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AI 101 for Teachers

Large Language Model Prompting Guide

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LLM Prompts: Choose Your Own Adventure

Tools for getting the best possible output from LLMs like ChatGPT, from beginner to advanced.

๐Ÿ”—1: Starter Prompts โ€“ for those just dipping their toes in

๐Ÿ”—2: Beginner Tools โ€“ the basics for getting what youโ€™re looking for

๐Ÿ”—3: Intermediate Tools โ€“ for those who have experimented already

๐Ÿ”—4: Advanced Tools โ€“ for those looking to maximize their potential

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Starter Prompts

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Quick Tips

The more info in your prompt, the better the output will be.

If ChatGPT runs out of characters, click โ€œcontinue generatingโ€ to have it pick up where it left off.

ChatGPT can accept 1000 characters of text (about 250 words). You can also write multiple prompts within the same conversation if your prompt is too long.

High quality prompts can be time consuming, so spend your time on prompts you can reuse.

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Starter Prompts

Opportunity

Creating grading rubrics

Prompt

Create a grading rubric for a poster series project with each row graded on a 1 - 4 scale.

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Starter Prompts

Opportunity

Writing letters of recommendation

Prompt

Write a letter of reference for University of Arizona for my student Angelica Gomez whom I recommend extremely highly. She received a 101% for the year and is a great cooperative learner and classroom leader. She will no doubt succeed at any university of her choice.

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Starter Prompts

Opportunity

Brainstorming common student misconceptions

Prompt

What are the top 5 misconceptions a student brand new to coding might have about variables?

Starter Prompts

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Starter Prompts

Opportunity

Writing exemplars of student work at different levels of achievement

Prompt

I am having my students write a claim evidence reasoning argument for the claim โ€œwe only see one side of the moon.โ€ The argument canโ€™t be more than one paragraph and students only need to use one piece of evidence. Provide three different exemplars for this assignment, one that would receive an A, one that would receive a C, and one that would get an F.

Starter Prompts

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Starter Prompts

Opportunity

Revising casual writing into a formal email

Prompt

Your task is to revise the text below from my casual writing into a formal email to my principal. Here is the text: โ€œWe need a class set of new textbooks for next year. The old ones are falling apart. My department chair says she wonโ€™t pay for it.โ€

Starter Prompts

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Starter Prompts

Opportunity

Summarizing long documents or emails

Prompt

I got this email about an upcoming professional development. Summarize the email and any action items it contains.

<copy/paste email text here>

Starter Prompts

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Starter Prompts

Opportunity

Creating metacognitive reflection questions

Prompt

Students are just now completing their AP Computer Science Principles create task. Write five metacognitive reflection questions they can complete to help them reflect on their achievements and growth areas.

Starter Prompts

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Starter Prompts

Opportunity

Writing assessment questions at different DOK levels for a given standard

Prompt

Your task is to write one question/task for each depth of knowledge (DOK) level that I can use as assessment questions for the following standard: Construct and present arguments using evidence to support the claim that gravitational interactions are attractive and depend on the masses of interacting objects.

Starter Prompts

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Beginner Tools

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๐Ÿ”—Tool 1

๐Ÿ‘‰๐ŸฟSpecifically direct the model to be more โ€œcreativeโ€ or โ€œout of the boxโ€.

Beginner Tools

๐Ÿ”—Tool 2

๐Ÿ‘‰๐ŸฟGuide the model towards specific features you want it to explore or

extract, such as specific themes of a text or items for a meeting agenda.

๐Ÿ”—Tool 3

๐Ÿ‘‰๐ŸฟIterate on prompts until you find the one that works best for your use

case.

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Tool 1

๐Ÿ‘‰๐ŸฟSpecifically direct the model to be more โ€œcreativeโ€ or โ€œout of the boxโ€.

Opportunity

Jazzing up formative assessments to boost engagement

Prompt

Write a list of 25 creative and interesting formative assessment ideas I can use in my classroom. They should be highly relevant and fun for Gen Z students.

Beginner Tools

Beginner Tools

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Tool 2

๐Ÿ‘‰๐ŸฟGuide the model towards specific features you want it to explore or extract, such as

specific themes of a text or items for a meeting agenda.

Opportunity

Creating a multiple choice assessment

Prompt

Create a list of 5 multiple choice questions about "Their Eyes Were Watching God" and mark the correct answer using the โœ… emoji. The questions should specifically be about character development and the theme of travel in the novel.

Beginner Tools

Beginner Tools

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Tool 2

๐Ÿ‘‰๐ŸฟGuide the model towards specific features you want it to explore or extract, such as

specific themes of a text or items for a meeting agenda.

Opportunity

Writing meeting agendas

Prompt

Create a meeting agenda for an educational PLC meeting for the science department. Weโ€™ll need to discuss shared assessments for the end-of-semester exam, equipment orders, departmental budget requests, and end-of-year procedures. Leave 10 minutes for questions at the end.

Beginner Tools

Beginner Tools

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Tool 2

๐Ÿ‘‰๐ŸฟGuide the model towards specific features you want it to explore or extract, such

as specific themes of a text or items for a meeting agenda.

Opportunity

Summarizing meeting notes

Prompt

Summarize the meeting notes below into succinct bullet points so I can log them in my records and submit them to my assistant principal. Be sure to highlight shared assessment practices we agreed on in the meeting.

  • Curriculum alignment and pacing guide - check!
  • Cool ideas for hands-on experiments and tech tools.
  • Agreed on making two common assessments for the next unit.
  • Talked about grading methods and agreed on being consistent.
  • Looked into PD opportunities for more learning.
  • Next step: finalize the revised pacing guide.

Beginner Tools

Beginner Tools

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Tool 3

๐Ÿ‘‰๐ŸฟIterate on prompts until you find the one that works best for your use case.

Opportunity

Creating seating charts

Prompt (Attempt 1 โ€“ more attempts on slides below)

Create a seating chart for the students listed below:

Zoe, Quinn, Isabella, Rohan, Gracelynn, Aidan, Lucille, Bryan, Capri, Caden, Amelie, Kyng, Sara, Malcolm, Yamileth, Kamari, Leilany, Erick, Samantha, Eduardo

Beginner Tools

Beginner Tools

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Tool 3

๐Ÿ‘‰๐ŸฟIterate on prompts until you find the one that works best for your use case.

Opportunity

Creating seating charts

Prompt (Attempt 2)

Create a seating chart for the students listed below. The students should be seated at tables of four. Don't seat Amani and Malcolm next to each other.

Zoe, Quinn, Isabella, Rohan, Gracelynn, Aidan, Lucille, Bryan, Capri, Caden, Amelie, Kyng, Sara, Malcolm, Yamileth, Kamari, Leilany, Erick, Samantha, Eduardo

Beginner Tools

Beginner Tools

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Tool 3

๐Ÿ‘‰๐ŸฟIterate on prompts until you find the one that works best for your use case.

Opportunity

Creating seating charts

Prompt (Attempt 3)

Create a seating chart for the students listed below. The students should be seated at tables of four. Don't seat Amani and Malcolm next to each other. Give each table a theme like trees or animals and name each seat after one of the items in that group, like oak or chinchilla.

Zoe, Quinn, Isabella, Rohan, Gracelynn, Aidan, Lucille, Bryan, Capri, Caden, Amelie, Kyng, Sara, Malcolm, Yamileth, Kamari, Leilany, Erick, Samantha, Eduardo

Beginner Tools

Beginner Tools

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Intermediate Tools

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๐Ÿ”—Tool 4

๐Ÿ‘‰๐Ÿฟ Provide more clarity and context for the model using a longer prompt.

For example, you might specify the tone, length, or audience.

Intermediate Tools

๐Ÿ”—Tool 5

๐Ÿ‘‰๐ŸฟUse delimiters like quotes (โ€œ โ€œ) or angle brackets (< >) to refer to

different parts of your prompt and avoid confusion.

๐Ÿ”—Tool 6

๐Ÿ‘‰๐ŸฟProvide the model with one or more successful completions of the

task before telling it what to do.

๐Ÿ”—Tool 7

๐Ÿ‘‰๐ŸฟTell the model your desired format, including options like markdown,

HTML, JSON, and more.

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Tool 4

๐Ÿ‘‰๐Ÿฟ Provide more clarity and context for the model using a longer prompt. For

example, you might specify the tone, length, or audience.

Opportunity

Lesson planning

Prompt

Write me a fun, interactive lesson plan with minimal teacher prep. The lesson topic is radioactive decay, and the audience is a 10th grade earth science class. The standard this lesson should address is โ€œDevelop models to illustrate the changes in the composition of the nucleus of the atom and the energy released during the processes of fission, fusion, and radioactive decay.โ€ The lesson should be 45 minutes long. Outline the warm-up, activities, and closing. As well, provide an exit ticket question I can use as an assessment at the end of the lesson.

Intermediate Tools

Intermediate Tools

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Tool 4

๐Ÿ‘‰๐Ÿฟ Provide more clarity and context for the model using a longer prompt. For

example, you might specify the tone, length, or audience.

Opportunity

Creating alternate assignments for absent students

Prompt

My students are completing an assignment where they are tasked with building a slide deck to create a personal brand for another student. They must interview that student and fill out their likes, dislikes, and other personality traits. Then, they will create a slide deck using a template that explains their font, color, and illustration style choices for the brand they believe would best fit the student they interviewed. Your task is to develop an alternate assignment that a student can complete on their own if they miss class during that day. They can still use the interview and slide deck templates, but they will not be able to interview a classmate.

Intermediate Tools

Intermediate Tools

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Tool 5

๐Ÿ‘‰๐Ÿฟ Use delimiters like quotes (โ€œ โ€œ) or angle brackets (< >) to refer to different parts

of your prompt and avoid confusion.

Opportunity

Providing targeted feedback for incorrect answers

Prompt

Iโ€™m going to provide you with a multiple choice quiz question. The correct answer will be marked with a star emoji. For this quiz question, explain the correct answer in simple terms in a 9th grade reading level.

Here is the multiple choice quiz question:

Which of the following is a true statement about data compression?

(A) Data compression is only useful for files being transmitted over the Internet.

(B) Regardless of the compression technique used, once a data file is compressed, it cannot be restored to its original state.

(C) Sending a compressed version of a file ensures that the contents of the file cannot be intercepted by an unauthorized user.

(D) โญ There are trade-offs involved in choosing a compression technique for storing and transmitting data.

Intermediate Tools

Intermediate Tools

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Tool 6

๐Ÿ‘‰๐Ÿฟ Provide the model with one or more successful completions of the task before

telling it what to do.

Opportunity

Creating detailed comments for feedback

Prompt

I need you to write me a comment for a studentโ€™s report card using their name, final grade in the course, a strength I will provide you, and an area for improvement I will provide you. The comment should be complimentary, professional, and look ahead to the next year. The comment should be addressed to the student and parents. Here is an example of a comment I wrote that I would like you to emulate along with the data I used to create it:

Student 1: Byron, final grade: 92%, strength: great attention to detail, area for improvement: misses class frequently

Report card comment for Student 1:

```

Congratulations, Byron, on your impressive final grade of 92% this year! Your exceptional attention to detail has been a driving force behind your success. As we look ahead to the next year, let's focus on improving attendance to ensure you have every opportunity to excel and continue your remarkable academic journey. Keep up the great work!

```

Intermediate Tools

Intermediate Tools

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Tool 7

๐Ÿ‘‰๐Ÿฟ Tell the model your desired format, including options like markdown, HTML,

JSON, and more.

Opportunity

Writing emails to parents and guardians

Prompt

Your task is to write an email response to a parent based on a short summary of an incident that I will provide you in <> below. You will produce a respectful but firm email asking for the parent or guardianโ€™s help with the situation. You will also produce a one-sentence summary of the email that includes today's date and the method of contact, so that I can log in the parent-teacher contact log. Do not include the summary in the email.

Structure your response in the format below

Summary for contact log:

Email subject line:

Email text:

Here is the summary of the incident: <Tad threw his double bass at another student this afternoon. The other student was not injured, but Tadโ€™s anger was out of control.>

Intermediate Tools

Intermediate Tools

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Advanced Tools

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๐Ÿ”—Tool 8

๐Ÿ‘‰๐Ÿฟ Provide steps for the model that represent the chain of reasoning

it should complete.

Advanced Tools

๐Ÿ”—Tool 9

๐Ÿ‘‰๐ŸฟAsk the model to check whether certain conditions are met before

completing the task, and to stop short when they are not met.

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Tool 8

๐Ÿ‘‰๐Ÿฟ Provide steps for the model that represent the chain of reasoning it should

complete.

Opportunity

Creating additional student supports

Prompt

Your task is to perform the following actions:

  1. Translate the text contained in <> into Latin.
  2. List all verbs in the text with all four principle parts provided as well as a translation of the second principle part of each verb you identified.
  3. Output a JSON array that contains objects for each verb in alphabetical order with the keys: translation, principle_parts (where principle_parts is a single string).

Use this format to structure your answer:

Translation:

Verb list (with principle parts and translation):

JSON array: <It was a bright cold day in April, and the clocks were striking thirteenโ€ฆ>

Advanced Tools

Advanced Tools

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Tool 9

๐Ÿ‘‰๐ŸฟAsk the model to check whether certain conditions are met before completing the

task, and to stop short when they are not met.

Opportunity

Creating hypothetical case studies

Prompt

Create a hypothetical case study for an economics class focusing on supply and demand. I will provide you with the market sector in <> below.

  1. First, outline a real-world scenario involving a specific product or service and include key factors such as price, consumer behavior, and market conditions.
  2. Second, check whether the conditions of a functioning market are met (e.g. availability of substitutes, competition, rational consumer behavior)
  3. If the conditions are not met, stop short of providing a full case study and instead highlight the specific conditions that are not satisfied.
  4. If the conditions are met, provide a set of analysis questions to test studentsโ€™ knowledge of supply and demand.

Market sector: <consumer electronics>

Advanced Tools

Advanced Tools