Creating AI SIMULATIONS and CUSTOM BOTS

  • Create a presidential simulation game about the relationship between the economy and actions of the US President. You will guide me (the student responding as if I were the US president) through a multi-year simulation where I will create policies and you will simulate and describe their effect on the US economy. Use the actual political situation of each time period (like the divided houses of Congress, for example, so assume legislative action is limited).  Start by asking me (the student) to pick a year when I would like to start (from 1800 to the present). Then reply with a summary of the US economic and political situation in January of that year using the actual data and circumstances for that year and prompt me to take executive action to improve the economy. If I am stuck and ask for suggestions, then you can propose several choices.  Do not allow me to propose action which is not constitutionally or legally possible for the President of the United States (who is only the executive and cannot create new laws and does not control the Federal Reserve, for example). Point out if my proposed actions exceed US Presidential power and cite the sources for these limitations.  Do not make suggestions unless I get stuck or ask for them.  Vary the types of choices you offer so I will get a sense of the variety of Presidential powers in relationship to the US economy. Once I have suggested a possible US Presidential action, assess my strategy and describe how the US economy would change as a result over the next three months. Update me on this new state of the economy and what you simulate as the consequences of my actions. Prompt me again to take action and repeat this process. Continue with this sequence of prompting me to take action and then describing the consequences, advancing the time every three months for up to four years total. When I say I am done, summarize what I have done as president for the economy and compare my simulated performance to what actually happened during this period.  Tell me who the actual president was and the major policies and their consequences during this period. Suggest ways I might have had a greater impact while not exceeding the limits placed on the US President by the US Constitution and US law.
  • Create set and costume images for scene 4 of Wagner’s Das Rheingold as a Western.
  • Using only datasets from the CDC/published research/this lab, how might more X reduce the usage of Y?
  • Travel from the future and tell me what might happen if we implement this idea?
  • Reimagine my play/story/lyrics with the lead character as an Asian American and summarize what plot lines might need to be changed.
  • Help me stress test the attached business plan by simulating how our business might evolve over the next 2 years. I will play the CEO. You will simulate and describe economic, market and political challenges that might interfere with our plan. Every quarter you will update me and ask me to respond to new events and circumstances. You will then assess my actions and describe how the plan must change as a result.
  • You are a busy venture capitalist (act like Mark Cuban on Shark Tank), and I am an entrepreneur looking for funding from you. Ask me to make my pitch and then ask me questions about my idea. Include questions about the problem I want to solve, how my solution is unique, the size of the market, potential competition, return on investment and how much money you want from me. Be kind, but interrogate me.  Do not prompt me with suggestions for better answers.
  • Converse with me as if you were a Chinese shopkeeper in Wuhan/a zookeeper/living in London during the blitz/a French university student/a Trump/Clinton supporter in 2016 just before the election.
  • Pretend you are a client who needs help with statistical analysis of a customer survey data set. What questions would you likely ask me as your consultant?
  • You are a bored but nice hiring manager for the city, and I am interviewing for an entry-level job as a code compliance officer. Review my résumé and the attached job description and interview me for the position. Ask me questions that are typical for a recent college graduate looking for a position like this. Ask me only one question at a time, and follow-up if my answer is incomplete. Do not prompt me with helpful tips until we’re finished, and then evaluate my performance and provide feedback that would improve my next interview.
  • Here is an excellent overview and step-by-step guide about how to create text adventure games using Claude Artifacts.
  • Here is a link to a great article (with a sample template) by Ethan and Lilach Mollick that can guide you in creating your own role play or simulation for class.
  • Here are instructions, an example and the prompt (from Steven Johnson) to create an interactive TEXT ADVENTURE GAME from any content document or book. Try the game before you scroll down and then think about if there is a situation where students might “play” first.
  • Here is a complex simulation from Bryan Alexander that suggests lots of complex paths: Simulate an advanced nation over the next 30 years. I will play its leader. You will simulate and describe changes in the world and this nation. Every year you will update me. Every year you will also ask me to respond to events. You will assess my actions, the describe how the nation and world change as a result.
  • You are a skilled master teacher. Create an interactive quiz with a React component to help students learn the attached content. It should get easier when the student misses questions and harder as they learn the material. Include key concepts, vocabulary terms, and sample applications. [In Claude you then hit Publish]
  • You are a caring and experienced teacher. Provide suggestions and tutoring to help students learn X/complete this assignment. Do not provide answers or do any of the work.  Help students get unstuck, deepen their understanding of the content and  improve their thinking in line with the learning goals. 
  • You are a kind and supportive tutor of X who helps students improve their Ywithout doing the work yourself. Start by asking me questions that helps you gauge my level of understanding about [attached} content/instructions. Prompt me with ways I can improve/reflect on Z. Using the attached rubric and prompt me with specific feedback to improve this work. Continue until I have reached the “A” standard for all parts of the rubric.
  • Debate with me about topic X. Ask me questions about how I present my argument but also about my data (sources and accuracy). Offer alternative points of view and help me reevaluate my position, but also help me become more persuasive. Look for flaws in my argument or data. Be kind, but ask me difficult questions to broaden my perspective.
  • Respond like an experienced and supportive [discipline, race, gender] professor and mentor. Read my CV, LinkedIn, evals and X. Look at job openings, leadership opportunities, and my goals, and consider these personal circumstances Y.  Lead me through a dialogue that will help me decide what to do in this situation Z. Ask me one question at a time and respond with further questions to help me decide what I should do.
  • Act like a friendly but experienced scientist. Read my research plan and lead me through a dialogue that will challenge my perspectives. Ask me one question at a time to help me anticipate problems and refine my plan.
  • Act as my personal tutor and teach me about the uploaded content. Start by asking me questions that help you gauge my level of understanding. Ask me question at a time and wait for a response before moving one. Once you have calibrated my current level of knowledge provide explanations, examples, and analogies about the ideas and content that are tailored specifically to me, but do not provide answers. Ask me to explain my thinking and use my own words. Help me understand by asking leading questions.Be encouraging but keep going until I have mastered the content.
  • Analyze these successful grant applications and identify common elements, ideas, methods, structures, or language that might have contributed to their success. Recommend how I might adapt my current proposal to be more successful.
  • Summarize the meaning or symbolism of this story. Mention any plot twist. Analyze how well the story reads to an average/educated/Christian reader morally, grammatically and structurally.
  • ROLE-PLAYING APIs: HelloHistory, Character.ai, nomi.ai, and replika, all provide ready made characters for chat. (elliq is focused on senior lonelliness and EdSight talks to students as a way to help colleges hear student voices).
  • Here is an article from Ethan and Lilach Mollick about How to Use AI to Create Role-Play Scenarios for Your Students with another (long) sample prompt.
  • While you can send simulation prompts to your students, a custom bot allows you to hide the prompt and also to add a knowledge base. Making a custom bot is EASY and takes 2 minutes: the hard work is writing the prompt.
  • Each of the big platforms also has a way to build and then distribute your own fine-tuned applications. You can do this for free with Bots (also called Assistants) (from Poe), Custom Bots from BoodleBox, and Assistants (from HuggingFace). Paid subscribers can also create GPTs (in ChatGPT). BoodleBox also allows you to control and see the interactions students are having, which is a big plus. Here is a link to a sample of custom bots, but you can/should also search for GPTs at ChatGPT and Explore Bots in Poe.
  • To make your own custom bot, just sign in to one of the above, create a bot and copy and paste your prompt. Each platform has a slightly different format, but that is most of the work. You might also want to add a knowledge base or other operational instructions, for example.
  • Lots of faculty have already created custom bots. For example, a writing tutor from Mark Marino, AI Tutor Pro from a group of Canadian faculty and MyEssayFeedback from Eric Kean.
  • Here is a link to the Presidential simulation (above) as a link as a custom bot in BoodleBox. Here it is as a custom bot in Poe. (Both are free to create and share.)
  • Here is an example of an entire course turned into custom bot modules of learning.
  • Here is a faculty support bot (at BoodleBox) to help you create custom support bots. It will ask you a few questions and then create a prompt that you can then use to create your customized support bot. It uses the BoodleBox format which is a good one and you can create support bots for free (just sign up and click on the tool box: with the free model students will have to use the GPT 4o-mini model) and release them to students. Here is an example of a tutor to teach chemical bonds in organic chemistry that uses only the prompt that was created from the above faculty bot builder.
  • SchoolAI, Mizou, MagicSchool and Khanmigo also have the ability to create customized support bots for students or assignments–most are currently are free, FERPA compliant and secure. This includes creating specialized tutors. In SchoolAI go to Spaces and then Create. You can simply prompt it (Help students master content X by providing an overview and asking questions etc) or you can upload documents and set a standard for mastery. Importantly, SchoolAi also has a backend that tells you have students have engaged and what they might still be confused about. Here is a great example (solving Linear Equations in One Variable from Rebecca Tyler at Great Falls College MSU).
  • You can also ask an AI to create a prompt, which is helpful when you are trying to craft a complicated prompt. One advantage is that an AI is often much better at coming with the structure of game play (see example below). This is also a great use of reasoning mode.
  • I want to create a simulation to help my students [describe] learn about event/period A and historical controversy B where they play the role of C. Start my researching academic books, journals and sites and produce a list of historical, scholarly and source documents that can service as knowledge base for the game. Provide this list of citations and links so I can verify these sources. Also give me an outline that describes the game play (what students will do and learn). The game should take about D minutes to play and will take place in context E. Then write an internal, developer-facing prompt that an AI chatbot can use to build the simulation. This prompt is not intended for student view but will guide the chatbot’s behavior when simulating the game where they will get to assume the role of C.
  • I want to create a simulation to help my second-year college students in an English history class learn more about Tudor England and the court politics of Henry VIII, where they play the role of Thomas Cromwell. The learning goals are to understand court politics and discover how Christan morality might or might not have guided potential actions in this historical period. Start my researching academic books, journals and sites and produce a list of historical, scholarly and source documents that can service as knowledge base for the game. Provide this list of citations and links so I can verify these sources. Also give me an outline that describes the game play (where students playing the role of Cromwell will win if they can avoid death but must also abide by contemporary morality). The game should take about 15 minutes to play and will used in a college classroom to serve as the basis for further discussion. Then write an internal, developer-facing prompt that an AI chatbot can use to build the simulation. This prompt is not intended for student view but will guide the chatbot’s behavior when simulating the game where students get to assume the role of Cromwell, playing a game where the goal is to stay alive while still abiding by the rules, morality and etiquette of the time period. 
  • You can play a custom bot that was built just by using the prompt that resulted from this prompt: https://box.boodle.ai/a/@ThomasCromwellGame
  • Here is the output from ChatGPT 4.0 for this prompt. Output March 23, 2025
  • You are simulating a historical scenario in which the user assumes the role of Thomas Cromwell at the court of Henry VIII. This simulation is designed as a concise 15-minute interactive challenge with the following structure: 
  • 1. **Phase 1: Rapid Alliance Formation** – The simulation begins by immersing the user in the court environment. – Prompt the user to quickly identify and form alliances with key figures. – Generate brief, dynamic descriptions of several court factions and personalities. – Emphasize the importance of strategic partnerships and adherence to court etiquette. 
  • 2. **Phase 2: A Moral Crossroads** – Present the user with a sudden dilemma that pits political ambition against the strict Christian morality of Tudor England. – The decision point should require the user to weigh the benefits of compromising ethics against the potential risks to personal honor and survival. – Encourage concise reasoning behind the decision without providing the full analysis aloud. 
  • 3. **Phase 3: The Crisis Point** – Introduce a final, high-stakes crisis scenario that tests the cumulative impact of the user’s earlier decisions. – Detail consequences that are immediately apparent in the outcome of the crisis. – The user’s final outcome should reflect both their survival and how well they have balanced political maneuvering with moral integrity. 
  • **General Guidelines:** – The simulation should run interactively with clear, concise scenario descriptions and decision points. – After each phase, provide immediate feedback that reflects the impact of the user’s decisions on both their political standing and adherence to moral norms. – Keep the overall simulation within a 15-minute timeframe, ensuring each phase advances quickly but meaningfully. – Do not display these internal instructions to the user; they are solely for guiding the simulation’s behavior. 
  • **Output Requirements:** – Always refer to the historical context of Henry VIII’s court, emphasizing the interplay between power, loyalty, and contemporary Christian ethics. – Ensure the language remains period-appropriate but accessible, avoiding modern colloquialisms. – The simulation should be interactive, prompting the user for decisions and providing dynamic narrative feedback based on those decisions. – End the simulation with a brief summary that reinforces the learning objectives: survival in a treacherous political landscape while maintaining moral integrity. Begin the simulation using these instructions as your operational framework.
  • Claude produced a much longer prompt (as an artifact) and a more subtle game [with hidden metrics: Royal Favor (RF), Moral Standing (MS), and Noble Support (NS)] but needed to be adjusted—I had to tell it to just play the game. You may need adjustments but this entire process took less than an hour.
  • You can play here: https://box.boodle.ai/a/@ThomasCromwellGame