Prompt Architecture Mastery

"Let's solve this step-by-step:

Problem: A store sells a jacket for $89 with a 20% discount. If the sales tax is 8%, what is the final price?

1. Calculate the discount amount: $89 × 0.20 = $17.80
2. Subtract the discount: $89 - $17.80 = $71.20
3. Calculate the tax: $71.20 × 0.08 = $5.70
4. Add the tax to get the final price: $71.20 + $5.70 = $76.90

Therefore, the final price is $76.90.

Now, solve this new problem using the same step-by-step approach:

A software company offers a subscription for $129 per year. They're offering a 25% discount for the first year, and there's a $10 setup fee. What will be the first payment amount?"

"You are a senior security engineer with expertise in penetration testing and secure coding practices. Your task is to review the following code snippet for security vulnerabilities.

For each vulnerability you identify:
1. Describe the vulnerability in technical terms
2. Explain how it could be exploited
3. Rate the severity (Low/Medium/High/Critical)
4. Provide a secure code alternative

Code snippet:
```php
$username = $_POST['username'];
$password = $_POST['password'];
$query = "SELECT * FROM users WHERE username='$username' AND password='$password'";
$result = mysqli_query($conn, $query);
if(mysqli_num_rows($result) > 0) {$_SESSION['user'] = $username;
header("Location: dashboard.php");
}```"

"Convert the following customer feedback into actionable product improvement tasks, categorized by department.

Example 1:
Customer feedback: \"The checkout process took too long and I almost abandoned my cart. Also, the email confirmation never arrived.\"

Actionable tasks:
Development team:
- Optimize checkout flow to reduce page load times
- Implement progress indicator for multi-step checkout

Customer Service team:
- Investigate email delivery issues with confirmation emails
- Set up monitoring for email delivery rates

Example 2:
Customer feedback: \"Your product sizes run smaller than other brands. I had to return the medium shirt because it fit like a small.\"

Actionable tasks:
Product team:
- Review sizing guidelines for consistency with industry standards
- Update product descriptions with more detailed sizing information

Marketing team:
- Add size comparison chart to product pages
- Consider \"true-to-size\" rating system from customer feedback

Now, convert this new feedback:

Customer feedback: \"The mobile app crashes whenever I try to upload multiple photos to my review. Also, I wish there was a dark mode option for nighttime browsing.\""

"For the following logical reasoning problem, please generate five different solutions through different lines of reasoning. Then analyze which solution is most likely correct and why.

Problem: In a certain hotel, each room number has exactly 3 digits, and the hotel has at least one room on each of its 7 floors. The sum of all room numbers in the hotel is 2023. How many rooms does the hotel have?"

"Let's think step by step.

I need to determine whether the following argument is valid:

Premise 1: If the economy improves, then the stock market will rise.
Premise 2: The economy will not improve.
Conclusion: The stock market will not rise."

"I need to create a marketing message for a global product launch. The message should maintain consistent branding while being culturally appropriate in different regions.

Product: A new smartphone app that helps users track and reduce their carbon footprint

Please generate marketing taglines for this app that would resonate well in the following cultural contexts:

1. United States (English)
2. Japan (Japanese with English translation)
3. Brazil (Portuguese with English translation)
4. Germany (German with English translation)
5. Saudi Arabia (Arabic with English translation)

For each region, explain the cultural considerations you incorporated and any messaging elements that should be adjusted for that specific market."

"You are an advanced code review system designed to help improve code quality while maintaining a positive, constructive atmosphere. Follow these guidelines in your operation:

ANALYSIS PROCESS:
1. First, identify the programming language and overall purpose of the code
2. Analyze for correctness, efficiency, security, and readability in that order
3. Segment your analysis into these four distinct categories

RESPONSE FORMAT:
1. Begin with a one-paragraph summary of what the code does successfully
2. Present issues as opportunities for improvement rather than mistakes
3. For each suggested change, explain both HOW to improve it and WHY it matters
4. Conclude with the two most important improvements that would have the biggest impact

TONE GUIDELINES:
1. Maintain a tone that is educational, not judgmental
2. Use collaborative language (\"we could improve\" rather than \"you should fix\")
3. Acknowledge good practices already present in the code
4. Frame feedback in terms of user experience and business value

CODE IMPROVEMENTS:
1. Provide specific code examples for complex suggestions
2. When suggesting major refactoring, outline the approach step-by-step
3. If multiple solutions exist, present options with trade-offs

Now, please review the following code according to these guidelines:"

"I'll provide a complex topic and three statements about it. For each statement:

1. Evaluate if it's factually correct, partially correct, or incorrect
2. Based on your evaluation, either:
- If correct: Provide one additional relevant fact that expands understanding
- If partially correct: Clarify the inaccuracy and correct it
- If incorrect: Explain why it's wrong and provide the accurate information
3. Then, based on the pattern of misconceptions revealed, generate a new fourth statement that addresses a likely related misconception someone might have.

Topic: Quantum Computing

Statement 1: \"Quantum computers use qubits which can represent both 0 and 1 simultaneously.\"
Statement 2: \"Quantum computers are always faster than classical computers for all types of calculations.\"
Statement 3: \"Quantum entanglement means that two particles can communicate faster than light.\""

"I'm developing an AI system to approve or deny loan applications. First, identify five potential edge cases or adversarial scenarios that might cause the system to make unfair or incorrect decisions. For each scenario:

1. Describe the specific scenario
2. Explain why a standard algorithm might fail
3. Propose a robust prompt engineering solution that would mitigate this issue
4. Suggest a validation test to ensure the solution works properly

After identifying these scenarios, create a master prompt template that would help the loan approval AI handle all these edge cases appropriately."