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Prompting for the Classroom

The quality of AI's output depends entirely on what you ask it. This course teaches you the specific prompting patterns that produce classroom-ready quizzes, rubrics, activities, and assessments โ€” on the first try.

๐Ÿ“Œ Prerequisite Complete AI 101 for Educators first, or have basic experience using AI chatbots. You should have a free account on Claude or ChatGPT ready to practice alongside the lessons.

What You'll Learn

  • Why vague prompts produce useless results
  • 7 proven prompt patterns for education
  • How to chain prompts for complex tasks
  • How to fix and improve bad AI outputs
  • Build a reusable prompt toolkit

What You'll Walk Away With

  • 7 ready-to-use prompt templates
  • A prompt-chaining workflow for weekly planning
  • A troubleshooting guide for common AI failures
  • A personal prompt toolkit organized by task
  • Certificate of completion
Prompting for the Classroom / Lesson 1Lesson 1 of 5

Why Most Prompts Fail

Before learning what works, let's understand what goes wrong โ€” and why a small shift in how you write prompts changes everything.

The #1 Mistake: Treating AI Like Google

Most people type into AI the same way they type into a search engine โ€” short, vague queries. But AI isn't a search engine. It's a conversation partner that needs context to help you effectively.

๐Ÿณ The Restaurant Analogy

Imagine walking into a restaurant and saying "Give me food." You'll get something โ€” but probably not what you wanted. Now imagine saying "I'd like a warm chicken dish, not too spicy, with rice, and I'm allergic to shellfish." You'll get exactly what you need.

AI prompts work the same way. Vague input = vague output. Specific input = specific, useful output.

The Five Prompt Killers

These are the five most common mistakes teachers make when prompting AI:

#MistakeExampleWhy It Fails
1Too vague"Make a lesson plan"AI doesn't know the subject, grade, topic, format, or length
2No role assigned"Write quiz questions"AI doesn't know if you want university-level physics or Grade 2 math
3No format specified"Help me with assessment"AI guesses โ€” maybe it gives advice instead of actual assessment items
4No constraints"Create activities for my class"AI generates activities requiring materials, time, or tech you don't have
5One-and-done thinkingAccepting the first output without refiningFirst outputs are drafts โ€” iteration is where the magic happens

The Mindset Shift

Stop thinking of AI as a vending machine (put in a coin, get a snack). Start thinking of it as a talented assistant who just started working at your school. They're smart and eager, but they don't know your students, your curriculum, or your classroom constraints โ€” unless you tell them.

โœจ The Golden Rule of Prompting The more context you give AI, the less editing you'll do after. Five extra seconds writing a detailed prompt saves five extra minutes fixing a bad output.

โœ… Knowledge Check

Test your understanding before moving on.

1. What is the #1 reason teachers get poor results from AI?

Exactly! Vague prompts are the #1 cause of unusable AI output. More context = better results, every time.
The main reason is vague prompts โ€” AI needs specific context about your subject, grade level, format, and constraints to produce useful output.

2. What's the best way to think about AI when writing prompts?

Right! Thinking of AI as a smart assistant who needs context โ€” not a search engine that needs keywords โ€” is the key mindset shift.
The best mental model is a talented new assistant โ€” smart and capable, but needs clear context about your students, curriculum, and constraints.
Prompting for the Classroom / Lesson 2Lesson 2 of 5

The 7 Prompt Patterns for Teachers

These seven patterns cover nearly every prompting task a Filipino teacher will encounter. Master them, and you'll never stare at a blank prompt box again.

Pattern 1: The Role-Task-Format Pattern

The simplest and most versatile pattern. Works for almost everything.

Pattern 1 You are a [role]. [Task with specific details]. Format: [exactly how you want the output].
โŒ Without pattern"Give me quiz questions about plants."
โœ… With pattern"You are a Grade 4 Science teacher. Create a 10-item multiple-choice quiz on the parts of a plant and their functions. Format: Each question has 4 choices with the correct answer marked with an asterisk."

Pattern 2: The Example Pattern

Show AI what you want by giving it an example to follow.

Pattern 2 Here's an example of what I want: [paste your example] Now create [X] more like this, but about [new topic]. Keep the same style, length, and difficulty level.

Pattern 3: The Persona Pattern

Ask AI to write AS a specific person or perspective.

Pattern 3 Write as if you are a [persona] explaining [topic] to [audience]. Example: "Write as if you are a friendly Filipino lola explaining fractions to her apo using bibingka as an example."

Pattern 4: The Constraint Pattern

Limit AI's output to exactly what you need โ€” no more, no less.

Pattern 4 Create [content] with these constraints: - Maximum [X] words/items/pages - Reading level: Grade [X] - Use only materials available in a typical Filipino public school classroom - Time limit: [X] minutes to complete - Must align with MELC: [code]

Pattern 5: The Rubric Pattern

Give AI your grading criteria upfront so it generates content that matches your standards.

Pattern 5 Create [content] that would score "Excellent" based on these criteria: - [Criterion 1]: [description of what excellent looks like] - [Criterion 2]: [description] - [Criterion 3]: [description]

Pattern 6: The Step-Back Pattern

Before asking AI to create content, ask it to think about the topic first.

Pattern 6 Before creating the [lesson/quiz/activity], first: 1. List the 5 most important concepts students need to understand about [topic] 2. Identify common misconceptions students have 3. Then create [content] that addresses these concepts and corrects the misconceptions

Pattern 7: The Iteration Pattern

Plan your refinement upfront so you don't accept weak first drafts.

Pattern 7 Create [first draft of content]. After you create it, review it yourself and: 1. Check if all questions match the stated learning objective 2. Ensure difficulty progresses from easy to hard 3. Verify all examples use Filipino context 4. Fix any issues you find Then present me the improved version.
๐Ÿ’ก Key Takeaway You don't need to use all 7 patterns in every prompt. Most teachers use Pattern 1 (Role-Task-Format) and Pattern 4 (Constraint) for 80% of their work. Learn those two first, then add others as needed.

โœ… Knowledge Check

Test your understanding before moving on.

1. Which two patterns cover 80% of typical teacher prompting needs?

Correct! Pattern 1 (Role-Task-Format) and Pattern 4 (Constraint) are the workhorses โ€” they handle most everyday teacher prompting tasks.
Role-Task-Format and Constraint are the two most frequently used patterns for everyday teaching tasks.

2. When should you use the Step-Back Pattern?

Right! The Step-Back Pattern asks AI to think about what's important before jumping into content creation โ€” leading to more thoughtful, targeted outputs.
The Step-Back Pattern asks AI to analyze key concepts and misconceptions before creating content, producing more educationally sound material.
Prompting for the Classroom / Lesson 3Lesson 3 of 5

Prompt Chains: Multi-Step Magic

The most powerful prompting technique isn't one perfect prompt โ€” it's a sequence of prompts that build on each other. This is how experienced AI users work.

What Is a Prompt Chain?

A prompt chain is a series of connected prompts where each step builds on the previous one. Instead of asking AI to do everything in one massive prompt, you break the task into smaller, focused steps.

๐Ÿ”— The Cooking Analogy

You wouldn't tell a cook "Make me a complete Filipino fiesta meal" and walk away. You'd say: "First, let's plan the menu. Now, let's prepare the adobo. While that simmers, let's make the pancit." Each step is manageable, and you can taste and adjust along the way.

Prompt chains work the same way โ€” manageable steps with checkpoints for quality.

The Weekly Planning Chain

Here's a complete prompt chain for creating a week of teaching materials. Each step takes 1โ€“2 minutes:

StepPromptWhy This Step Matters
1. Scope"I'm teaching Grade [X] [Subject], Quarter [X], Week [X]. The MELC is [code/description]. What are the 3โ€“5 key concepts students need to master this week?"AI maps the learning territory before creating content
2. Plan"Based on those concepts, create a Monday-to-Friday lesson outline. Monday = introduce, Tuesday-Wednesday = practice, Thursday = apply, Friday = assess."You get a skeleton to review before investing in full plans
3. Expand"Now expand Monday's lesson into a full 7E's lesson plan with specific activities and teacher scripts."One detailed day at a time โ€” easier to review and adjust
4. Assess"Create a 10-item Friday quiz covering all 4 days of learning. Include an answer key. Mix recall, understanding, and application questions."Assessment aligned to what was actually taught
5. Differentiate"Create a simplified version of Wednesday's worksheet for struggling learners, and an extension challenge for advanced students."Differentiation added on top of your solid base
โœจ The Chain Advantage A single massive prompt asking for all of this at once would produce mediocre results across the board. A chain produces excellent results at each step because AI can focus its full attention on one task at a time. Plus, you can catch and correct problems at each checkpoint.

Three More Useful Chains

๐Ÿ“Š The Assessment Chain

Step 1: "List the 5 key learning outcomes for [topic] at Grade [X] level."

Step 2: "Create 2 test items for each learning outcome โ€” one at recall level, one at application level."

Step 3: "Now create a scoring rubric for the application-level items."

Step 4: "Review all items. Are they clear, age-appropriate, and free of cultural bias? Fix any issues."

๐Ÿ“– The Reading Material Chain

Step 1: "Write a 300-word reading passage about [topic] for Grade [X] students, set in a Filipino barangay."

Step 2: "Create 5 comprehension questions for the passage โ€” 2 literal, 2 inferential, 1 evaluative."

Step 3: "Now create a simplified version of the same passage at a Grade [X-2] reading level for struggling readers."

๐Ÿ“ง The Parent Communication Chain

Step 1: "Draft a parent letter informing them about [topic/event]. Keep it warm, professional, and under 200 words."

Step 2: "Now translate the key points into simple Filipino/Tagalog for parents who prefer Filipino."

Step 3: "Create a short SMS version (under 160 characters) for parents who are hard to reach by letter."

โœ… Knowledge Check

Test your understanding before moving on.

1. Why are prompt chains more effective than one long prompt?

Exactly! Breaking tasks into focused steps lets AI produce higher-quality output at each stage, and gives you checkpoints to catch problems early.
The key benefit is focused quality โ€” AI performs better on one task at a time, and you can review and adjust at each checkpoint.

2. In the Weekly Planning Chain, why should Step 1 ask about key concepts before creating lesson plans?

Right! Having AI identify key concepts first ensures the lesson plans are focused on what actually matters โ€” rather than generating generic content.
Starting with key concepts helps AI create focused, coherent plans built around what students actually need to learn.
Prompting for the Classroom / Lesson 4Lesson 4 of 5

Fixing Bad Outputs

Even great prompts sometimes produce outputs that miss the mark. The skill that separates beginner AI users from experts is knowing how to diagnose and fix problems quickly.

The 6 Most Common AI Output Problems

ProblemWhat It Looks LikeFix-It Prompt
Too genericContent could apply to any country or grade level"Make this specifically about [Filipino context]. Use [local names, places, situations]."
Wrong levelToo easy or too hard for your students"This is too [easy/hard] for Grade [X]. Adjust the difficulty to match students who [description of level]."
Too longAI generates a 5-page response when you needed 1 page"Shorten this to [X words/items/pages]. Keep only the most essential content."
Wrong formatAI gives advice when you wanted a worksheet, or prose when you wanted bullet points"Reformat this as a [specific format: table, worksheet, numbered list, script]."
Inaccurate contentFacts, dates, formulas, or MELC codes are wrong"Check the following for accuracy: [paste specific claims]. Correct any errors and explain what you changed."
Culturally offWestern references, unfamiliar scenarios, or tone-deaf examples"Replace all Western references with Filipino equivalents. Use scenarios my students in [city/province] would recognize."

The "Do More / Do Less" Technique

The simplest way to refine any output is to tell AI what to do more of and what to do less of:

Do More / Do Less This is good, but please adjust: DO MORE: - More Filipino context and local examples - More scaffolding for struggling learners - More specific teacher dialogue scripts DO LESS: - Less text in each activity instruction - Fewer items in the practice section (reduce from 15 to 8) - Less formal language โ€” make it more conversational

The "Show Me Three Options" Rescue

When you're unhappy with an output but can't articulate why, ask for variety:

Three Options Rescue I'm not satisfied with this [lesson/activity/quiz]. Give me 3 completely different approaches to teaching [topic] to Grade [X] students. Approach 1: A hands-on, kinesthetic activity Approach 2: A storytelling/narrative approach Approach 3: A game or competition format Keep each to a brief outline so I can choose the best direction.
๐Ÿ’ก Key Takeaway Never delete a bad output โ€” fix it. Every refinement prompt teaches you something about how AI interprets your instructions. Over time, you'll write better first prompts because you've learned from your fix-it prompts.

โœ… Knowledge Check

Test your understanding before moving on.

1. Your AI output is good but uses American examples. What's the quickest fix?

Right! A simple follow-up prompt asking AI to localize the content is the fastest fix โ€” no need to start over or do manual work.
The quickest fix is a follow-up prompt asking AI to replace Western references with Filipino equivalents โ€” no need to start over.

2. When you can't articulate what's wrong with an AI output, what technique should you try?

Exactly! The "Show Me Three Options" technique gives you variety to react to โ€” it's much easier to choose what you like than to describe what you want from scratch.
The "Show Me Three Options" rescue works because it's easier to recognize what you want than to describe it โ€” seeing variety helps you identify the right direction.
Prompting for the Classroom / Lesson 5Lesson 5 of 5

Your Classroom Prompt Toolkit

You've learned the patterns, chains, and troubleshooting techniques. Now let's organize everything into a toolkit you'll use every week.

The Complete Prompt Toolkit

Here's every prompt type organized by the teaching task it serves. Save this as your go-to reference.

Teaching TaskBest PatternPrompt Starter
Daily lesson planRole-Task-Format + Constraint"You are a Grade [X] [Subject] teacher. Create a [X]-minute lesson plan on [topic] using the 7E's format..."
Weekly lesson plansPrompt Chain (5 steps)Start with: "What are the key concepts for [MELC] that students must master this week?"
Quiz / TestRole-Task-Format + Constraint"Create a [X]-item [type] quiz on [topic] for Grade [X]. Include an answer key..."
RubricRubric Pattern"Create a 4-level rubric for [task] with criteria for [list criteria] and clear descriptors at each level..."
Differentiated materialsConstraint Pattern"Create three versions of this worksheet: Approaching, Meeting, and Exceeding grade level..."
Engaging activitiesRole-Task-Format + "3 Options""Suggest 3 different interactive activities for [topic], ranging from low-prep to moderate-prep..."
Reading passagesConstraint + Persona"Write a [X]-word passage about [topic] for Grade [X] reading level, set in a Filipino [setting]..."
Parent communicationsPrompt Chain (3 steps)"Draft a [X]-word letter to parents about [topic]. Tone: warm and professional..."
Report card commentsRole-Task-Format + Constraint"Write an encouraging report card comment for a student who [describe performance anonymously]..."
Creative writing promptsPersona + Example"Generate 5 story starters for Grade [X] students. Each should be set in [Filipino setting] and involve [theme]..."

Building Your Personal Library

The toolkit above is your starting point. Here's how to build it into a personalized library over time:

๐Ÿ“š The 4-Step Library Builder

1. Start a "Prompts" note on your phone or a Google Doc. Organize by task (lesson plans, quizzes, activities, etc.).

2. When a prompt works well, save it immediately. Copy the exact text that produced great results. Note which AI tool you used.

3. After each use, refine. Did you need follow-up prompts to fix the output? Incorporate those fixes into your saved prompt so next time is faster.

4. Share monthly. Once a month, share your best new prompt with colleagues. Ask them to share theirs. Your library grows through community.

Your Prompting Cheat Sheet

Memorize these four rules and you'll handle 90% of prompting situations:

RuleWhat to Remember
1. Be specificGrade level + subject + topic + format + constraints = great output
2. Give AI a roleStart with "You are a..." โ€” it dramatically improves relevance
3. Iterate, don't restartFix outputs with follow-up prompts. "Do more X, do less Y" is your best friend.
4. Chain for complexityBreak big tasks into 3โ€“5 focused steps. Review at each checkpoint.
โœจ Final Thought Prompting is a skill, not a talent. Every prompt you write makes you better. The teachers who will thrive in the AI era aren't the most tech-savvy โ€” they're the ones who practice, save what works, share with colleagues, and keep improving. You're already on that path.

โœ… Final Knowledge Check

Last check before your certificate!

1. What are the four prompting rules that handle 90% of situations?

Correct! These four rules โ€” specificity, role-setting, iteration, and chaining โ€” cover the vast majority of prompting needs.
The four rules are: be specific, give AI a role, iterate (don't restart), and chain for complexity.

2. After a prompt produces a great result, what should you do?

Yes! Saving successful prompts is how you build a personal library that gets better over time. AI doesn't remember โ€” but your library does.
Always save successful prompts โ€” AI doesn't remember them, but your personal library becomes your most valuable AI tool over time.

๐ŸŽ‰ Course Complete!

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