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Image Generation
Generate and edit images from text prompts using diffusion-style models.
AI review
Quality 68Trust 45Discovery 40A practical CLI-based image generation/editing skill with clear examples and options, but it lacks critical integration and safety details (API/credentials, model access, content moderation), which reduces trust and launch-readiness.
This listing presents a workable image-generation and editing CLI with good examples (text-to-image, image editing, combining images) and useful output options (aspect ratios, resolutions). However, it omits essential operational details such as how to obtain and configure model access or credentials, dependency/install steps, and any safety/content-moderation guidance. Because of those gaps and an unverifiable provider/model integration claim, the listing needs more implementation and trust indicators before being considered production-ready.
Strengths
- Clear CLI usage examples and sensible options (aspect ratio, resolution, input/output paths).
- Supports a useful set of workflows: text-to-image, editing, combining images, and style transfer.
Considerations
- No instructions on installation, dependencies, or how to connect to the claimed Gemini 3 Pro Image model (API keys, endpoints, or pricing).
- No safety, content-moderation, or copyright guidance; provider and model claims are not independently verified.
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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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)
Edit an Existing Image
Combine Multiple Images
Specify Output Options
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
Image Editing
Multi-Image Composition
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_KEYenvironment variable must be set- Python 3.10+ with
google-genaiandPillowpackages 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"