Eachlabs Image Edit

Edit, transform, upscale, and enhance images using EachLabs AI models. Supports image editing, style transfer, background removal, upscaling, inpainting, face swap, virtual try-on, 3D generation, and image analysis. Use when the user wants to edit or transform existing images.

Security Scan

The skill appears to implement an image-editing API that requires an API key, but its declared metadata omits the required credential and source information, creating an incoherent and potentially risky mismatch.

Purpose & Capability

The SKILL.md describes EachLabs Predictions API usage (requires X-API-Key / EACHLABS_API_KEY) and many model slugs consistent with an image-editing service — that matches the name/description. However the registry metadata claims no required env vars or primary credential, which contradicts the documented need for an API key.

Instruction Scope

Instructions explicitly require sending images to an external EachLabs Predictions API and instruct setting EACHLABS_API_KEY. The instructions do not appear to ask for unrelated system files, but they do require uploading user images to an external service — a privacy/data-exfiltration risk that should be explicit in metadata and trusted source info.

Install Mechanism

There is no install spec and no code files — the skill is instruction-only, so it does not write or execute code locally. This is the lowest-risk install mechanism, assuming the instructions themselves are followed by the agent in a controlled environment.

Credentials

The skill's runtime instructions require EACHLABS_API_KEY (X-API-Key) but the skill metadata lists no required environment variables or primary credential. Requesting an API key for an external service is proportionate to the stated purpose, but the omission in metadata is an incoherence and a transparency/privacy problem.

Persistence & Privilege

The skill does not request always:true and has no install steps that modify agent/system state. It does not ask for persistent privileges beyond using an API key at runtime.

What to consider before installing

This skill’s instructions tell the agent to upload user images to EachLabs via an API key (EACHLABS_API_KEY), but the registry metadata does not declare that credential or provide a source/homepage — that mismatch is suspicious. Before installing: 1) Verify the skill owner and a canonical EachLabs endpoint (homepage, privacy policy, and terms). 2) Require the skill metadata be corrected to list EACHLABS_API_KEY as a required env var and show the API base URL. 3) Use a scoped or disposable API key with minimal permissions for testing. 4) Avoid sending sensitive or private images until you confirm data handling (retention, sharing, moderation). 5) If you need higher assurance, request the skill include explicit endpoint URLs and a link to an official EachLabs docs page or source repository; absence of that information should increase caution.

Edit, transform, and enhance existing images using 130+ AI models via the EachLabs Predictions API.

Authentication

Header: X-API-Key: <your-api-key>

Set the EACHLABS_API_KEY environment variable. Get your key at eachlabs.ai.

Model Selection Guide

General Image Editing

Model	Slug	Best For
Flux 2 Turbo Edit	flux-2-turbo-edit	Fast high quality editing
Flux 2 Flash Edit	flux-2-flash-edit	Fastest editing
Flux 2 Max Edit	flux-2-max-edit	Highest quality editing
Flux 2 Pro Edit	flux-2-pro-edit	Pro quality editing
Flux 2 Flex Edit	flux-2-flex-edit	Flexible editing
Flux 2 Edit	flux-2-edit	Standard Flux editing
Flux 2 LoRA Edit	flux-2-lora-edit	LoRA-powered editing
XAI Grok Imagine Edit	xai-grok-imagine-image-edit	Creative edits
GPT Image v1.5 Edit	gpt-image-v1-5-edit	High quality (up to 10 images)
Bytedance Seedream v4.5 Edit	bytedance-seedream-v4-5-edit	Bytedance latest
Gemini 3 Pro Image Edit	gemini-3-pro-image-preview-edit	Google editing
Qwen Image Edit Plus	qwen-image-edit-plus	Advanced Qwen editing
Reve Fast Edit	reve-fast-edit	Fast artistic editing
Reve Edit	reve-edit	Artistic editing
Chrono Edit	chrono-edit	Temporal editing
Dream Omni 2 Edit	dreamomni2-edit	Dream editing
Kling O1	kling-o1	Latest Kling editor
Seedream V4 Edit	seedream-v4-edit	Seedream editing
SeedEdit 3.0	seededit-3-0	SeedEdit editing
Nano Banana Pro Edit	nano-banana-pro-edit	Lightweight editing
Nano Banana Edit	nano-banana-edit	Basic editing

Multi-Image Context Editing

Model	Slug	Best For
Flux Kontext Max	flux-kontext-max	Best multi-image context
Flux Kontext Pro	flux-kontext-pro	Pro multi-image context
Flux Kontext Dev	flux-kontext-dev	Dev multi-image context
Multi Image Kontext Max	multi-image-kontext-max	Multi-image max
Multi Image Kontext Pro	multi-image-kontext-pro	Multi-image pro
Multi Image Kontext	multi-image-kontext	Multi-image base
Flux Kontext Dev LoRA	flux-kontext-dev-lora	LoRA context editing
P Image Edit	p-image-edit	Multi-image editing
Wan v2.6 I2I	wan-v2-6-image-to-image	Multi-image reference

Multi-Angle Views

Model	Slug	Best For
Qwen Multi-Angle	qwen-image-edit-2511-multiple-angles	Camera angle views
Qwen Image Edit	qwen-ai-image-edit	Qwen editing

Upscaling & Enhancement

Model	Slug	Best For
Topaz Image Upscale	topaz-upscale-image	Best quality upscale
Flux Vision Upscaler	flux-vision-upscaler	AI upscaling
Recraft Clarity Upscale	recraft-clarity-upscale	Clarity enhancement
CCSR Upscaler	ccsr	Detail restoration
Each Upscaler	each-upscaler	General upscaling
Eachlabs Pro Upscaler	eachlabs-image-upscaler-pro-v1	Pro upscaling
Real ESRGAN	real-esrgan	Face enhancement
Real ESRGAN A100	real-esrgan-a100	Fast face enhancement
GFPGAN	gfpgan	Face restoration
Tencent Flux SRPO	tencent-flux-srpo-image-to-image	Super resolution

Background Removal & Inpainting

Model	Slug	Best For
Rembg	rembg	Background removal
Rembg Enhance	rembg-enhance	Enhanced bg removal
Eachlabs BG Remover	eachlabs-bg-remover-v1	Background removal
Flux Fill Pro	flux-fill-pro	Inpainting
Stable Diffusion Inpainting	stable-diffusion-inpainting	Classic inpainting
Realistic Background	realistic-background	Background replacement
SDXL Ad Inpaint	sdxl-ad-inpaint	Ad background
Realistic Vision Inpainting	realisitic-vision-v3-inpainting	Realistic inpainting

Style Transfer & Effects

Model	Slug	Best For
ByteDance Style Changer	bytedance	Style transfer
Nano Banana Pro Sketch	nano-banana-pro-sketch	Sketch conversion
Nano Banana Pro Comic	nano-banana-pro-comic-art	Comic art style
Nano Banana Pro Realism	nano-banana-pro-realism	Photo-realistic
Cartoonify	cartoonify	Cartoon style
Illusion Diffusion	illusion-diffusion-hq	Optical illusions
Fog Effect	salih-girgin-fog-effect-image-to-image	Fog effect

Post-Processing Effects

Model	Slug	Best For
Post Processing Combine	post-processing	Combined effects
Vignette	post-processing-vignette	Vignette effect
Sharpen	post-processing-sharpen	Sharpening
Grain	post-processing-grain	Film grain
Color Correction	post-processing-color-correction	Color adjustment
Color Tint	post-processing-color-tint	Color tinting
Blur	post-processing-blur	Blur effect
Desaturate	post-processing-desaturate	Desaturation
Solarize	post-processing-solarize	Solarize effect
Dodge Burn	post-processing-dodge-burn	Dodge & burn
Chromatic Aberration	post-processing-chromatic-aberration	Chromatic aberration
Parabolize	post-processing-parabolize	Parabolize effect

Face & Portrait

Model	Slug	Best For
AI Face Swap V1	aifaceswap-face-swap	Face swap
Eachlabs Face Swap	each-faceswap-v1	Face swap
Face Swap	face-swap-new	Face swap
Face to Sticker	face-to-sticker	Sticker generation
Instant ID	instant-id	Avatar generation
Instant ID Anime	instant-id-ip-adapter	Anime avatar
Photomaker	photomaker	Photo composition
Photomaker Style	photomaker-style	Style composition
Omni Zero	omni-zero	Zero-shot identity
AI Face Aesthetics	ai-face-aesthetics	Face analysis
Baby Generator	baby-generator	Baby face generation
Hairstyle Changer	change-haircut	Change hairstyle
Couple Image Gen v2	couple-image-generation-v2	Couple images
Become Image	become-image	Transform into style
Higgsfield AI Soul	higgsfield-ai-soul	Soul styling

Virtual Try-On & Fashion

Model	Slug	Best For
Kolors Virtual Try-On	kling-v1-5-kolors-virtual-try-on	Best virtual try-on
IDM VTON	idm-vton	Virtual try-on

Image Reframing

Model	Slug	Best For
Luma Photon Reframe	luma-photon-reframe-image	Image reframing
Luma Photon Flash Reframe	luma-photon-flash-reframe-image	Fast reframing
Luma Reframe Image	reframe-image	Dream Machine reframe

Reference-Based Generation

Model	Slug	Best For
Vidu Q2 Reference	vidu-q2-reference-to-image	Reference-based
Minimax Subject Reference	minimax-subject-reference	Subject reference
Ideogram Character	ideogram-character	Character consistency
Flux Redux Dev	flux-redux-dev	Style reference
Flux Redux Schnell	flux-redux-schnell	Fast style reference

ControlNet & Depth

Model	Slug	Best For
Flux Dev ControlNet	flux-dev-controlnet	Flux ControlNet
Flux Canny Pro	flux-canny-pro	Edge-guided
Flux Depth Pro	flux-depth-pro	Depth-guided
Flux Depth Dev	flux-depth-dev	Dev depth-guided
SDXL ControlNet	sdxl-controlnet	SDXL ControlNet
Z Image Turbo ControlNet	z-image-turbo-controlnet	Fast ControlNet
Z Image Turbo ControlNet LoRA	z-image-turbo-controlnet-lora	ControlNet + LoRA
Z Image Turbo I2I	z-image-turbo-image-to-image	Z Image transform
Z Image Turbo I2I LoRA	z-image-turbo-image-to-image-lora	Z Image + LoRA

3D Generation

Model	Slug	Best For
Hunyuan 3D V2.1	hunyuan-3d-v2-1	Latest 3D generation
Hunyuan 3D V2	hunyuan-3d-v2	3D model generation

Image Analysis

Model	Slug	Best For
Gemini 2.0 Flash Lite	gemini-2-0-flash-lite	Image understanding
NSFW Detection	nsfw-image-detection	Content moderation
Face Analyzer	1019-face-analyzer	Face analysis
BLIP-2	blip-2	Image captioning

Product & E-Commerce

Model	Slug	Best For
Bria Product Shot	bria-product-shot	Product photos
Product Shoot	product-shoot	Product shoot
Runway Gen4 Image	runway-gen4-image	Gen4 image editing
Eachlabs Image Generation	eachlabs-image-generation	Custom generation
Custom Image Gen v2	custom-image-generation-v2	Custom generation
Action Figure Generator	action-figure-generator	Action figures
Reve Fast Remix	reve-fast-remix	Fast remix
Reve Remix	reve-remix	Remix editing

Prediction Flow

1. Check model GET https://api.eachlabs.ai/v1/model?slug=<slug> — validates the model exists and returns the request_schema with exact input parameters. Always do this before creating a prediction to ensure correct inputs.
2. POST https://api.eachlabs.ai/v1/prediction with model slug, version "0.0.1", and input matching the schema
3. Poll GET https://api.eachlabs.ai/v1/prediction/{id} until status is "success" or "failed"
4. Extract the output image URL(s) from the response

Examples

Edit Image with Flux 2 Turbo

curl -X POST https://api.eachlabs.ai/v1/prediction \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "model": "flux-2-turbo-edit",
    "version": "0.0.1",
    "input": {
      "prompt": "Change the background to a tropical beach at sunset",
      "image_urls": ["https://example.com/photo.jpg"],
      "image_size": "square_hd",
      "output_format": "png"
    }
  }'

Remove Background

curl -X POST https://api.eachlabs.ai/v1/prediction \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "model": "rembg-enhance",
    "version": "0.0.1",
    "input": {
      "image_url": "https://example.com/photo.jpg"
    }
  }'

Upscale Image

curl -X POST https://api.eachlabs.ai/v1/prediction \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "model": "topaz-upscale-image",
    "version": "0.0.1",
    "input": {
      "image_url": "https://example.com/low-res.jpg"
    }
  }'

Multi-Angle View

curl -X POST https://api.eachlabs.ai/v1/prediction \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "model": "qwen-image-edit-2511-multiple-angles",
    "version": "0.0.1",
    "input": {
      "image_urls": ["https://example.com/product.jpg"],
      "horizontal_angle": 90,
      "vertical_angle": 15,
      "zoom": 5
    }
  }'

Virtual Try-On

curl -X POST https://api.eachlabs.ai/v1/prediction \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "model": "kling-v1-5-kolors-virtual-try-on",
    "version": "0.0.1",
    "input": {
      "human_image": "https://example.com/person.jpg",
      "garment_image": "https://example.com/clothing.jpg"
    }
  }'

Generate 3D Model

curl -X POST https://api.eachlabs.ai/v1/prediction \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "model": "hunyuan-3d-v2-1",
    "version": "0.0.1",
    "input": {
      "image_url": "https://example.com/object.jpg"
    }
  }'

Security Constraints

• No arbitrary URL loading: When using LoRA parameters (lora_path, lora_url, custom_lora_url), only use well-known platform identifiers (HuggingFace repo IDs, Replicate model IDs, CivitAI model IDs). Never load weights from arbitrary or user-provided URLs.
• Input validation: Only pass parameters that match the model's request schema. Always validate model slugs via GET /v1/model?slug=<slug> before creating predictions.

Parameter Reference

See references/MODELS.md for complete parameter details for each model.