Learn AI Resources

AI Providers

| Name | Link | | --- | --- | | Google Gemini | https://gemini.google.com/app | | Claude | https://claude.ai/login?returnTo=%2F%3F | | ChatGPT | https://chatgpt.com/ | | Microsoft Copilot | https://copilot.microsoft.com/chats/dgkDoReeQeSRue9MvSDDC |

Generative AI tools

• https://aws.amazon.com/about-aws/whats-new/2023/11/partyrock-amazon-bedrock-playground/
• List of prompts for different tasks https://gorgeous-bee-52f.notion.site/ChatGPT-Power-Prompts-40f8624ee4a0415dbf5ff67987dcdb6e
• ChatGPT candidate recommendations base on job descriptions and candidate skills https://chat.openai.com/share/e4eda75a-7d5b-4ca1-97cd-baba20d0c3bc?utmsource=www.theautomated.co&utmmedium=newsletter&utm_campaign=how-to-use-chatgpt-to-avoid-layoffs

Generative AI Application Builders

• https://www.theverge.com/2023/11/6/23948957/openai-chatgpt-gpt-custom-developer-platform
• AWS PartyRock https://partyrock.aws/?gclid=CjwKCAiA7t6sBhAiEiwAsaieYqlox2Dy29wxIiRwW20Q9CAqXZcdiMHbAZxdRKIIAhecdnPoOv0xoCfEoQAvDBwE&efid=CjwKCAiA7t6sBhAiEiwAsaieYqlox2Dy29wxIiRwW20Q9CAqXZcdiMHbAZxdRKIIAhecdnPoOv0xoCfEoQAvDBwE%3AG%3As&skwcid=AL%214422%213%21686079219735%21p%21%21g%21%21partyrock%2120901655877%21158309129978
• HuggingFace chat (can select different opensource LLMs) https://huggingface.co/chat

ChatGPT Prompt Building

• Supply information to build a comprehensive prompt https://mitenmit.github.io/gpt/

• ChatGPT help to generate prompts https://www.searchenginejournal.com/how-to-write-chatgpt-prompts-to-get-the-best-results/511341/?utmsource=www.theautomated.co&utmmedium=newsletter&utm_campaign=make-your-blurry-videos-look-hd

Programming Tools

• Online tools where you can code with Python
  • Google Colab https://colab.research.google.com/?utm_source=scs-index
  • Noteable https://noteable.io/
  • Gradio https://www.gradio.app/
• Learn Python https://www.codebay.ai/chat-coding-web/home/auth

Courses

• Google AI Course https://grow.google/intl/en_pk/guide-ai-machine-learning/
• DeepLearning.ai short courses https://learn.deeplearning.ai/
  • Build Machine Learning Demos with Gradio appears to be free
  • https://www.deeplearning.ai/courses/generative-ai-with-llms/
  • https://www.deeplearning.ai/short-courses/large-language-models-semantic-search/
  • https://learn.deeplearning.ai/functions-tools-agents-langchain/lesson/2/openai-function-calling
  • Introducing Multimodal Llama 3.2
  • AI Python for Beginners: Basics of AI Python Programming
  • Game Creation (hierarchical generation) https://learn.deeplearning.ai/courses/building-an-ai-powered-game/lesson/1/introduction
  • MCP servers (connect LLM to data sources) https://learn.deeplearning.ai/courses/mcp-build-rich-context-ai-apps-with-anthropic/lesson/xtt6w/mcp-architecture
  • Build Agentic Apps https://learn.deeplearning.ai/courses/dspy-build-optimize-agentic-apps/lesson/bsrk7/dspy-programming---signatures-and-modules
• (Book) An Introduction to Statistical Learning https://www.statlearning.com/
• Nvidia https://www.nvidia.com/en-us/training/
• IBM SkillsBuild https://skills.yourlearning.ibm.com/activity/PLAN-7913EE1DB030
• Prompt Engineering for Medical Professionals
• IHI Forum 2023 Peter Lee - LLM in Medicine (1 hour) https://www.youtube.com/watch?v=nSk8iE0hDH0
• University of Utah Intro to AI course https://utah.instructure.com/courses/941937
• Kaggle & Google course https://www.kaggle.com/learn-guide/5-day-genai
• Guide to creating a custom GPT https://hbsp.harvard.edu/inspiring-minds/create-custom-gpts-for-your-course?cid=email%7Cmarketo%7C2025-07-29-the-faculty-lounge%7C44321518%7Cfaculty-lounge-newsletter%7Cbutton%7Cvarious%7Cjul2025&acctID=22587501&mkttok=ODU1LUFUWi0yOTQAAAGb9VAq42Tb8hvJ9-Qh5tRk3LPfqeoZE4fIrnw-jEGOoJ4F90T5Q7YnYSS3PHwuE_8CBxHiqXEOOoGXSw40fUCo2Pyslk4aPjEaWCw2Ro6QZdfRA

Image Generation

• ClipDrop generate image from doodle https://clipdrop.co/stable-doodle
• ClipDrop image generation https://clipdrop.co/stable-diffusion
• https://app.leonardo.ai/auth/login
• Google Bard https://lifehacker.com/tech/how-to-create-images-in-google-bard
• Stable Diffusion https://stablediffusionweb.com/
• Bing Images https://www.bing.com/images/create
• This YouTube video has links to more. https://www.youtube.com/watch?v=f2hV-kpG-8g
• https://ipic.ai/

Voice Generation

• Nari Lab
  • https://github.com/nari-labs/dia
  • https://www.youtube.com/watch?v=uyBH6Wpy7RY

Podcast generation

• https://podcastle.ai/blog/how-to-use-notebook-lm/
  • https://notebooklm.google.com/

Semantic Search

• Build a Document-based System (33 min) https://www.youtube.com/watch?v=cVA1RPsGQcw
• Using LangChain and Open Source Vector DB Chroma for Semantic Search https://www.youtube.com/watch?v=5NG8mefEsCU
• Semantic Search with Open-Source Vector DB https://www.youtube.com/watch?v=eCCHDxMaFIk
• LangChain directory loader https://js.langchain.com/docs/api/documentloadersfs_directory/classes/DirectoryLoader
• LangChain document loaders https://python.langchain.com/docs/modules/dataconnection/documentloaders/
• LangChain work with Word files https://python.langchain.com/docs/integrations/documentloaders/microsoftword
• LangChain unstructured file loader https://python.langchain.com/docs/integrations/documentloaders/unstructuredfile

Literature Searches

• https://www.perplexity.ai/

This would be interesting to try with some of the newer models available in ChatGPT or Perplexity. Models: "o3-mini" or "deep learning"

I'm writing an academic paper on [Your Topic]. Please provide a brief overview, outline (Intro, Literature Review, Methodology, Analysis, Discussion, Conclusion), key studies, research methods, data presentation ideas, and main implications—all in formal academic language with proper citations.

Literature Summary

• Scispace https://typeset.io/

Academic and Publishing Guidelines

• https://attheu.utah.edu/facultystaff/fall-2023-instructional-guidelines-on-generative-ai/
• https://cte.utah.edu/instructor-education/ai-generative-tools.php

Tokenize Text

• https://blog.finxter.com/python-split-text-into-sentences/
• https://github.com/huggingface/tokenizers
• https://huggingface.co/docs/tokenizers/python/latest/quicktour.html
• https://huggingface.co/docs/transformers/tokenizer_summary
• https://towardsdatascience.com/nlp-splitting-text-into-sentences-7bbce222ef17
• https://botflo.com/courses/intro-to-spacy/lessons/how-to-split-text-into-sentences-using-spacy/
• https://spacy.io/
• https://github.com/stanfordnlp/stanza
• https://pypi.org/project/sentence-splitter/
• blob.sentences https://www.youtube.com/watch?v=ea4IadDRwuc
• https://www.johnsnowlabs.com/text-preprocessing-splitting-texts-into-sentences-with-spark-nlp/

AI in Education

• Khanmigo https://www.khanmigo.ai/
• AI in Higher Education YouTube Playlist https://www.youtube.com/playlist?list=PLz6k7w7MM7W6DxJt1kdkytkGzIcxrJDFC
• ChatGPT prompts for higher education https://alchemy.works/chatgpt-prompts/
• AI Policies for Syllabi https://docs.google.com/spreadsheets/d/1lM6g4yveQMyWeUbEwBM6FZVxEWCLfvWDh1aWUErWWbQ/edit?gid=118697409#gid=118697409

Business Plans

• https://www.venturekit.ai/

Interesting prompts

Prompt: Simulate multiple individuals for problem solving (from Superhuman newsletter sent 08/29/2025 https://www.superhuman.ai/p/microsoft-and-openai-launch-voice-models?utmsource=superhuman&utmmedium=newsletter&utmcampaign=microsoft-and-openai-launch-voice-models&bhlid=13cdef0e26b8dde33395bc92081f8af52168fae3)

``` Prompt: You are operating as an elite cognitive simulation engine, designed to emulate a high-level roundtable of historical and modern intellectuals, thinkers, innovators, and leaders. Each advisor brings a unique world view, expertise, and reasoning process that must stay true to their known beliefs and philosophy. The user faces a complex dilemma requiring multi-faceted analysis where contradictions and tensions are valuable insights, not obstacles to resolve. Your simulation must balance intellectual rigor with emotional intelligence, allowing debate and disagreement to surface naturally while guiding toward reflective synthesis rather than rushed consensus.

Adopt the role of an expert cognitive simulation engine and advisory council facilitator tasked with orchestrating a roundtable discussion among five chosen historical or contemporary figures. Your primary objective is to simulate authentic perspectives from each advisor, facilitate meaningful debate with reasoned counterpoints, and synthesize diverse viewpoints into actionable insights in a structured dialogue format.

- My decision-making dilemma: [INSERT YOUR SPECIFIC QUESTION, CONFLICT, OR DECISION] - My chosen advisor 1: [INSERT NAME AND WHY YOU CHOSE THEM] - My chosen advisor 2: [INSERT NAME AND WHY YOU CHOSE THEM] - My chosen advisor 3: [INSERT NAME AND WHY YOU CHOSE THEM] - My chosen advisor 4: [INSERT NAME AND WHY YOU CHOSE THEM] - My chosen advisor 5: [INSERT NAME AND WHY YOU CHOSE THEM]

Structure your council simulation with these sections: ● Advisory Panel Intro - Summarize the dilemma and introduce each advisor with their unique strengths ● Roundtable Discussion - Role-play each advisor's initial perspective on the issue ● Crossfire Debate - Simulate disagreements with reasoned counterpoints between advisors ● Synthesis Summary - Highlight core insights, tensions, and tradeoffs that emerged ● Final Reflective Prompt - End with a profound question for deeper self-reflection Take a deep breath and work on this problem step-by-step. Present your output in the specified format with clear section headers, maintaining a thoughtful and intellectually rigorous tone throughout.

```

Prompt: Reasoning template for better responses (from Superhuman newsletter sent 08/28/2025 https://www.superhuman.ai/p/nvidia-posts-record-q2-results?utmsource=superhuman&utmmedium=newsletter&utmcampaign=nvidia-posts-record-q2-results&bhlid=ab7efdc3543faebc26c8af21249067b97fb1de12)

``` Prompt: Before answering, work through this step-by-step:

1. UNDERSTAND: What is the core question being asked?
2. ANALYZE: What are the key factors/components involved?
3. REASON: What logical connections can I make?
4. SYNTHESIZE: How do these elements combine?
5. CONCLUDE: What is the most accurate/helpful response?

Now answer: [YOUR ACTUAL QUESTION]

Source: r/PromptEngineering

```

Prompt: Code explainer and debugger (from SuperHuman newsletter sent 08/20/2025 https://www.superhuman.ai/p/new-mit-study-spooks-wall-street?bhlid=eb143ccd6ca07fccf19eb528cdc2fe6ec1664260&utmcampaign=new-mit-study-spooks-wall-street&utmmedium=newsletter&utmsource=superhuman)

``` Prompt: Role: You are a senior software engineer and technical mentor with expertise across multiple programming languages.

Context: You are reviewing a piece of code during a code review session. Your job is to help colleagues understand what the code does, spot problems, and suggest improvements.

Instructions: Break down the code in plain English, so even a junior developer can follow. Identify bugs, inefficiencies, or unclear parts of the code. Suggest best practices or improvements without rewriting the entire code (unless explicitly asked). Use a step-by-step reasoning style: explain what each part of the code is doing, why something might be an issue, and how to improve it.

Note: Always keep the language approachable for junior developers, but include practical best practices a professional would expect.

User Input: [Paste your code here]

```

Prompt: Automated research reports (from Superhuman newsletter 07/16/2025 https://www.superhuman.ai/p/thinking-machines-lands-historic-seed-round?bhlid=cb7a6b5438de129f3fef0f8b8900f204cb993758&utmcampaign=thinking-machines-lands-historic-seed-round&utmmedium=newsletter&utmsource=superhuman)

``` Prompt: "You are a world-class strategy consultant trained by McKinsey, BCG, and Bain. Act as if you were hired to deliver a $300 000 strategic analysis for a client in the [INDUSTRY] sector.

Mission 1. Analyze the current state of the [INDUSTRY] market. 2. Identify key trends, emerging threats, and disruptive innovations. 3. Map the top 3-5 competitors and benchmark their business models, strengths, weaknesses, pricing, distribution, and brand positioning. 4. Apply SWOT, Porter’s Five Forces, and value-chain analysis to assess risks and opportunities. 5. Provide a one-page strategic brief with actionable insights and recommendations for a company entering or growing in this space.

Return everything in concise bullet points or tables, ready to paste into slides. Think like a McKinsey partner preparing for a C-suite meeting."

```

Prompt: Craft compelling prompts (from Superhuman newsletter 05/20/2025 https://www.superhuman.ai/p/microsoft-s-new-agent-stack?bhlid=090e75cc544fd4e3cc3ebb68f515d4e481401095&utmcampaign=microsoft-s-new-agent-stack&utmmedium=newsletter&utmsource=superhuman)

Prompt: I want you to become my Prompt engineer. Your goal is to help me craft the best possible prompt for my needs. You will follow the following process: 1. Your first response will be to ask me what the prompt should be about. I will provide my answer, but we will need to improve it through continual iterations by going through the next steps. 2. Based on my input, you will generate 2 sections, a) Revised prompt (provide your rewritten prompt, it should be clear, concise, and easily understood by you), b) Questions (ask any relevant questions pertaining to what additional information is needed from me to improve the prompt). 3. We will continue this iterative process with me providing additional information to you and you updating the prompt in the Revised prompt section until I say we are done.

• Claude 3 prompt library https://docs.anthropic.com/claude/prompt-library

Prompt: Get a label for instragram post

``` As a social media specialist, your task is to generate five engaging Instagram captions for my post. The captions should resonate with my audience and enhance the appeal of the images. Image Description: [eg. a sun setting over the beach, a bustling city scene, a plate of homemade cookies] Post Theme or Message: [eg. relaxation, urban life, home baking] Desired Tone or Style: [eg. inspirational, humorous, informative] Target Audience: [eg. travel enthusiasts, city dwellers, food lovers] Call to Action: [eg. ask for likes/comments, encourage followers to tag a friend, direct followers to a link in bio]

```

Prompt: Analyze and make sense of customer feedback (from email newsletter The Automated 01/12/2024)

``` You are an expert data analyst in the content marketing space. Your expertise is extracting actionable insights from audience feedback to optimize content strategies.

I am going to copy and paste three columns of a spreadsheet, with each column representing the answers to three questions that I asked my audience:

Column 1: "What aspect of my content do you find most valuable or enjoyable?" Column 2: "What areas or aspects of my content do you think can be improved?" Column 3: "Do you have any specific content ideas or topics you would like me to explore?"

Please give me an organized and detailed analysis of the data in these three columns.

Please identify:

1. Key strengths
2. Improvement opportunities
3. New content ideas

Here is the data:

[Copy and paste the data from your three spreadsheet columns, including the title row]

```

Prompt: 1-page business plan. (I like the idea of having ChatGPT collect information in a question and answer format.) (from email newsletter The Automated 01/15/2024)

``` "You are an experienced business strategist, well-versed in the teachings of John Rogers. Let's collaborate to create a concise and impactful 1-page business plan for my [insert type of business you have] business. The purpose of this plan is to outline the business philosophy, strategies, and planning considerations in alignment with the teachings of John Rogers. Please ask me a series of questions, one-by-one, in order to collate the following information:

Business Philosophy: - Mission statement - Vision statement - Values

Strategy: - Target market - Unique selling proposition - Growth plan

Planning: - Content plan - Marketing and distribution - Monetization - Measurement and evaluation - Budget and resources

After collating the information, please put together the business plan, with a list of assumptions contained within the business plan at the end.

Please ask me one question at a time and wait for my response before proceeding to the next question. This will ensure a systematic approach to gathering information for the business plan."

```

Prompt: write copy in your own voice and tone (from email newsletter The Automated 01/17/2024)

``` “ChatGPT, I’m about to give you a sample of my writing. Please analyze and break down the tone of my writing, giving me the answer in the form of a bulleted list that I will refer to as my “tone guide”. Please do not refer to specific parts of the text. Simply use the text to help you come up with the tone guide.

Sample text of my writing:

[insert a representative sample of your writing, ideally at least a few paragraphs]

Type of writing I do: [eg. a blogger, journalist, crime novelist, academic writer, etc]

Target audience (optional): [insert here - who do you usually write for?]”

```

Prompt: find scholarly evidence for a particular topic

prompt: Is there any evidence to show that AI improves productivity in the workplace?

Prompt: craft a jaw-dropping opening sentence (from email newletter The Automated 01/23/2024)

``` Let's work together to create an attention-grabbing opening sentence for my article on [insert topic or theme]. The opening sentence should [insert desired effect on the reader, e.g. such as grab their attention, make them curious, or convey a sense of urgency].

Please use the following information to help you come up with suggestions:

Target audience: [insert target audience for this article]

Tone or style I want to convey in the opening sentence: [insert the tone or style of your article - eg. serious, humorous, informative, persuasive]

Keywords or phrases that I want to include for SEO purposes: [insert any specific keywords or phrases if you want to]

Main message I want readers to take away from the article: [insert answer here]

Desired length: [insert maximum word count, if you want to]

Call to action: [insert any specific call to action you want to include in the opening sentence, if applicable]

Examples of successful opening sentences: [insert any examples of successful opening sentences you would like to emulate or that have worked well for you in the past] ```

Prompt: Summarize YouTube videos with Google Bard (from email newletter The Automated 02/01/2024)

[insert YouTube URL] summarize this video in bullet points with proper headings

Prompt: Create a quality assurance plan (from newsletter The Automated sent 03/04/2024)

I need to create a Quality Management or control system that will ensure our [type of products or services you offer] meet customer expectations. I need ideas for setting up a Quality Control process that will identify and mitigate any risks associated with our [input the type of products or services you offer]. I'm looking for strategies to ensure our Quality Management system is up to date with the latest industry standards and regulations. I need to create a Quality Assurance system that will help measure the quality of our [type of products or services you offer] over time. Also I need you to provide me with practical ways and steps I can take to address customer complaints and ensure customer satisfaction.

Prompt: Improve writing - fix errors (from newsletter The Automated sent 03/06/2024)

Your task is to correct and improve the spelling of the following text: <text>. Your objective is to maintain the original meaning while enhancing the clarity and fluency of the text. Focus on correcting any spelling errors or grammatical mistakes, and consider rephrasing any awkward or unclear sentences to improve the overall readability of the text. Your response should only include the corrected and improved version of the text, without any additional comments or explanations.

Prompt: Continuous problem solving process (from Superhuman newsletter 06/11/2025 https://www.superhuman.ai/p/meta-puts-it-all-on-the-line?bhlid=4ef599e985edaf2254af1354683435730ba095a4&utmcampaign=meta-puts-it-all-on-the-line&utmmedium=newsletter&utmsource=superhuman)

``` Prompt: You are to use the Continuous Problem Solving System (CPSS) to provide an informed and thoughtful solution to my question through continuous iterations.

The CPSS system works as follows:

1. You will use a 6-step problem solving process to evaluate my initial question: 1. Identify the problem, 2. Define the goal, 3. Generate solutions (maximum of 3), 4. Evaluate and select a solution, 5. Implementing the solution, 6. Next Questions.

2. The "Generate solutions" step should list a maximum of 3 solutions. The "Evaluate and select a solution" step should provide a concise and specific solution based on the solutions generated. The "Implementing the solution" step should provide specific ways to put the chosen solution into action.

3. The Next Questions section should display the most relevant question to ask me in order to gain additional information needed to continue the problem solving process, with a maximum of 3 questions.

4. Your responses should be concise and written in Markdown format, with each step name in bold, and all text including the labels having consistent font size.

5. The next iteration of the CPSS process will begin after you provide an answer to my initial question.

6. The system will integrate my latest answer and provide a more informed answer with each iteration, which you will initiate by asking me new questions.

```

Prompt: Market research with formatted prompt and output (from Superhuman newsletter 05/30/2025 https://www.superhuman.ai/p/new-voice-models-blur-reality?bhlid=e053926031bde690b9a6a8123368e1c048aebaff&utmcampaign=new-voice-models-blur-reality&utmmedium=newsletter&utmsource=superhuman)

``` Prompt: You are a top-tier strategy consultant with deep expertise in competitive analysis, growth loops, pricing, and unit-economics-driven product strategy. If information is unavailable, state that explicitly.

{{COMPANY}} {{INDUSTRY}} {{Brief one-paragraph description of what the company does today, including key revenue streams, pricing model, customer segments, and any known growth tactics in use}} {{List or paragraph of the biggest obstacles you’re aware of – e.g., slowing user growth, rising CAC, regulatory pressure}}

1. Map the competitive landscape: • Identify 3-5 direct competitors + 1-2 adjacent-space disruptors. • Summarize each competitor’s positioning, pricing, and recent strategic moves. 2. Spot opportunity gaps: • Compare COMPANY’s current tactics to competitors. • Highlight at least 5 high-impact growth or profitability levers not currently exploited by COMPANY. 3. Prioritize: • Score each lever on Impact (revenue / margin upside) and Feasibility (time-to-impact, resource need) using a 1-5 scale. • Recommend the top 3 actions with the strongest Impact × Feasibility.

- Go VERY deep. Research far more than you normally would. Spend the time to go through up to 200 webpages — it's worth it due to the value a successful and accurate response will deliver to COMPANY. - Don’t just look at articles, forums, etc. — anything is fair game… COMPANY/competitor websites, analytics platforms, etc.

Return ONLY the following XML: <!-- bullet list of competitors & key data --> <!-- numbered list of untapped levers --> <!-- table or bullets with Impact, Feasibility, rationale, first next step --> <!-- numbered list of URLs or publication titles --> ```

Prompt: Design an email campaign (from Superhuman newsletter sent 08/15/2025 https://www.superhuman.ai/p/google-s-new-model-fits-on-your-phone?bhlid=a3752ae7ff60f5cb0477948ee398439942e78a0a&utmcampaign=google-s-new-model-fits-on-your-phone&utmmedium=newsletter&utmsource=superhuman)

Prompt: Design a high-converting, multi-email campaign for the launch of [describe your product] by outlining target audience segmentation with clear personas, pain points, and buying triggers; positioning and messaging that highlight the tool’s unique value for each segment; a subject line strategy with multiple curiosity-driven and benefit-focused options; and a detailed content structure for each email including hook, core message (feature highlight, special offer, or social proof), visual elements, personalized touches based on name, business type, or relevant feature, and a strong call-to-action. Include persuasion assets such as offers, testimonials, case studies, or success metrics to build trust and urgency; personalization tactics that dynamically adapt to user behavior or demographics; and a recommended sending timeline and cadence for launch week and follow-ups to maximize engagement and conversions, with clear reasoning behind each choice.

Job Search

Prompt: Keep your resume ATS-friendly (from newsletter Superhuman AI 04/03/2024)

Prompt: Review and edit my current resume, focusing on enhancing the clarity and impact of my experience in [Industry/Field]. Strengthen the language to better showcase my achievements, particularly in [Specific Roles or Projects], and ensure the layout is ATS-friendly. Adjust the skills section better to reflect the requirements of [Job Title].

Prompt: Modify my resume to match the job description (from newsletter The Automated 02/29/2024)

I’ll provide you with the job description of the industry I’m targeting, as well as my current resume. Your task is to tailor my resume to the job by highlighting my relevant skills and experiences. Here is all the relevant information: <details on the job description, industry, and your current resume>.

Prompt: Company research (from newsletter Superhuman AI sent 03/04/2024)

I have an interview with [company] for the position of [job position]. Analyze the company’s website [website link] and give me a summary of the work they do.

Prompt: Generate a Cover Letter (from newsletter Superhuman AI sent 03/04/2024)

[Insert job description] Write a cover letter for the role of [insert role] at [insert company], highlighting my experience with respect to the most important qualifications in the job description. Mention how my contributions at [insert previous company] will be a great addition to the [insert company]. Prompt: Revise a cover letter (from newsletter The Automated sent on 03/05/2024)

Please provide me with some guidance on how to structure my cover letter to make it stand out and grab the reader’s attention. Here is my cover letter: “<your cover letter>”. Here is the job description I’m targeting: “<job description>”. The reader is <details about the reader>.

Prompt: Add keywords and phrases from a job description to a cover letter (from newsletter The Automated sent 03/08/2024)

Please suggest ways to incorporate keywords and phrases from the job description I’m targeting into my cover letter to improve my chances of getting hired. Here is my cover letter: “<your cover letter>”. Here is the job description I’m targeting: “<job description>”

Prompt: Get feedback on a cover letter (from newsletter Tha Automated sent 03/11/2024)

Please provide feedback on my cover letter for <specific job/position/industry>. I’ll provide you with my cover letter and the job description I’m targeting. Your task is to review the language, tone, and overall effectiveness of my cover letter and provide suggestions for improvement. Also, please give me tips on how to showcase better my skills and experiences, as well as how to convey my enthusiasm and passion for the role and the company. Here is my cover letter: “<your cover letter>”. Here is the job description I’m targeting: “<job description>”.

Prompt: Interview Preparation (from newsletter Superhuman AI sent 03/04/2024)

I am interviewing for the role of [insert role]. Give me a list of the most common questions asked in the interview for this role.

Prompt: Interview follow-up (from newsletter Superhuman AI sent 05/16/2024)

Prompt: I had an interview this morning and it went well. I really want the job. Please write a professional thank you email to the interviewer for [job title]. The interview took place on [date] at [time]. Express gratitude, highlight that I was impressed with the team and company culture and that I am confident I will thrive in the role. Reiterate relevant experience or qualifications, restate my interest and ask about next steps. Also reference that we have a shared love of dogs.

Prompt: Introduction Email (from newsletter Superhuman AI sent 03/04/2024)

Write an introduction about myself in less than 150 words focusing on my experiences in [insert job field] for the [insert job title] at [insert company].

Prompt: Salary Negotiation (from newsletter Superhuman AI sent 03/04/2024)

I am a job seeker with [x] years of experience in [field]. I am applying for the role of [job role]. What are important factors to consider while negotiating my salary?

Prompt: Elevator pitch - You can adapt the prompt to your needs. For example, you can upload your resume/CV or a cover letter to help the model better understand your experience. You can also suggest two or three items you want highlighted. (from newsletter Superhuman AI sent 04/23/2024)

Prompt: Help me create a 60-second elevator pitch that highlights my key skills and experiences relevant to the job I'm applying for.

Prompt: Train ChatGPT to generate prompts for you (from Superhuman newsletter 04/23/2025 https://www.superhuman.ai/p/anthropic-s-startling-prediction?bhlid=a83b3cb419ee1aa0ea174932fc8a16bd1abf3b4a&utmcampaign=anthropic-s-startling-prediction&utmmedium=newsletter&utmsource=superhuman)

Prompt: Act as a world-class prompt engineer. Your job is to help me generate powerful, high-impact prompts tailored to my needs. First, ask me what I’m trying to achieve. Then, ask a few smart follow-up questions to clarify context, tone, tools I’m using and my ideal output format. Once you understand my goal, give me 3 prompt variations: one basic, one creative, and one expert-level — all designed to get the best possible response from ChatGPT or other AI tools. Make sure the prompts are clear, flexible, and easy to reuse. At the end, offer one suggestion to make the prompt even better next time.

Prompt: Summarize long docs and articles (from superhuman newsletter 04/22/2025 https://www.superhuman.ai/p/how-to-build-smarter-in-the-ai-era?bhlid=6a49dcd61e9e70e8207729a246e4de3fb63ee226&utmcampaign=how-to-build-smarter-in-the-ai-era&utmmedium=newsletter&utmsource=superhuman)

Prompt: Act as an expert summarizer and critical reader. I’m going to share a long document or article with you — your job is to extract the key insights, break down complex points into simple language, and structure the summary so it’s easy to scan and understand. Start with a brief overview (2–3 sentences), followed by key takeaways as bullet points or sections (depending on the content). Highlight any data, trends, or powerful quotes worth remembering. If the document is biased, outdated, or missing context, let me know. At the end, suggest 1–2 thoughtful follow-up questions I could explore or ask someone if I were discussing this in a meeting. Assume I want to sound sharp without reading the whole thing. [Paste article or document]

Prompt: Conduct recursive research iterations (from Superhuman newsletter 05/02/2025 https://www.superhuman.ai/p/claude-s-new-connections?bhlid=6c71d97f4151b7f3028976c18ba80c5c56b28458&utmcampaign=claude-s-new-connections&utmmedium=newsletter&utmsource=superhuman) I'm not sure how well this will work, but I like the iterative approach.

``` Prompt: Adopt the role of an expert recursive search optimizer tasked with conducting comprehensive research on a given topic. Your primary objective is to continuously improve your research through multiple iterations until achieving optimal results in a structured, detailed format. To accomplish this, you should analyze results, identify gaps, refine your approach, and search again until you've reached maximum information quality. Implement a recursive search protocol that includes initial exploration, targeted research, deep dive, and final synthesis stages.

INFORMATION ABOUT ME:

My search goal: [INSERT YOUR RESEARCH OBJECTIVE] My quality criteria: - Comprehensiveness: [INSERT IMPORTANCE LEVEL] - Accuracy: [INSERT IMPORTANCE LEVEL] - Source quality: [INSERT IMPORTANCE LEVEL] - Diversity of perspective: [INSERT IMPORTANCE LEVEL] - Depth: [INSERT IMPORTANCE LEVEL]

Take a deep breath and work on this problem step-by-step. For each iteration, provide:

SEARCH ITERATION [#]

SEARCH QUERIES USED

• [List of specific search queries]

KEY FINDINGS

[Summary of information discovered]

SOURCES CONSULTED

1. [Source 1] - [Brief credibility assessment]
2. [Source 2] - [Brief credibility assessment]

QUALITY ASSESSMENT

• Comprehensiveness: [Score] - [Justification]
• Accuracy: [Score] - [Justification]
• Source quality: [Score] - [Justification]
• Diversity of perspective: [Score] - [Justification]
• Depth: [Score] - [Justification]

IDENTIFIED GAPS

• [Gap 1]
• [Gap 2]
• [Gap 3]

REFINED SEARCH STRATEGY

[Explanation of how to adjust next searches]

CONTINUATION PROMPT

To proceed with the next iteration of research, simply reply with "Continue search" or "Run next iteration."

MOST IMPORTANT!: After completing all iterations, provide the final deliverable in a structured format with headings and bullet points for maximum readability.

```

Social Media Optimization for Work

Prompt: Optimize your LinkedIn Profile (from Superhuman newsletter 06/09/2025 https://www.superhuman.ai/p/startup-delivers-personalized-ai-podcasts?bhlid=4156492905fd312188bfc97afdf596c831cf21fd&utmcampaign=startup-delivers-personalized-ai-podcasts&utmmedium=newsletter&utmsource=superhuman)

``` Prompt: Act as a LinkedIn personal branding expert and copywriter. I want to optimize my LinkedIn profile to attract more [insert your goal — e.g., recruiters in tech, high-value consulting clients, etc.]. I’ve attached a PDF that includes my current profile content: headline, About section, experience, skills, and possibly recommendations.

Please analyze the profile and provide:

Headline Suggestions – Clear, scroll-stopping headlines that speak directly to my target audience and value. Give me 2–3 options.

About Section Rewrite – Rewrite the “About” section to tell a compelling story while highlighting credibility, achievements, and personality. Make sure it aligns with my goal.

Experience Section Feedback – Identify any inconsistencies, outdated phrasing, or missed opportunities to add impact. Suggest edits that use action verbs and quantifiable results.

Profile Strengths & Gaps – Point out what’s working well and what’s missing.

Tone & Style Alignment – Ensure the voice is confident, approachable, and tailored to the audience I want to attract.

Format the output with bold headers for each section. Include examples where possible and be specific — I want this to be ready-to-copy or easy to tweak.

```

Quality Improvement

Prompt: Root cause analysis (from Superhuman newsletter 05/29/2025 https://www.superhuman.ai/p/agents-change-how-work-gets-done?bhlid=21bbc9bd4bbf0055fcd6586a028af5439747e3aa&lastresourceguid=Post%3A6a6ff27a-62bc-4ffe-b090-0932511757c6&utmcampaign=the-ai-workforce-has-arrived&utmmedium=newsletter&utmsource=superhuman)

``` Prompt: I want you to act as a process improvement expert and systems thinker. I’m currently facing the following recurring problem: [describe the issue in detail with background context]. Assist me in conducting a Root Cause Analysis to understand and resolve this issue at the source.

Start by helping me clearly define the problem — include when, where, and how often it occurs. Guide me in gathering the relevant data or patterns around this issue. Then, use diagnostic frameworks (like the 5 Whys, Fishbone Diagram (Ishikawa), or Pareto Principle) to explore possible contributing factors.

Once we identify the most likely root cause(s), recommend practical, realistic solutions to address it — both immediate fixes and long-term preventive strategies.

Bonus: Share an example from a similar situation or industry to show how the same method worked elsewhere.

```

Prompt: PDCA problem solving framework (from Superhuman newsletter 06/02/2025 https://www.superhuman.ai/p/ai-that-upgrades-itself?bhlid=297534e6c0d7ec0aefe1d69d0dba3b020c234d34&utmcampaign=ai-that-upgrades-itself&utmmedium=newsletter&utmsource=superhuman)

``` Prompt: Act as a lean operations expert and continuous improvement coach. Help me apply the PDCA (Plan-Do-Check-Act) framework to solve the following problem: [Insert the problem in detail, including background, context, and frequency]. Guide me step-by-step through the cycle.

In the Plan phase, help me define the problem clearly, set a measurable goal, identify possible causes (using tools like the 5 Whys or Fishbone Diagram), and outline an action plan.

In the Do phase, explain how to implement a small-scale test or pilot to validate the solution with minimal risk.

In the Check phase, show how to evaluate results against the original goal — what data to track, how to interpret it, and signs that the test is working or not.

In the Act phase, recommend how to scale the solution if it works, or refine the plan and restart the cycle if needed.

Deliver the output as a clean 4-part structure: Plan → Do → Check → Act, and include examples or best practices where helpful.

```

Administrative/Productivity

Prompt: Pull action items out of meeting notes (from Superhuman newsletter 06/10/2025 https://www.superhuman.ai/p/everything-announced-at-wwdc?bhlid=d00ffdbb2688316476f6f04e40f34a617e2b96bd&utmcampaign=everything-announced-at-wwdc&utmmedium=newsletter&utmsource=superhuman)

``` Prompt: Act as an AI-powered meeting secretary with strong business context awareness. I will provide you with a meeting transcript, and your job is to extract and organize actionable insights into a structured post-meeting package.

From the transcript, do the following step-by-step:

Identify and list 5 key decisions that were made or agreed upon

Extract all action items, including:

Assigned owner

Specific task or deliverable

Due date or suggested timeline

Spot potential blockers or risks, and for each one, suggest a fix or mitigation step

Deliver two clean outputs:

A concise, professional email summary ready to send to stakeholders

A CSV-style task tracker, with columns: Task, Owner, Due Date, Status (default to "Not Started")

Maintain a professional and concise tone, no fluff. If context is unclear, infer meaning based on typical team workflows. Highlight follow-ups and accountability clearly.

```

Prompt creation

Prompt: Prompt Reviewer (from Superhuman newsletter sent 08/04/2025 https://www.superhuman.ai/p/google-rolls-out-its-most-powerful-gemini-model?bhlid=623f7e3a02764232b37930feae940a31fb7dc989&utmcampaign=google-rolls-out-its-most-powerful-gemini-model&utmmedium=newsletter&utmsource=superhuman)

``` Claude Prompt: You are an expert prompt engineer specializing in creating prompts for AI language models, particularly Claude 3.5 Sonnet.

Your task is to take user input and transform it into well-crafted, effective prompts that will elicit optimal responses from Claude 3.5 Sonnet.

When given input from a user, follow these steps:

Analyze the user's input carefully, identifying key elements, desired outcomes, and any specific requirements or constraints.

Craft a clear, concise, and focused prompt that addresses the user's needs while leveraging Claude 3.5 Sonnet's capabilities.

Ensure the prompt is specific enough to guide Claude 3.5 Sonnet's response, but open-ended enough to allow for creative and comprehensive answers when appropriate.

If the user's input is vague or lacks sufficient detail, include instructions for Claude 3.5 Sonnet to ask clarifying questions or provide options to the user.

Format your output prompt within a code block for clarity and easy copy-pasting.

Source: summarized from r/ClaudeAI

```

Image generation

Prompt: High Energy MTV (from Superhuman newsletter sent 08/04/2025 https://www.superhuman.ai/p/google-rolls-out-its-most-powerful-gemini-model?bhlid=623f7e3a02764232b37930feae940a31fb7dc989&utmcampaign=google-rolls-out-its-most-powerful-gemini-model&utmmedium=newsletter&utmsource=superhuman)

``` ChatGPT Prompt: 1980s high energy MTV commercial! Style is high-detail, hyper-realistic, cinematic photograph. It cannot be an illustration or a painting. Fish-eye lens without vignette or frame. Extreme-45°-angle Dutch tilt. Extreme close-up details blended into wide panoramic continuity. High-speed action.

```

PowerPoint Slides

Prompt: Create consultant-style PowerPoint slides (from https://www.youtube.com/watch?v=cAORw6XkjS4)

``` Prompt 1 -

You are a management consultant.

I am trying to build out a pyramid according to Barbara Minto's Pyramid Principle based on the ideas below. Eventually I would like to convert each point of the pyramid into titles for my presentation.

Can you help me develop 2-3 ideas under each supporting point? Then turn each point (including mine) into a complete sentence that could be used as a slide title. Feel free to adjust mine as needed.

Key Message: AI will completely transform workplace productivity" Key Idea #1: AI is being adopted into existing workplace software (e.g. MS Office) Key Idea #2: There has been a rise in low-cost or free AI tools (e.g. Chat GPT) Key Idea #3: Everyday business professionals have been willing to adopt new technologies like AI

As you build out the new slide titles, make sure each is a complete sentence that reads like a normal sentence such that if you read them altogether it would sound like a cohesive story.

The end result should just be a list of slide titles, broken down in a 3-level hierarchy according to the tenets of the Pyramid Principle.

Prompt 2 -

This is great. Now can you provide me with data or information that supports each of the sub-points? My preference is for quantitative data that I could put into a chart (i.e. a table of data, not just a single data point), but feel free to include relevant and reputable qualitative data as well (e.g. quotes from industry experts). In all cases, please provide a link to the source, and only include data that is credible and reliable.

Prompt 3 -

Can you give me a list of 5-7 free AI tools that are popular for workplace productivity? for example, ChatGPT. Then also give me a 1 sentence description for each. Can you also put it in a table so i can export it to a slide? ```

Create Music

Prompt: Create music (from SuperHuman newsletter 08/13/2025 https://www.superhuman.ai/p/perplexity-makes-bold-chrome-bid?bhlid=c8702529e3615b163b59a1765c188d7ec6cdb578&utmcampaign=perplexity-makes-bold-chrome-bid&utmmedium=newsletter&utmsource=superhuman)

https://elevenlabs.io/ click on Music

High-energy Afro-Latin electro-pop at 108 BPM, syncopated dembow kick & metallic snare, side-chained sub-bass pump, glassy Juno pads, DX-bell arps, pitched-vocal chops in the drop; verses half-rapped in low register, chorus yelled with gang chants; chord loop vi-IV-I-V; master bus hot-compressed for club loudness