Prompting image models on Replicate
0This skill provides techniques for prompting image models using the Replicate API. It is designed for developers and users looking to enhance how they generate images using AI models.
4700Updated 1mo ago
AI Image Processing
Quick InstallView Source
$ npx skills add https://github.com/replicate/skills --skill prompt-imagesOverview
About This Skill
This skill teaches prompting techniques specifically designed for image generation and editing models on the Replicate platform. It helps developers and creators craft effective prompts to improve image quality, control outputs, and unlock model capabilities. By learning Replicate's best practices for image prompting, users can generate higher-quality visuals, iterate faster, and build more sophisticated AI-powered applications. The skill complements Replicate's broader toolkit for finding, comparing, and running image models at scale.
How to Use
Install with `$ npx skills add https://github.com/replicate/skills --skill prompt-images`
Use Cases
Choosing the right image model from the Replicate API
Writing effective natural language prompts for better model outputs
Comparing features and pricing of different image models
Tags
Setup & Installation
Quick Install
Terminal
$ npx skills add https://github.com/replicate/skills --skill prompt-imagesAlternative Install (Git Clone)
git clone https://github.com/replicate/skillsRequirements
- Claude Code or compatible AI agent
Quick Start Guide
1
Install the Skill
Copy the install command above and run it in your terminal.
2
Open Your AI Agent
Launch Claude Code, Cursor, or your preferred AI coding agent.
3
Try It Out
Use the prompt template or examples below to test the skill.
4
Customize
Adapt the skill to your specific use case and workflow.
Usage Examples
Prompt Template
Generate an image using the Replicate API with the following prompt: '[PROMPT]' and model '[MODEL_NAME]'. Use the following parameters: --width [WIDTH] --height [HEIGHT] --num_outputs [NUM_OUTPUTS] --seed [SEED]. Return the image URL and a brief description of the visual style and elements.
Example Output
Here’s your generated image from the Replicate API: **Image URL:** `https://replicate.delivery/pbxt/abc123/output.png` **Visual Description:** A futuristic cyberpunk cityscape at dusk, with neon-lit skyscrapers reflecting off rain-slicked streets. Holographic billboards display Japanese characters, and flying cars zip between buildings. The color palette is dominated by deep blues, purples, and vibrant pinks, with a cinematic, high-contrast lighting style reminiscent of Blade Runner 2049. **Model Used:** `stability-ai/stable-diffusion:latest` **Parameters:** - Dimensions: 1024x768 - Outputs: 1 - Seed: 42
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