The Learning room · Prompt library

Prompts that actually help.

Copy-and-paste prompts for what people really use AI for: studying, job hunting, money, writing and everyday life. We picked them from research on what people want, and tested every one in a real AI before posting it. They work in any free chatbot.

How to use them1. Copy a prompt.2. Paste it into your AI chat.3. Replace anything in [square brackets] with your own details.Never paste passwords, ID or account numbers.
Jobs · Tested · about 2 min

Practice a job interview

Interview prep is one of the top ways people use AI to job hunt, and a mock interview is one of the most-shared prompts on Reddit.

Act as a tough but fair hiring manager for this job: [paste the job title and a few lines from the job post]. Interview me one question at a time. Wait for my answer before the next question. After each answer, tell me in two or three sentences what was strong, what was weak, and how a great answer would sound. Ask 6 questions, mixing experience, problem-solving and one curveball. At the end, give me my three biggest things to fix.
Works in ChatGPTGeminiClaudeCopilot

Check it: AI can't know this company's real culture or salary. Look those up yourself on the company site and review sites.

Jobs · Tested · about 2 min

Tailor your resume without sounding like a bot

Tailoring resumes is one of the most common ways job seekers use AI. This version never invents experience, because recruiters say they can spot fake-sounding AI resumes fast.

Compare my resume against this job posting.

1. Match check: List the top 5 skills or requirements from the posting. Label each as Match, Partial, or Gap based strictly on my resume.
2. Missing keywords: List 3 to 5 exact terms from the posting that are missing from my resume.
3. Bullet rewrites: Rewrite 3 of my current bullets to naturally incorporate those keywords. Do not invent tools, metrics, or responsibilities. Use [brackets] wherever I need to add my own real numbers or results.
4. Quick questions: Ask me 2 specific questions about my past work to help me turn any Partial or Gap items into real experience.

Job posting: [paste job description]

My resume: [paste current resume]
Works in ChatGPTGeminiClaudeCopilot

Check it: Read the rewritten bullets out loud. If you wouldn't say those words in an interview, replace them with plain phrasing you actually use.

Study · Tested · about 2 min

Turn notes into an interactive quiz

Studying and test prep are top ways students use AI, and making the chatbot wait for your answer forces active recall instead of passive rereading.

You are my study partner. Quiz me on the notes below to help me practice active recall.

Rules:
- Ask exactly 1 question at a time and wait for my response. Do not summarize the material first.
- Start with core definitions, then move to tougher application questions.
- If my answer is wrong or incomplete, do not reveal the answer. Give a one-sentence hint and let me try again.
- Keep all feedback to 1 or 2 sentences so we can move fast on mobile.
- After [5] questions, give me a bulleted recap of what I got right and the exact concepts I need to review.

Start immediately with Question 1.

Notes:
[paste notes, slides, or study guide]
Works in ChatGPTGeminiClaudeCopilot

Check it: Make sure the chatbot starts immediately with Question 1 without summarizing the text first, and waits for your answer instead of giving it away.

Study · Tested · about 2 min

Prove you actually get it

46% of people under 30 use ChatGPT to learn something new. Instead of passive reading, this uses active recall to make you prove you got the concept before moving on.

Explain [topic] in plain English using one everyday analogy. Keep it under 150 words and avoid jargon.

Then stop. Ask me to explain the core idea back to you in my own words with a fresh example. Do not continue until I answer.

Once I reply, grade my explanation as Strong, Shaky, or Off-Track. Point out the exact spot my logic gets fuzzy, and ask one targeted follow-up question to lock it in.
Works in ChatGPTGeminiClaudeCopilot

Check it: If it cites a specific formula, rule, or date for school or work, ask 'What source backs that up?' and verify it in your textbook or notes outside AI.

Money and life · Tested · about 2 min

Spot red flags in a lease or contract

First apartments, phone plans, and bills come with paperwork nobody teaches you to read, and most people just need the risky parts translated.

Review this [lease / bill / contract / agreement] from my perspective as the person signing or paying.

Provide:
1. Quick summary: What am I actually agreeing to or paying for in 2 to 3 sentences?
2. Red flag table: Columns for [Clause / Plain-English Meaning / Risk Level (Low/Med/High) / Practical Impact on Me]. Highlight anything unusual or one-sided.
3. Hidden traps: Specific fees, penalty triggers, auto-renewals, or notice deadlines I need to put on a calendar.
4. Negotiation check: 3 specific questions or counter-proposals I should bring to the other party before signing or paying.

Keep the tone objective and practical. Do not give formal legal advice; highlight where I need clarification.

[Paste the document text here, with personal details removed]
Works in ChatGPTGeminiClaudeCopilot

Check it: Remove names, addresses, and account numbers before pasting. AI flags potential concerns, but you should always confirm disputed charges or lease terms with the issuer or a local tenant clinic.

Money and life · Tested · about 2 min

Turn real spending into a weekly budget

Over half of Gen Z adults who use AI for money say it caused a bad decision. This organizes your actual numbers so you make the final call.

My monthly take-home pay is [amount]. Here is my spending from last month (private details removed):
[paste transactions or rough list]

Turn this into a realistic, guilt-free plan:
1. Group everything into Fixed Bills, Day-to-Day Essentials, and Fun/Flexible Spending. List the dollar total for each.
2. Flag my 2–3 biggest spending leaks (like forgotten subscriptions or repeat delivery orders) neutrally, with one painless tweak for each that won't ruin my routine.
3. Convert my leftover flexible money into an exact weekly spending cap, holding back a [amount or %] buffer for emergencies.
4. Ask me 2 direct trade-off questions so I choose what to cut or protect, rather than you deciding for me.

Keep the output brief and easy to read on a phone. Do not recommend credit cards, loans, or investment products.
Works in ChatGPTGeminiClaudeCopilot

Check it: Add up the category totals on your phone calculator. Free AI models frequently make basic math errors when adding long transaction lists.

Don't get fooled · Tested · about 2 min

Catch mistakes in an AI answer

Most people have caught AI making mistakes, but only 1 in 4 check sources—and chatbots often defend their own errors in the same chat.

Audit this text for factual accuracy in a fresh chat: [paste AI response or draft].

Pull out every specific claim, stat, date, and name. For each one:
1. Label it: Solid, Shaky, or Likely False.
2. Give me the exact search query or public record I should look up to verify it myself.
3. Flag anything that sounds plausible but might be an AI hallucination or out of date.

Be strictly critical. Do not defend the original text.
Works in ChatGPTGeminiClaudeCopilot

Check it: Paste this in a new chat so the AI does not defend its previous answer, then run the search queries yourself to confirm the facts before using them.

Writing · Tested · about 2 min

Send that awkward message in your voice

Writing is one of the top three things people use AI for. Giving it real samples of your own writing is the trick that keeps it from sounding like a robot.

Here are 2 real messages I wrote recently:
[paste 2 real texts or emails]

First, list 3 quick habits you notice in my writing (my rhythm, greeting style, and how direct or casual I am).

Then, draft a message to [who: e.g., landlord, manager, friend] about [the awkward situation or ask].

Rules:
- Match my natural rhythm from the samples.
- Ban robotic filler like "I hope this finds you well" or "please do not hesitate."
- Keep it under [e.g., 80 words].

Give me two versions:
- Option 1: Direct and firm.
- Option 2: Softer and lower-pressure.

Under each option, point out one phrase I should tweak myself so it stays 100% mine.
Works in ChatGPTGeminiClaudeCopilot

Check it: Read both drafts out loud. If any line makes you cringe or feels like something you would never say to someone's face, change it to your own words before sending.

Money and life · Tested · about 2 min

Plan a week you'll actually stick to

Practical, everyday how-to help is the most common way people use ChatGPT, especially turning a messy notes app list into a schedule they can follow.

Here is everything on my plate for the week: [brain dump to-dos, errands, deadlines].
My fixed commitments: [work, classes, commute hours].
What I want to protect: [gym, friends, downtime].
My peak energy time is: [morning, afternoon, or night].

Build a realistic Monday–Sunday plan:
1. Give each day only 2–3 priority tasks, placing high-focus work during my peak energy time.
2. Include daily buffer blocks for overflow so one delay doesn't ruin the whole week.
3. If my list is unrealistic, call out 2–3 items I should consider dropping or pushing to next week, and tell me why.
Works in ChatGPTGeminiClaudeCopilot

Check it: Review the items it suggested dropping first. If you still want to do them, decide what you will take off your calendar to make room.

Study · Tested · about 2 min

A 30-day skill coach that quizzes you

Learning a new skill is one of the top reasons young adults use AI. This one turns it into a coach that quizzes you, not a homework machine that dumps a plan.

I want to learn [skill]. My current level is [beginner / some experience], and I can spend [minutes] a day for the next 30 days.

Act as my personal coach, not a homework machine:
1. Give me a 4-week roadmap with 1 focus per week, a checkpoint describing what real progress looks like each week, and a capstone project for week 4.
2. Start Day 1 right now: explain the first core concept with a clear analogy, assign one 15-minute hands-on exercise, and ask me 2 quiz questions. Pause and wait for my answers.
3. Coaching rule: Never solve tasks or give answers away for me. When I get stuck, ask guiding questions and give hints so I figure it out myself.
Works in ChatGPTGeminiClaudeCopilot

Check it: AI can invent tutorial names or recommend outdated tools. Use its suggested search terms directly on YouTube, Reddit, or documentation to find active free resources.

Money and life · Tested · about 2 min

Stop overthinking a tough choice

Talking through choices is part of the everyday help people use AI for most. This one argues the other side, so you are not just hearing what you want to hear.

I am torn between [Option A] and [Option B] regarding [situation]. Right now I am leaning toward [Option A or B] because [reason].

Help me think this through without deciding for me:
1. Reframe the core decision in one sentence—what am I actually choosing between here?
2. Flag 2 fragile assumptions in the option I am leaning toward.
3. Steelman the other option: what is the single strongest case for picking it?
4. The do-nothing check: what realistically happens over the next year if I make no move?
5. Which path usually carries less regret after one year?

End with 2 direct questions I need to answer for myself before I make the call.
Works in ChatGPTGeminiClaudeCopilot

Check it: For big life, money, or work decisions, review your answers with someone you trust in real life before committing.

Don't get fooled · Tested · about 2 min

Protect your info before you paste

Privacy is a top worry for young adults using AI, but pasting raw resumes, leases, or work drafts into a chat is where personal data actually leaks.

I replaced private details in this [type of draft: e.g., resume, landlord email, work note] with placeholders like [Name], [Company], or [Amount].

[Paste draft with placeholders]

Help me improve this for [goal: e.g., clarity, professional tone, strong phrasing]:
1. Keep every placeholder intact. Do not invent personal details or fill in the blanks.
2. Flag any identifying details I might have accidentally left in the text.
3. Give me clear suggestions, but explain why each change works so I can decide what to use.
Works in ChatGPTGeminiClaudeCopilot

Check it: When in doubt, swap it out. You can also turn off 'improve the model for everyone' or use temporary chat in your app's settings so your text isn't saved to train the AI.

Every prompt ends with a "Check it" tip, because AI can sound sure and still be wrong.

▶ Surf AI Radio
Surf AI Signal · Part 1
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