Ai Image Generation

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's instructions and requirements are coherent with its stated purpose (using the inference.sh CLI to run many image models), but it relies on running an external installer and on a third‑party CLI that will perform network activity — review the installer and authentication flows before installing.

Purpose & Capability

The name/description promise (generate images via inference.sh and many models) matches the SKILL.md examples and commands (infsh app run ...). No unrelated credentials, binaries, or filesystem access are requested in the manifest.

Instruction Scope

The SKILL.md explicitly tells the agent to curl a remote install script and run infsh (curl -fsSL https://cli.inference.sh | sh && infsh login) and to run infsh app commands and npx to add other skill packages. These instructions are within scope for a CLI-driven image-generation skill, but they direct the agent to download and execute code and to run login flows (which will exchange credentials/token data). The doc does not instruct any unrelated data collection, but it does give broad discretion to run arbitrary infsh and npx commands.

Install Mechanism

There is no registry-level install spec; the runtime install is a curl|sh installer hosted at cli.inference.sh which downloads platform binaries from dist.inference.sh. curl|sh install patterns are common but higher risk because they execute remote code. The SKILL.md claims SHA-256 verification and links to checksums, but verification depends on the installer implementation and the user following the manual verification steps. Installer provenance (no homepage, unknown source in registry metadata) increases uncertainty.

Credentials

The skill declares no required env vars or credentials, which is consistent with an instruction-only wrapper around infsh. However, many referenced models (e.g., Google Gemini, xAI Grok) typically require authenticated access; the SKILL.md relies on 'infsh login' rather than declaring which credentials or scopes will be used. This omission is not necessarily malicious but leaves ambiguity about what credentials/integrations the CLI will request and store.

Persistence & Privilege

The skill is instruction-only and does not set always:true or request persistent system-wide privileges. It instructs the user/agent to install a CLI and optionally add other skills, but it does not itself request persistent inclusion or modify other skills' configs in the provided content.

Assessment

This skill appears to be what it claims: documentation for using the inference.sh CLI to run many image models. Before installing, verify you trust the inference.sh project and the binaries at dist.inference.sh. Prefer manual verification of checksums instead of piping curl into sh. Be aware 'infsh login' will involve authentication and the CLI may store tokens locally; check what scopes/credentials it requests. If you need stronger assurance, inspect the install script at https://cli.inference.sh and the checksums at https://dist.inference.sh/cli/checksums.txt, or run the installer in an isolated environment (VM/container) first.

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

Quick Start

# Install CLI
curl -fsSL https://cli.inference.sh | sh && infsh login

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

Install note: The install script only detects your OS/architecture, downloads the matching binary from dist.inference.sh, and verifies its SHA-256 checksum. No elevated permissions or background processes. Manual install & verification available.

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)
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
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@inference-sh

# 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