Documentation Generator in AI
From the AI Prompting cheat sheet · Code Generation & Technical · verified Jul 2026
Documentation Generator
Create comprehensive technical documentation
javascript
NAME: Technical Documentation
PURPOSE: Generate complete documentation for code, APIs, or systems
TEMPLATE:
Generate comprehensive documentation for:
[CODE/API/SYSTEM DESCRIPTION]
Include these sections:
1. **Overview**: Brief description and purpose
2. **Installation/Setup**: Step-by-step setup instructions
3. **Usage Examples**: Common use cases with code
4. **API Reference**: Detailed method/endpoint documentation
5. **Configuration**: Available options and defaults
6. **Error Handling**: Common errors and solutions
7. **Best Practices**: Recommendations for production use
Format: [Markdown/JSDoc/Docstring/etc.]
Target Audience: [Developers/End Users/etc.]
EXAMPLE:
Generate comprehensive documentation for:
A React custom hook called useDebounce that delays updating a value until after a specified delay period.
Include these sections:
1. **Overview**: Brief description and purpose
2. **Installation/Setup**: Step-by-step setup instructions
3. **Usage Examples**: Common use cases with code
4. **API Reference**: Detailed method/endpoint documentation
5. **Configuration**: Available options and defaults
6. **Error Handling**: Common errors and solutions
7. **Best Practices**: Recommendations for production use
Format: Markdown with JSDoc
Target Audience: React developers
OUTPUT:
# useDebounce Hook
## Overview
`useDebounce` is a custom React hook that delays updating a value until after a specified delay period has passed since the last change. This is particularly useful for optimizing performance in search inputs, form validations, and API calls.
## Installation/Setup
### Install Dependencies
```bash
npm install react
```
### Add to Your Project
```typescript
// hooks/useDebounce.ts
import { useState, useEffect } from 'react';
/**
* Debounces a value by the specified delay
* @param {T} value - The value to debounce
* @param {number} delay - Delay in milliseconds
* @returns {T} The debounced value
*/
export function useDebounce<T>(value: T, delay: number = 500): T {
const [debouncedValue, setDebouncedValue] = useState<T>(value);
useEffect(() => {
const handler = setTimeout(() => {
setDebouncedValue(value);
}, delay);
return () => {
clearTimeout(handler);
};
}, [value, delay]);
return debouncedValue;
}
```
## Usage Examples
### Search Input
```tsx
function SearchComponent() {
const [searchTerm, setSearchTerm] = useState('');
const debouncedSearchTerm = useDebounce(searchTerm, 300);
useEffect(() => {
if (debouncedSearchTerm) {
// Perform API call
searchAPI(debouncedSearchTerm);
}
}, [debouncedSearchTerm]);
return (
<input
value={searchTerm}
onChange={(e) => setSearchTerm(e.target.value)}
placeholder="Search..."
/>
);
}
```
### Form Validation
```tsx
function FormComponent() {
const [email, setEmail] = useState('');
const debouncedEmail = useDebounce(email, 1000);
useEffect(() => {
if (debouncedEmail) {
validateEmail(debouncedEmail);
}
}, [debouncedEmail]);
return (
<input
type="email"
value={email}
onChange={(e) => setEmail(e.target.value)}
/>
);
}
```
## API Reference
### Parameters
| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| value | T (generic) | required | The value to debounce |
| delay | number | 500 | Delay in milliseconds before updating |
### Returns
| Type | Description |
|------|-------------|
| T | The debounced value after the delay period |
## Configuration
### Delay Options
- **Immediate (0ms)**: Effectively disables debouncing
- **Fast (100-300ms)**: For responsive search
- **Standard (500ms)**: Default, good for most use cases
- **Slow (1000ms+)**: For expensive operations
## Error Handling
### Common Issues
1. **Memory Leaks**: Always handled internally via cleanup function
2. **Stale Closures**: Dependency array ensures fresh values
3. **Race Conditions**: Latest value always takes precedence
## Best Practices
1. **Choose Appropriate Delays**
- Search: 200-300ms
- Validation: 500-1000ms
- Analytics: 1000-2000ms
2. **Combine with Loading States**
```tsx
const debouncedValue = useDebounce(value, 500);
const isDebouncing = value !== debouncedValue;
```
3. **Cancel on Unmount**
- Handled automatically by the hook
4. **Optimize Re-renders**
- Memoize expensive operations that depend on debounced values
5. **Testing**
```typescript
jest.useFakeTimers();
// Test your component
jest.advanceTimersByTime(500);
```📚 Request specific documentation sections
🎯 Specify target audience for appropriate detail level
💡 Include examples and edge cases