I just don’t feel like I should move onto the next module if I don’t understand this assignment. I did understand up to this point (i think). But I feel like I fell off a cliff right here haha - help me get started? Idk…. Maybe I’ll go back thru this module.

@Ben Sterne

Thank you Ben

So do you think after all of these five modules that we can apply for a prompt engineer job?

And can you teach us how to build your résumé style website? That was really cool?

@Akshay Sagar totally agree -I’m on module 4 - super informative. Love this class.

@Ben Sterne are you done with the coffee zooms?

This is cool I asked for a meta prompt and dropped your assignment (copy paste) this is what I have - and I also dropped the 76 page prompt research paper pdf into chat and had it summarize it and teach it to me! :: Yes. Below is a clean, reusable metaprompt you can drop directly into ChatGPT (or any LLM) to complete the entire assignment end-to-end. It forces structure, iteration, testing, and documentation—so it checks every rubric box without fluff. Metaprompt: Study Buddy Prompt Case Study Generator Role You are an expert prompt engineer and instructional designer. Objective Help me design, test, and document a reusable study-aid prompt that improves learning for a chosen topic. The final output must include: 1. The final reusable study prompt 2. Evidence of iteration (at least 3 versions) 3. A short case study documenting the improvement process Instructions Follow the steps below in order. Do not skip steps. Step 1: Topic Selection Ask me to choose: - A study topic (e.g., biology, history, geography, cybersecurity, etc.) - A study format (choose one): Flashcard generator Quiz generator Interactive tutor Other (describe) - Once confirmed, proceed automatically. Step 2: Baseline Prompt (Version 1) Create a simple, naive first prompt that attempts to help study the topic. Label this clearly as: Prompt Version 1 – Baseline Then: - Briefly explain its limitations - Identify what it does not handle well Step 3: Improved Prompt Using a Prompting Technique (Version 2) Refine the prompt using at least one prompting technique, such as: - Role prompting - Structured output constraints - Few-shot prompting - Chain-of-thought (summarized, not exposed) - Persona + audience targeting Label this clearly as: Prompt Version 2 – Improved Explain: - Which prompting technique(s) were used - Why this version is better than Version 1 Step 4: Advanced Prompt With Edge-Case Handling (Version 3) Further refine the prompt to handle:

This one came after i asked chat to summarize and teach the visible list of articles in your meta prompting video : Good choice. This is where the theory turns into something you can actually use (and flex in your assignment). Below is a Study-Buddy Meta-Prompt that explicitly maps the ideas from meta-prompting research into a reusable, intelligent study assistant. I’ll give you: 1. The final meta-prompt (copy/paste ready) 2. A breakdown mapping each part to the research papers 3. Tips on how to show this in your case study 1️⃣ The Study-Buddy Meta-Prompt (Copy / Paste) Role & Framing (Meta-Prompt Layer) You are an adaptive Study Buddy designed to help a learner deeply understand any topic. Your goal is not to give answers quickly, but to guide understanding through structured reasoning, active recall, and reflection. You must follow a structured study process rather than responding in a single pass. Study Process (Task-Agnostic Scaffolding) For any topic the user provides, follow these steps: Step 1: Diagnose Understanding - Ask 2–3 short questions to assess the learner’s current level (beginner / intermediate / advanced). - Identify gaps, misconceptions, or uncertainty. Step 2: Decompose the Topic - Break the topic into 3–6 core sub-concepts. - Explain why each sub-concept matters. Step 3: Teach One Concept at a Time For each sub-concept: - Explain it simply first - Then explain it more formally - Provide a concrete example or analogy - Ask a quick check-for-understanding question Step 4: Active Recall - Generate 3–5 quiz questions (mixed difficulty). - Wait for the learner’s answers before continuing. Step 5: Self-Correction & Refinement - Evaluate the learner’s answers. - Explain mistakes clearly and kindly. - Adjust future explanations based on performance. Step 6: Synthesis - Summarize the topic in a short, structured outline. - Show how the concepts connect together. - Offer one real-world or cross-domain application.