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AI Prompts Workshop: Home

The Golden Rule of Prompting

If other people can’t understand what you’re asking, the AI probably won’t either.

Why It Matters

Clarity improves every stage of interaction. A well-framed prompt makes the AI respond with higher relevance, accuracy, and tone alignment—just as a clear question elicits a clear answer from a human.

“Clear prompts are like clear reference questions — both lead to better answers.”

๐Ÿ’ฌ Golden Rule Examples

๐Ÿง  Compare: Original vs Improved Prompt (Art History)

Goal: Demonstrate how a vague prompt can be refined into a clear, effective one that yields better AI responses.

Original Prompt:
“Tell me about art history.”

Improved Prompt:
“Summarize key developments in Italian Renaissance art between 1400–1600, highlighting the role of patrons like the Medici family. Write in clear, accessible language for an undergraduate audience.”

Tip: A good prompt specifies topic, scope, audience, and desired tone or format.

๐Ÿ“š Research Example: Humanities Context

Goal: Strengthen clarity and relevance when framing a research question for the AI.

Original Prompt:
“What can you tell me about Shakespeare?”

Improved Prompt:
“Provide a concise overview of how Shakespeare’s plays reflect the social and political context of Elizabethan England, using at least two examples.”

Tip: Specific time periods, contexts, and examples guide the AI to produce a focused and useful response.

๐Ÿ’ต Economics Example: Understanding Economic Rent

Goal: Refine an economics question to make it more analytical and applied.

Original Prompt:
“Explain economic rent.”

Improved Prompt:
“Define economic rent and explain how it applies to modern housing markets. Include a short example showing how limited land supply or zoning laws can create economic rent for property owners.”

Tip: Asking the AI to connect theory to real-world examples produces deeper and more relevant answers.

Created by ChatGPT-5 · Edited by Peter Z. McKay · UF AI Library Style

๐ŸŸ  Quiz: The Golden Rule of Prompting

โ–ถ Show Questions
1๏ธโƒฃ What best captures the Golden Rule of Prompting?

A. Always write long prompts
B. If people can’t understand your question, the AI probably won’t either
C. Use fancy vocabulary to impress the AI
D. Repeat your question three times for emphasis

๐Ÿ’ก Show Answer

โœ… B. If people can’t understand your question, the AI probably won’t either.

2๏ธโƒฃ Why does the Golden Rule work?

A. Because AIs interpret language like people do
B. Because AIs prefer technical jargon
C. Because short prompts confuse AIs
D. Because AIs memorize every question ever asked

๐Ÿ’ก Show Answer

โœ… A. Because AIs interpret language like people do.

3๏ธโƒฃ Which prompt follows the Golden Rule?

A. “Fix this.”
B. “Make it sound better.”
C. “Rewrite this paragraph for first-year students in plain language, 150 words, with three bullet takeaways.”
D. “Improve text please.”

๐Ÿ’ก Show Answer

โœ… C. “Rewrite this paragraph for first-year students in plain language …”

4๏ธโƒฃ When applying the Golden Rule, what should you always include?

A. Random emojis
B. Context, audience, and format
C. Long quotes from Wikipedia
D. Hidden instructions

๐Ÿ’ก Show Answer

โœ… B. Context, audience, and format.

Writing Prompts: Ask → Review → Refine

  1. Ask a clear, specific question in natural language. Provide context, role, and constraints.
  2. Review the AI’s response for accuracy, completeness, and tone. Identify gaps or misunderstandings.
  3. Refine your question to clarify intent, adjust focus, or deepen reasoning.

๐ŸŒ€ Each iteration improves precision and depth—turning a quick query into a collaborative exchange.

๐Ÿ’ฌ Examples for Each Step

๐ŸŸข Ask

Goal: Frame a clear, specific question that gives the AI enough context to produce a meaningful response.

Example:
Instead of: “Write about climate change.”
Try: “Write a 200-word summary explaining how climate change affects small coastal cities in Florida, using data-based examples and plain language.”

Tip: Include purpose, audience, and output format whenever possible.

๐ŸŸก Review

Goal: Examine the AI’s response for accuracy, completeness, and tone. Identify what’s missing or unclear.

Example:
The AI’s answer mentions climate data but no local examples. You note that the tone is formal, though your audience is undergraduate students.

Action: Jot down what worked and what needs refinement—facts, style, or structure.

๐Ÿ”ต Refine

Goal: Adjust or expand your prompt based on what you learned from the review step.

Example:
“Revise the summary to include at least one Florida city (e.g., Miami or St. Augustine) and rewrite it for a general-education audience. Keep it under 250 words.”

Result: The AI now produces a focused, audience-appropriate answer with concrete examples.

๐Ÿง  Try It Yourself

Now it’s your turn! Use what you’ve learned in the Ask → Review → Refine process to write your own prompt below. You can copy it, test it, and edit until it clearly expresses your intent. Then paste it into ChatGPT to see how it performs.

Written by ChatGPT (GPT-5) | Edited by Peter Z. McKay

๐Ÿ”ต Quiz: Ask โ†’ Review โ†’ Refine

โ–ถ Show Questions
1๏ธโƒฃ What is the first step in the Prompt Loop?

A. Review
B. Ask
C. Revise
D. Retry

๐Ÿ’ก Show Answer

โœ… B. Ask.

2๏ธโƒฃ During the Review stage, what should you do?

A. Copy the AIโ€™s answer without checking
B. Evaluate accuracy, clarity, and tone
C. Add emojis
D. Change topics entirely

๐Ÿ’ก Show Answer

โœ… B. Evaluate accuracy, clarity, and tone.

3๏ธโƒฃ What happens in the Refine stage?

A. You rewrite your prompt to be clearer or more specific
B. You delete everything
C. You tell the AI it was wrong
D. You start over from scratch

๐Ÿ’ก Show Answer

โœ… A. You rewrite your prompt to be clearer or more specific.

4๏ธโƒฃ Why is the Prompt Loop valuable?

A. It guarantees perfect answers
B. It teaches the AI new facts
C. It helps humans and AI collaborate toward better results
D. It saves time by skipping review

๐Ÿ’ก Show Answer

โœ… C. It helps humans and AI collaborate toward better results.

5๏ธโƒฃ Which example best follows the loop?

A. Ask once โ†’ Accept answer โ†’ Quit
B. Ask โ†’ Review โ†’ Refine โ†’ Repeat until satisfied
C. Ask โ†’ Ignore โ†’ Start new chat
D. Refine โ†’ Ask โ†’ Forget review

๐Ÿ’ก Show Answer

โœ… B. Ask โ†’ Review โ†’ Refine โ†’ Repeat until satisfied.