Session 02: The Anatomy of a Good Prompt

• Identify the three core parts of a well-structured prompt: Context, Task, and Format
• Rewrite vague prompts into specific, structured prompts
• Compare before-and-after responses to see how structure improves quality
• Apply the Context + Task + Format framework to your own academic questions

In Session 1, you learned that a prompt is the message you send to ChatGPT. Now it's time to learn the secret that separates good prompts from great ones. Here's the core insight: the more specific and structured your prompt, the more useful ChatGPT's response will be. It sounds simple, but most people — even experienced AI users — routinely underestimate how much a little extra detail changes everything.

Think about giving directions to a friend. If you say "Go to the store," your friend has no idea which store, how to get there, or what to buy. But if you say "Please drive to the Whole Foods on Main Street and pick up a loaf of sourdough bread — it's on the second shelf in the bakery section," your friend knows exactly what to do. Prompts work the same way. Vague prompts get generic responses. Specific prompts get targeted, useful responses.

There's a simple three-part framework that will transform your prompts immediately. We call it Context + Task + Format. Context tells ChatGPT who you are and what situation you're in. Task tells it exactly what you want it to do. Format tells it how you want the response structured — as a list, a paragraph, a table, bullet points, or any other form.

Here's an example. A vague prompt might be: "Tell me about dissertation writing." That's fine, but it's like asking someone to tell you about cooking — the answer could go a thousand directions. A structured version might be: "I am a doctoral student who has been ABD for two years and has lost momentum. Please give me a 5-step action plan to restart my dissertation writing, formatted as a numbered list." Notice the three parts: Context (ABD for two years, lost momentum), Task (give me an action plan to restart), Format (numbered list, 5 steps).

You don't need all three parts every single time — sometimes a simple question is perfectly fine. But whenever you need a specific, high-quality answer, the Context + Task + Format framework is your best friend. In your academic work, you'll use this structure constantly: when asking for literature summaries, writing feedback, research ideas, or help understanding difficult concepts.

The beautiful thing about this framework is that it's easy to remember and instantly applicable. From this session forward, every time you sit down to type a prompt, ask yourself: Have I given context? Have I stated the task clearly? Have I specified the format I want? If you can answer yes to all three, you're writing at a level that most people never reach.