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Image Generation

Generate and edit images from text prompts using diffusion-style models.

Free

Category

creative

Provider

computer agents

Code Files

View on GitHub

AI review

Quality 65Trust 45Discovery 39

Competent, useful image-generation CLI skill with clear examples, but missing critical setup, provenance, and safety details that limit trust and launch-readiness.

This listing describes a practical CLI-based image generation and editing skill with clear usage examples, options, and typical workflows (text-to-image, editing, combining images). The documentation is concise and gives useful defaults and output conventions, but it lacks installation/setup steps, dependency and authentication instructions, provenance for the claimed model (Gemini 3 Pro Image), and any safety or content-moderation guidance. Because of those omissions and the absence of verifiable domain or model access details, the listing needs additional implementation and trust-related information before it’s ready for broad discovery.

Source full AI review

Strengths

Clear CLI usage and concrete examples (text-to-image, edit, combine).
Supports multiple inputs, aspect ratios, and multiple resolutions.

Considerations

No setup, dependencies, or authentication instructions — unclear how to access the claimed model.
No safety, copyright, or content-moderation guidance and no provenance/domain verification.

Why this ranks

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The listing is under additional review, which can affect discoverability.

Trust signals

AI review

Review pending.

Badge guide

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name:

image-generation

description:

Generate and edit images using AI. Use when asked to create, generate, draw, or edit images, illustrations, diagrams, comics, pictures, artwork, logos, or any visual content. Also use for image editing, style transfer, adding elements to photos, or combining multiple images.

Image Generation & Editing

Generate and edit images using Gemini 3 Pro Image - a state-of-the-art model for professional image creation.

When to Use

Use this skill when you need to:

Generate images from text descriptions
Edit existing images (add/remove/modify elements)
Combine multiple images into new compositions
Apply style transfers to images
Create visual assets, illustrations, or diagrams
Generate images with text/logos (high-fidelity text rendering)

Usage

Generate from Text (Text-to-Image)

terminal

Edit an Existing Image

terminal

Combine Multiple Images

terminal

Specify Output Options

terminal

Options

Option	Short	Default	Description
`--output`	`-o`	Auto-generated in `/workspace/generated_images/`	Output file path
`--input`	`-i`	None	Input image for editing (can specify multiple)
`--aspect-ratio`	`-a`	`1:1`	Output aspect ratio
`--resolution`	`-r`	`1K`	Output resolution (1K, 2K, or 4K)

By default, images are saved to /workspace/generated_images/ with timestamped filenames like image_20250120_143052_your_prompt.png.

Aspect Ratios

1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9

Resolutions

1K - ~1024px (default, fastest)
2K - ~2048px (higher quality)
4K - ~4096px (highest quality, slower)

Examples

Text-to-Image Generation

terminal

Image Editing

terminal

Multi-Image Composition

terminal

Capabilities

Gemini 3 Pro Image Features

High-resolution output: 1K, 2K, and 4K generation
Advanced text rendering: Legible, stylized text for logos, diagrams, marketing
Thinking mode: Model reasons through complex prompts for better results
Up to 14 reference images: Mix images for composition (5 high-fidelity people)
Semantic masking: Edit specific parts without explicit masks

Requirements

GEMINI_API_KEY environment variable must be set
Python 3.10+ with google-genai and Pillow packages installed

Tips for Better Results

For Generation

Be descriptive: "A photorealistic close-up portrait with soft golden hour lighting" beats "a portrait"
Specify style: Include art style references (minimalist, photorealistic, watercolor, etc.)
Add camera details: Mention lens type, lighting setup, camera angle for photorealistic images
Use step-by-step: For complex scenes, describe background first, then foreground elements

For Editing

Be specific about what to preserve: "Keep the woman's face unchanged, only add..."
Describe the integration: "The hat should look naturally placed, matching the lighting"
Use semantic descriptions: Instead of "mask the sofa", say "change only the sofa"

For Text in Images

Specify font style descriptively: "clean, bold, sans-serif" or "elegant script"
Place text explicitly: "text at the top center of the image"