The skill-prompt-generator is an AI-driven system that intelligently combines features from a library to create high-quality portrait description prompts. It includes capabilities for automatic learning, library expansion, and intelligent review, making it a versatile tool for generating tailored prompts.
claude install huangserva/skill-prompt-generatorhttps://github.com/huangserva/skill-prompt-generator
[{"step":"Identify your requirements. Determine the [ARTIST/STYLE], [SUBJECT DESCRIPTION], [MOOD/ATMOSPHERE], and technical constraints (e.g., AI model, aspect ratio) for your portrait. Use tools like MidJourney’s parameter guide or Stable Diffusion’s model documentation to align your prompt with the tool’s capabilities.","tip":"For photorealistic portraits, prioritize lighting, texture, and depth-of-field details. For stylized portraits (e.g., anime or watercolor), focus on brushstroke techniques and color harmony."},{"step":"Customize the prompt template. Fill in the [PLACEHOLDERS] with your specific details. For example, replace [ARTIST/STYLE] with 'Van Gogh-inspired' or [SUBJECT DESCRIPTION] with 'a 40-year-old man with a beard and glasses, wearing a vintage suit.' Use the example output as a reference for structure and detail level.","tip":"Break down complex elements (e.g., mood, composition) into smaller, descriptive phrases. Avoid vague terms like 'beautiful'—instead, describe what makes it beautiful (e.g., 'soft golden hour lighting, delicate freckles')."},{"step":"Add tool-specific parameters. Append model-specific flags (e.g., `--v 6 --ar 16:9` for MidJourney) or negative prompts to refine the output. Use the AI tool’s documentation to ensure compatibility.","tip":"Test parameters incrementally. Start with a base prompt and add 1-2 parameters at a time to identify what works best for your desired output."},{"step":"Generate and iterate. Run the prompt in your chosen AI tool and review the output. If the result isn’t perfect, tweak the prompt by adjusting adjectives, composition, or technical details. Use the AI’s feedback (e.g., MidJourney’s 'describe' feature) to refine further.","tip":"Save successful prompts in a library for reuse. Tools like PromptHero or libraries in Notion can help organize and categorize prompts for future projects."},{"step":"Expand the library. Once you’ve generated multiple high-quality prompts, analyze patterns in what works (e.g., specific lighting terms, color palettes). Use the skill-prompt-generator’s library expansion feature to add these to your custom library for future use.","tip":"Collaborate with other artists or AI enthusiasts to build a shared library of prompts. This can save time and inspire new creative directions."}]
Generate personalized marketing prompts for targeted campaigns.
Create detailed character descriptions for storytelling and game development.
Automate content creation for social media platforms, enhancing user interaction.
Develop unique prompts for artistic projects, including illustrations and designs.
claude install huangserva/skill-prompt-generatorgit clone https://github.com/huangserva/skill-prompt-generatorCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
Generate a high-quality portrait description prompt for [ARTIST/STYLE]. Include the following elements: [SUBJECT DESCRIPTION], [MOOD/ATMOSPHERE], [COLOR PALETTE], [COMPOSITION STYLE], and [DETAIL LEVEL]. Ensure the prompt is optimized for [AI MODEL/TOOL] and follows best practices for [PORTRAIT TYPE, e.g., photorealistic, anime, digital painting].
Here is a tailored portrait description prompt for a photorealistic AI model like MidJourney or Stable Diffusion, designed to generate a high-quality portrait of a young woman in a cyberpunk cityscape: **Prompt:** "A hyper-detailed photorealistic portrait of a 28-year-old woman with sharp, angular features, piercing amber eyes, and long, dark hair streaked with neon blue. She wears a sleek, form-fitting black bodysuit with glowing circuit-like patterns, standing in the rain on a neon-lit rooftop in Neo-Tokyo. The background features towering holographic billboards, rain-slicked streets reflecting neon signs, and a distant view of flying cars. The color palette is dominated by deep purples, electric blues, and warm amber tones. The composition is cinematic, with a low-angle shot emphasizing her confident gaze. The lighting is dramatic, with rim lighting highlighting her hair and suit, and soft ambient glow from the city below. Ultra-HD, 8K, Unreal Engine 5, hyper-realistic textures, depth of field, cinematic grain." **Negative Prompt (if applicable):** "blurry, low resolution, distorted face, bad anatomy, cartoonish, overly saturated, unrealistic proportions, watermark, text, logo." This prompt leverages MidJourney’s `--v 6` model parameters for optimal results, including `--ar 16:9` for a cinematic aspect ratio and `--style raw` for a more photorealistic output. The prompt balances specificity with flexibility, allowing the AI to interpret artistic details while maintaining coherence in the final image.
Take a free 3-minute scan and get personalized AI skill recommendations.
Take free scan