency: _meta.json lists a runtime requirement of the Python package 'requests' despite there being no code files that would need it — this appears to be metadata noise rather than a necessary credential or secret.

Persistence & Privilege

The skill is not always-enabled and is user-invocable. It does not request persistent agent privileges, modify other skills, or claim system-wide configuration access.

Assessment

This skill is an instruction-only helper for the inference.sh CLI and appears internally consistent. Before using it: (1) verify and trust the inference.sh CLI install instructions and the installer source (the SKILL.md links to a raw GitHub URL); (2) review what happens when you run infsh login (what auth/token is created and where it is stored) and avoid reusing high-privilege credentials; (3) be aware the skill references paid models and a paid pricing entry in _meta.json; (4) note the small metadata mismatch (the metadata lists the Python 'requests' package even though there is no code) — not harmful but worth questioning the author if you need guarantees. If you need stronger assurance, ask the publisher for an explicit provenance link to the official inference.sh project and a justification for the metadata entry.

AI Image Generation

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

Quick Start

Requires inference.sh CLI (infsh). Install instructions

infsh login

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

Available Models

Model	App ID	Best For
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

infsh app list --category image

Examples

Text-to-Image with FLUX

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

Fast Generation with FLUX Klein

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

Google Gemini 3 Pro

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

Grok Imagine

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

Reve (with Text Rendering)

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

Seedream 4.5 (4K Quality)

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

Image Upscaling

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

Stitch Multiple Images

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

Related Skills

# Full platform skill (all 150+ apps)
npx skills add inference-sh/skills@infsh-cli

# Pruna P-Image (fast & economical)
npx skills add inference-sh/skills@p-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: infsh app list

Documentation

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