1. Code Refactoring

  • Prompt: “Refactor this code to make it cleaner and more Pythonic: {code}”
  • Prompt with Example: “Refactor this code: for i in range(len(arr)): print(arr[i])”
  • What for: To improve code readability, performance, or adhere to best practices.
  • Example: 
    for item in arr:  
    print(item)

2. Bug Fixing

  • Prompt: “Fix the bug in this code: {code} and explain what went wrong.”
  • Prompt with Example: “Fix the bug in this code: x = int('123a')”
  • What for: To debug and resolve issues in the code.
  • Example: 
    try:  
    x = int('123a')  
except ValueError:  
    print("Invalid input, cannot convert to integer.")

3. Code Generation

  • Prompt: “Write a function to {task} in {language}.”
  • Prompt with Example: “Write a function to reverse a string in Python.”
  • What for: To quickly generate functions or reusable code snippets.
  • Example: 
    def reverse_string(s):  
    return s[::-1]  

print(reverse_string("hello"))  # Output: "olleh"

4. Write Unit Tests

  • Prompt: “Write unit tests for the following function: {code}.”
  • Prompt with Example: “Write unit tests for this function: def add(x, y): return x + y”
  • What for: To ensure code behaves as expected through automated tests.
  • Example: 
    import unittest  

def add(x, y):  
    return x + y  

class TestAddFunction(unittest.TestCase):  
    def test_add(self):  
        self.assertEqual(add(2, 3), 5)  
        self.assertEqual(add(-1, 1), 0)  

unittest.main()

5. SQL Query Generation

  • Prompt: “Write an SQL query to {task}.”
  • Prompt with Example: “Write an SQL query to find all users older than 30.”
  • What for: To create or optimize SQL queries for databases.
  • Example: 
    SELECT *  
FROM users  
WHERE age > 30;

6. Explain Code

  • Prompt: “Explain what the following code does: {code}.”
  • Prompt with Example: “Explain this code: for i in range(3): print(i)”
  • What for: To clarify or document code for better understanding.
  • Example:
    “The loop iterates over values 0, 1, and 2, printing each value.”

7. Code Conversion

  • Prompt: “Convert this {source_language} code to {target_language}: {code}.”
  • Prompt with Example: “Convert this Python code to JavaScript: print('Hello')”
  • What for: To translate code between programming languages.
  • Example: 
    console.log('Hello');

8. Regex Creation

  • Prompt: “Write a regex to {task}.”
  • Prompt with Example: “Write a regex to validate email addresses.”
  • What for: To validate or extract patterns from strings using regular expressions.
  • Example: 
    ^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$

9. Generate API Request Code

  • Prompt: “Write code to send a {request_type} request to {url} using {language}.”
  • Prompt with Example: “Write code to send a GET request to https://api.example.com/data using Python.”
  • What for: To create API integration code.
  • Example: 
    import requests  

response = requests.get("https://api.example.com/data")  
print(response.json())

10. System Design Suggestions

  • Prompt: “Design a system for {use_case} and describe its architecture.”
  • Prompt with Example: “Design a system for an image upload service.”
  • What for: To outline a scalable system design or architecture.
  • Example:
    “Use the following components:
    1. Storage: AWS S3 for image storage.
    2. API: Load-balanced servers to handle upload requests.
    3. Processing: Background worker to resize or process images.
    4. Delivery: Use a CDN for fast delivery of images.”*

To be honnest this is created by AI, with my ‘great’ prompt 😃 . prompting is the key of learning anything now. when it used to be a google search technique. If content in Internet now somehow could easyly created by AI is the prompt is actually more important to kmow than the content it self? just wondering.

but if a prompt could create also by AI so whats is the original thinking and ideas of a writer is it

create me a prompt to actually writing a full script of a really interesting fictional stories ?

create me a prompt to actually build full flaged API golang application (per files and folder structure) including the database migration. the application is a Simple POS system ?

I AM WONDERING.