prompt-generator

Generate ready-to-use AI image prompts from user topics using templates and an element database.

1.4k|212|Updated Jan 5, 2026
One-click install
npx skills add https://github.com/huangserva/skill-prompt-generator --skill prompt-generator-huangserva
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-generator
Source: https://github.com/huangserva/skill-prompt-generator/tree/main/.claude/skills/prompt-generator
Command: npx skills add https://github.com/huangserva/skill-prompt-generator --skill prompt-generator-huangserva

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill generates high-quality, ready-to-use AI image prompts from user topics by leveraging a centralized element database, saving time and ensuring consistency across prompts.

Core Features & Use Cases

  • Template-driven prompts: Uses predefined templates (portrait_full, portrait_minimal, product_photography, art_style, cinematic) or auto-selects the best template based on the theme.
  • Element database integration: Combines 1246+ elements into cohesive prompt phrases for diverse visuals.
  • Workflow flexibility: Suitable for design, marketing, and research tasks requiring rapid prompt generation.
  • Use Case: Example: "Generate a cinematic cyberpunk portrait of a female hacker" to produce a ready-to-use prompt.

Quick Start

Provide a theme description, choose a template or allow auto-selection, and receive a ready-to-use English prompt.

Frequently Asked Questions about prompt-generator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate high-quality AI image prompts from a simple topic?

You can generate AI image prompts by providing a theme description and allowing the system to auto-select a template or database elements to output a ready-to-use English prompt. Alternatively, manually choose from templates like portrait_full, product_photography, or cinematic for specific styles.

What is database-driven prompt composition for AI image generation?

Database-driven prompt composition combines over 1246 elements from a centralized database into cohesive phrases for diverse visuals. This mechanism ensures consistency across prompts and supports themes including portraits, products, art, and cinematic styles.

Can I use template-driven prompts for product photography and art styles?

Yes, template-driven prompts support product_photography and art_style templates alongside portrait_full, portrait_minimal, and cinematic options. The system can also auto-select the best matching template based on your input theme description.

Does this prompt generator work for marketing and design workflows?

This prompt generator suits marketing, design, and research workflows requiring rapid prompt generation. It outputs ready-to-use English prompts for AI image tools, saving time and ensuring consistency across visual content creation tasks.

What's the best way to create a cinematic portrait prompt for AI image tools?

The best way to create a cinematic portrait prompt is to provide a theme description and select the cinematic template. The system then leverages database elements to produce a ready-to-use English prompt for AI image tools.