Ai Artist

What it does

This skill, Ai Artist, helps you craft effective prompts for AI text and image generation models like Midjourney, DALL-E, Stable Diffusion, Flux, Imagen/Veo, and others. It focuses on prompt engineering principles to generate higher quality outputs by emphasizing clarity, context, structure, and iterative refinement. The skill provides structured patterns and reference materials to guide users in creating prompts for both Large Language Models (LLMs) and image generation models.

When to use it

• Generating images: You want to create unique images using AI tools but are struggling with the results.
• Improving LLM responses: You need help structuring your requests to LLMs for more targeted and useful outputs.
• Learning prompt engineering techniques: You're new to AI generation and want a guide to best practices.
• Optimizing existing prompts: You have some experience but want to refine your prompts for better results across different models.

Key capabilities

• Structured Prompt Patterns: Provides templates for both LLM and image generation prompts, including sections for Role, Context, Task, Format (for LLMs) and Subject, Style, Composition, Quality, Negative Prompts (for images).
• Model-Specific Syntax Guides: Includes key syntax information for models like Midjourney, DALL-E 3, Stable Diffusion, Flux, and Imagen/Veo.
• Reference Materials: Offers links to detailed guides on LLM prompting, image prompting, Gemini prompting, advanced techniques (meta-prompting, A/B testing), domain patterns, and more.
• Anti-Pattern Identification: Highlights common pitfalls in prompt engineering like vague instructions or conflicting constraints.

Example prompts

• "LLM Prompt: [Role] You are a marketing expert specializing in social media. [Context] We're launching a new line of organic dog treats. [Task] Write three catchy Instagram captions. [Format] List."
• "Image Generation (Midjourney): Portrait of a cyberpunk hacker, neon lighting, cinematic composition, detailed face, 8k, artstation quality --ar 16:9 --style raw"
• "Image Generation (DALL-E 3): A fluffy golden retriever puppy playing in a field of wildflowers."

Tips & gotchas

• Be specific: Avoid vague instructions like "make it better". Clarity is key.
• Consider model limitations: Each AI model has strengths and weaknesses; tailor your prompts accordingly (e.g., DALL-E 3 uses natural language with no parameters).
• Iterate and test: Experiment with different prompt variations to see what produces the best results.