ai-prompt-gen

为 AI 模型生成优化的提示，包括 ChatGPT、Midjourney 和代码生成。在以下情况下使用：(1) 创建用于写作、编码、设计或研究的 AI 提示，(2) 优化特定 AI 模型的提示，(3) 分析提示质量，或 (4) 任何 AI 提示工程需求。支持多品类、多AI平台。

# AI Prompt Generator

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

### Generate ChatGPT Prompt
```bash
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
```bash
python3 scripts/ai-prompt-gen.py midjourney "未来城市" "futuristic" "科技感" "high"
```

### Analyze Prompt Quality
```bash
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:**
```bash
# 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:**
```bash
# 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:**
```bash
# 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:**
```bash
# 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:**
```bash
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.

```bash
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
```bash
# 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
```bash
# 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
```bash
# 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
```bash
# 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
```bash
# 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
```bash
# 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.