AI Prompt Generator

Generate optimized prompts for AI models including ChatGPT, Midjourney, and code generation. Use when: (1) creating AI prompts for writing, coding, design, o...

Security Scan

The skill's code and instructions are coherent with its stated purpose (generating and analyzing prompts), request no credentials or installs, and do not perform suspicious I/O or network activity.

Purpose & Capability

Name/description match the included code and SKILL.md: both provide local prompt-generation and analysis for various AI platforms. The skill does not request unrelated binaries, environment variables, or external services.

Instruction Scope

Runtime instructions and the Python script operate locally and only produce prompt text and analysis; they do not read external files, access the network, or exfiltrate data. Minor functional incoherence: the SKILL.md describes style/category options but the code's template-selection logic defaults to a 'creative' template when available (it doesn't actually select templates based on the requested subcategory keys like 'algorithm'/'web'), so behavior may differ from user expectations but not a security risk.

Install Mechanism

No install spec is present; the skill is instruction-only + a single Python script. Nothing is downloaded or written to disk by an installer step beyond the skill file itself.

Credentials

The skill requires no environment variables, credentials, or config paths. The code does not reference any secrets or external credentials.

Persistence & Privilege

The skill is not always-enabled and is user-invocable only. It does not modify other skills or system configuration and does not request elevated persistence.

Assessment

This skill appears to be a simple, local prompt-generator implemented in Python and is coherent with its description. Before running: (1) inspect the script (you already have it) and run it in a trusted environment; (2) be aware of a minor functional mismatch between SKILL.md and the template-selection logic (it may not honor some style/subcategory choices exactly); (3) if you plan to integrate this into automation, verify no network calls are added later and avoid providing secrets (none are required). Overall it is low-risk but review any code you run on your machine.

Generate optimized prompts for various AI models. Create prompts for ChatGPT, Midjourney, code generation, and more with customizable styles and parameters.

When to Use

• Create prompts for AI writing and content generation
• Generate prompts for AI art and design
• Optimize prompts for code generation
• Analyze and improve existing prompts
• Build prompt engineering workflows

Quick Start

Generate Writing Prompt

python3 scripts/ai-prompt-gen.py general writing "人工智能" creative general long

Generate ChatGPT Prompt

python3 scripts/ai-prompt-gen.py chatgpt "专业作家" "写一篇关于AI的文章" "背景信息" "字数500字"

Generate Midjourney Prompt

python3 scripts/ai-prompt-gen.py midjourney "未来城市" "futuristic" "科技感" "high"

Analyze Prompt Quality

python3 scripts/ai-prompt-gen.py analyze "写一个关于AI的文章"

Commands

general <category> <topic> [style] [audience] [length]

Generate general AI prompts for various categories.

Categories:

• writing - Content writing and creative writing
• coding - Code generation and programming
• marketing - Marketing and SEO
• design - Graphic and UI design
• research - Research and analysis
• analysis - Data and business analysis

Style Options:

• concise - Brief and to the point
• creative - Creative and imaginative
• technical - Technical and detailed
• detailed - Comprehensive and thorough

Length Options:

• short - Brief output
• medium - Moderate length (default)
• long - Detailed and comprehensive

Examples:

# Creative writing prompt
python3 scripts/ai-prompt-gen.py general writing "人工智能" creative general long

# Technical coding prompt
python3 scripts/ai-prompt-gen.py general coding "排序算法" technical developer medium

# Marketing prompt
python3 scripts/ai-prompt-gen.py general marketing "SEO优化" detailed business short

chatgpt <role> <task> [context] [constraints]

Generate ChatGPT-specific prompts with role-playing.

Examples:

# Basic prompt
python3 scripts/ai-prompt-gen.py chatgpt "专业作家" "写一篇关于AI的文章"

# With context and constraints
python3 scripts/ai-prompt-gen.py chatgpt "数据分析师" "分析销售数据" "过去一年的销售数据" "包含趋势分析和预测"

midjourney <subject> <style> <mood> [quality]

Generate prompts for Midjourney AI art generation.

Style Options:

• realistic - Photorealistic style
• artistic - Artistic and creative
• cartoon - Cartoon and animated
• minimalist - Simple and clean
• vintage - Vintage and retro
• futuristic - Sci-fi and futuristic

Quality Options:

• high - High quality (default)
• medium - Good quality
• low - Basic quality

Examples:

# Futuristic city
python3 scripts/ai-prompt-gen.py midjourney "未来城市" "futuristic" "科技感" "high"

# Artistic portrait
python3 scripts/ai-prompt-gen.py midjourney "人像" "artistic" "优雅" "high"

code <language> <task> [difficulty]

Generate prompts for code generation.

Difficulty Options:

• beginner - Simple and well-commented
• intermediate - Moderate complexity (default)
• advanced - Complex and optimized

Examples:

# Python sorting algorithm
python3 scripts/ai-prompt-gen.py code "Python" "排序算法" "intermediate"

# JavaScript web app
python3 scripts/ai-prompt-gen.py code "JavaScript" "待办事项应用" "beginner"

analyze <prompt>

Analyze the quality of a prompt and provide feedback.

Examples:

python3 scripts/ai-prompt-gen.py analyze "写一个关于AI的文章"

python3 scripts/ai-prompt-gen.py analyze "你是一个程序员，帮我写代码"

list

List all available prompt templates and categories.

python3 scripts/ai-prompt-gen.py list

Prompt Categories

Writing

• Creative Writing: Generate original, engaging content
• Technical Writing: Create professional documentation
• Business Writing: Produce data-driven reports

Coding

• Algorithms: Implement efficient algorithms
• Web Development: Build modern web applications
• Data Analysis: Process and visualize data

Marketing

• SEO: Optimize for search engines
• Social Media: Plan social campaigns
• Email Marketing: Design email campaigns

Design

• Logo Design: Create brand identities
• UI Design: Design user interfaces
• Brand Design: Develop brand guidelines

Research

• Market Research: Analyze market trends
• Technical Research: Evaluate technology solutions
• Academic Research: Write scholarly reviews

Analysis

• Financial Analysis: Analyze financial data
• Business Analysis: Diagnose business problems
• Data Analysis: Discover data insights

Examples

Content Creation

# Blog post about AI
python3 scripts/ai-prompt-gen.py general writing "人工智能的未来" creative general long

# Technical documentation
python3 scripts/ai-prompt-gen.py general writing "API文档" technical developer medium

AI Art Generation

# Cyberpunk city
python3 scripts/ai-prompt-gen.py midjourney "赛博朋克城市" "futuristic" "霓虹灯" "high"

# Minimalist logo
python3 scripts/ai-prompt-gen.py midjourney "简约logo" "minimalist" "现代" "high"

Code Generation

# Python data analysis
python3 scripts/ai-prompt-gen.py code "Python" "数据分析脚本" "intermediate"

# JavaScript calculator
python3 scripts/ai-prompt-gen.py code "JavaScript" "计算器应用" "beginner"

ChatGPT Optimization

# Role-playing prompt
python3 scripts/ai-prompt-gen.py chatgpt "历史学家" "解释二战历史" "面向中学生" "用简单易懂的语言"

# Expert consultation
python3 scripts/ai-prompt-gen.py chatgpt "财务顾问" "分析投资策略" "高风险承受能力" "包含具体建议"

Tips

• Use specific, clear language in your prompts
• Provide context and constraints when relevant
• Choose appropriate difficulty levels
• Test different styles for optimal results
• Use the analyze feature to improve prompts
• Combine multiple prompt types for complex tasks

Prompt Quality Analysis

The analyze command evaluates prompts based on:

• Length: Prompts should be sufficiently detailed
• Requirements: Clear objectives and expectations
• Context: Background information when needed
• Constraints: Limitations and specific requirements

Troubleshooting

"Unsupported category" error:

• Check spelling of category names
• Use list command to see available categories
• Ensure category is one of: writing, coding, marketing, design, research, analysis

Generic prompts:

• Add more specific details to the topic
• Include audience information
• Specify desired style and length
• Use role-playing for ChatGPT prompts

Poor AI results:

• Use the analyze command to improve prompt quality
• Add more context and constraints
• Try different style options
• Be more specific about requirements

Advanced Usage

Combining Prompts

# Generate a writing prompt, then optimize it
python3 scripts/ai-prompt-gen.py general writing "气候变化" creative general long
python3 scripts/ai-prompt-gen.py analyze "生成的提示词"

Batch Generation

# Generate multiple prompts for comparison
python3 scripts/ai-prompt-gen.py general writing "AI" concise general short
python3 scripts/ai-prompt-gen.py general writing "AI" creative general long

Custom Templates

The script includes built-in templates, but you can modify the code to add your own custom prompt templates for specific use cases.