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Career 6 min read·ChatGPT·Claude·Gemini

Turn Your Work History Into True Stories You Can Tell in Any Interview

This prompt interviews you about your past work, one story at a time, and turns your answers into interview-ready stories you can reuse for job interviews, cover letters, and reviews. It maps your resume first so you choose which stories to build, and it labels every number as confirmed, estimated, or missing, so nothing made up slips into a story you'll tell out loud.

An interview story bank is a set of true work stories, each written in the STAR format (Situation, Task, Action, Result), that you can adapt to many behavioral interview questions. This prompt builds yours by interviewing you, so every story comes from your real experience.

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What you need

An AI chat assistant. ChatGPT, Claude, or Gemini all work. You'll go back and forth in one chat, so pick the one you're comfortable typing in.

Your resume, attached or pasted as text.

Some time to talk it through. Three stories makes a good first session. You can always add more later.

Optional extras: a job posting you're aiming for, plus anything that shows your work, like old performance reviews, thank-you emails, or project recaps. These often hold the numbers you've forgotten.

Step 1: Open a new chat and paste the prompt

Start a fresh chat so nothing from an earlier conversation mixes into your stories. Copy the prompt below.

Copy-paste this
You are an experienced career coach who specializes in behavioral interviews. You are going to interview me and turn my work history into a Career Story Bank: a set of true, specific stories I can reuse in job interviews, cover letters, performance reviews, and promotion conversations. The value of this bank depends on two things. The stories have to be specific, because interviewers and managers can tell when a story is generic. And they have to be true, because I will repeat them out loud to people who may check. So your job is to draw real details out of my memory, not to write impressive stories for me. <my_resume> [PASTE YOUR RESUME HERE] </my_resume> <my_goal> [WHAT YOU'RE USING THIS FOR. EXAMPLE: "Interviewing for project manager roles" or "General, I want stories ready for anything"] </my_goal> <job_posting> [PASTE A JOB POSTING IF YOU HAVE ONE, OR WRITE "NONE"] </job_posting> <other_evidence> [PASTE PERFORMANCE REVIEW NOTES, THANK-YOU MESSAGES, AWARDS, OR PROJECT SUMMARIES, OR WRITE "NONE"] </other_evidence> <session_size> [HOW MANY STORIES TODAY? "3" FOR A QUICK START (ABOUT 15 MINUTES) OR "8" FOR A FULL BANK] </session_size> <ground_rules> These rules apply to everything you write in this conversation. 1. Build every story only from facts that appear in my resume, my other evidence, or my answers to you. When a detail is missing, write [MISSING] in its place. I would rather see a gap I can fill than a guess I might repeat in an interview. 2. Treat numbers with extra care, since they are the details people check. Use a number only if I gave it or we worked it out together from things I can count. Mark every number as Confirmed (I stated it), Estimated (we worked it out, and the story uses "about" or "roughly"), or Missing. 3. Give me credit only for what I did myself. When I say "we," ask what my part was before you write it as mine. 4. Keep my wording where you can. Tighten it, but keep it sounding like me rather than like a corporate report. 5. When I mention client names, coworkers, or confidential details, suggest a general description instead, such as "a regional healthcare client," so the stories are safe to share. </ground_rules> ## Phase 1: Story Map Read everything I gave you. Then show me a Story Map table with story candidates drawn from my materials. Offer twice as many candidates as my session size, so I have room to choose. If my paid work history is short, also draw candidates from school, volunteering, projects, and community roles. | # | Story candidate | Source (quote the exact line) | What it could prove | What's missing | |---|---|---|---|---| - Quote the exact resume line or evidence the candidate comes from, so I can see your reasoning. - "What it could prove" names one or two skills, such as leadership, problem-solving, handling conflict, learning fast, or improving a process. Base it only on what the quoted line supports, and name each candidate using only what the line says. If you infer something the line does not say, write "(guess)" next to it so I can correct it, because a wrong guess here shapes the questions you ask me. - "What's missing" lists the details you'll need from me. Aim for variety where my materials support it: a clear win, a problem I fixed, a disagreement, a mistake I learned from, a time I led without being in charge, and a time I learned something quickly. Do not stretch a line to fit a category it does not support. If a category has no support in my materials, say so after the table and ask me in Phase 2 whether I have a story for it. If I included a job posting, favor candidates that match it and name the requirement each one connects to. End Phase 1 by asking me to pick which stories to build. Then wait for my reply. ## Phase 2: Interview me, one story at a time Interview me about each story I picked, in order. Memory works better when you help me return to the moment, so use these techniques: - **Start by putting me back in the moment.** Open each story with one short invitation, not a question: ask me to picture the day it happened, such as where I was, who was around, and what was in front of me. Then let me answer freely before you ask about results. Specific details come back more easily once the scene is clear. - **Ask me to tell it in my own words first.** Invite me to include small details even if they seem unimportant. Then ask about the parts I skipped. - **Try a different angle when I get stuck.** Ask how my manager, a coworker, or a customer would describe what I did, or ask me to tell it starting from the outcome and working backward. - **Build follow-ups from my exact words.** Refer back to something I said ("You mentioned the backlog was getting worse. How many requests were waiting by then?") rather than asking a generic next question. Cover these details for every story: the situation and why it mattered, its size (people, money, time, or customers), what I personally did, the hard choices I made, the result, and what I learned. Keep the pace comfortable. Ask up to 3 questions per message. Count strictly: one question is one sentence with one ask. Do not stack sub-questions inside it, and do not add lists of example answers, because a list makes me answer from your options instead of from my memory. Ask at most 2 follow-ups on any one point, then mark the gap and move on, because pushing harder tends to produce guesses rather than memories. If a story is still mostly [MISSING] after your follow-ups, offer to skip it. If I say "skip," mark the story incomplete and go to the next one. When a story has enough detail, say "Story [#] done" and start the next. <example_follow_up> Me: We fixed the scheduling backlog before the audit. Strong follow-up: You said "we fixed the backlog." Which part of the fix was yours? Weak follow-up (too vague): Can you tell me more about that? Weak follow-up (too many asks): Which part was yours, how many appointments were there, and did you use a spreadsheet or a system? </example_follow_up> ## Phase 3: Story cards When the interviews are done, build one card for each story that is complete enough to tell. If a story is still mostly [MISSING], do not build a card for it. List it under the cards as Incomplete, with the details that would finish it. Use the format in the example below. The example shows the format only; it is a made-up person, so take nothing from its content. <example_story_card> **Story 2: The Audit Backlog** - **Skills it shows:** process improvement, working under deadline, coordinating across teams - **Best for questions like:** "Tell me about a time you improved a process." / "Describe a time you worked under pressure." - **Situation:** Our clinic's scheduling system had a growing backlog of unconfirmed appointments three weeks before a state audit. - **Task:** As the front-desk lead, I was responsible for getting the schedule accurate before auditors arrived. - **Action:** I sorted the backlog by appointment date so the soonest ones were handled first. I wrote a two-line confirmation script so the three part-time staff could make calls the same way. I met with the billing supervisor to flag duplicate records instead of deleting them myself, since billing owned those files. - **Result:** We cleared about 400 appointments in eight working days, and the audit found no scheduling errors. - **30-second version:** "Three weeks before a state audit, our clinic had hundreds of unconfirmed appointments. I sorted them by date, wrote a short call script so our part-timers could all work the list the same way, and partnered with billing on duplicates instead of deleting anything myself. We cleared about 400 appointments in eight days, and the audit came back clean on scheduling." - **Numbers check:** about 400 appointments (Estimated, from the daily count we worked out); eight working days (Confirmed); three part-time staff (Confirmed) - **Weak spot:** An interviewer may ask how the backlog formed. Answer honestly: it built up after a staffing gap, before this person took over the desk. </example_story_card> Card requirements: - The Action section uses "I" and runs 3 to 5 sentences. - The 30-second version is 60 to 90 words and sounds like someone talking. It retells the story fresh rather than copying sentences from the card above it. - The Weak spot names the follow-up question an interviewer is most likely to ask, with an honest way to answer it. ## Phase 4: Coverage check Show a table of common behavioral interview themes and which of my stories covers each one: | Theme | Stories that cover it | Strength (Strong / Okay / Gap) | |---|---|---| Include these themes: leadership, teamwork, conflict, failure or mistake, handling pressure, problem-solving, learning something new quickly, customer or stakeholder focus, using data to make a decision, and influencing without authority. If I included a job posting, add rows for its top requirements. Incomplete stories do not count toward any theme. If an incomplete story would have covered a theme, mark that theme a Gap and say the story is incomplete. For each Gap, suggest one or two experiences from my background that might fill it, and ask whether I want to add a story. ## Phase 5: Final Story Bank Before you write the final version, check every card against the ground rules: each number is labeled and traceable to my answers, each "I" statement reflects my own role, and each missing detail is marked [MISSING]. Fix anything that fails the check. Then deliver one clean document titled "Career Story Bank: [My Name]" with all the cards and the coverage table. End with a section called **How to reuse this bank** containing this paste-in instruction for future chats: "Here is my Career Story Bank. Use only these stories and the facts in them when you help me with interviews, cover letters, or reviews. Keep numbers labeled as they are here, and tell me when a request needs a detail the bank doesn't have." Start with Phase 1 now.

Step 2: Fill in the five highlighted spots

Near the top of the prompt, replace each bracketed placeholder: your resume, what you're using the stories for, a job posting, any other evidence of your work, and how many stories you want today. Type NONE for anything you don't have.

Step 3: Pick your stories, then answer the questions

The first reply is a Story Map: a table of possible stories pulled from your resume, with the exact line each one came from and the details still missing. This is your chance to steer. Cut anything weak, add experiences your resume doesn't show, and pick the ones to build.

Then the interview starts. For each story, the assistant will invite you to picture the day it happened before it asks about results, and its follow-up questions will quote what you just said. Each question is a single ask, so a short answer is fine. Answer like you're telling a friend. Small details are welcome. If you get stuck, say "skip" and come back to it later.

Step 4: Check the cards, then save your bank

Each finished story comes as a card with the Situation, Task, Action, and Result (the STAR format many interviewers expect), a 30-second spoken version, and the follow-up question you're most likely to get. Read the Numbers check on every card. Anything marked Estimated should be something you can explain, and anything marked Missing is worth looking up. A story that stays mostly missing is left out of the cards and flagged as incomplete, and it shows up as a gap in the coverage table.

Read each 30-second version out loud and change any words you wouldn't say. Then copy the full bank into a document you'll keep. The last section gives you a short instruction to paste in with your bank whenever you want an AI to use it later.

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What this prompt does differently

Ask an AI to "write STAR stories from my resume" and it can fill the gaps with guesses: invented percentages, results that sound good, and team wins credited to you alone. This prompt works the other way. It interviews you, builds stories only from what you tell it, and marks every gap as Missing instead of filling it.

It also checks your coverage. After the stories are built, you get a table of common interview themes, like conflict, failure, and leading without authority, showing which of your stories covers each one and where you have nothing ready. And it ends with an instruction you can reuse, so the same bank can feed a cover letter, a self-review, or your next interview prep.

Why it asks you to picture the moment first

The interview borrows from the cognitive interview, a method researchers designed to help witnesses remember events more completely. A 2010 meta-analysis of 46 published studies found it produced a large increase in correct details compared with a standard interview. Two of its techniques are built into this prompt: mentally returning to the scene, and reporting small details even when they seem unimportant.

The same research found a smaller increase in incorrect details, too. Better recall brings back more true details and a few wrong ones. That's the reason every number in your bank gets a label, so you can catch a shaky detail before an interviewer does.

The follow-up rule has research behind it as well. In an experiment with 151 participants, AI follow-up questions built from each person's own answer led to longer, richer responses than the other probing approaches tested. The prompt also caps follow-ups at two per point, so the conversation keeps moving instead of pressing you to fill gaps you can't remember.

Tips for better results

Talk instead of type. If typing slows you down, use your phone's voice typing and talk through each story the way you'd tell it to a friend.

Dig up old evidence first. Performance reviews, thank-you messages, and project recaps often hold the numbers and names you've forgotten. Paste them into the evidence spot.

Start with three. A small first session gets you usable stories fast. Come back for more once you see how it works.

Practice the 30-second versions out loud. A story you've only read on screen is harder to tell under pressure.

Feed it into your cover letter. Paste your finished bank into the career context spot of the AI Cover Letter Prompt so the letter draws from stories you've already checked.

Questions you may have

Is this Career Story Bank prompt free?

Yes. Copy it or download it as a text file, no signup. You'll paste it into an AI chat assistant, and what that assistant allows on a free account (message length, file uploads) depends on the provider and changes over time. If a file upload fails, paste your resume as text instead.

Which AI works best with this prompt: ChatGPT, Claude, or Gemini?

This prompt runs as a conversation, so use an assistant where you can keep replying in the same chat. ChatGPT, Claude, and Gemini can all follow it. If a reply skips ahead and starts writing stories before showing the Story Map, tell it to go back and start with Phase 1.

How long does it take?

It depends on how much you remember and how many stories you pick. Choose 3 for a quick start or 8 for a full bank. You can stop between stories and pick up later in the same chat. If you have to start a new chat, paste in the cards you've already finished so the assistant has them.

What if I don't remember the numbers?

That's normal. The prompt helps you work out an honest estimate from things you can count, like how many people were on the team or how many weeks a project ran, and labels it Estimated. If you can't estimate it, the number gets marked Missing. Only use a number in an interview if you can explain where it came from.

What is an interview story bank?

An interview story bank is a short set of true stories from your work history, each written in the STAR format (Situation, Task, Action, Result), that you can adapt to many different behavioral interview questions. Having stories ready ahead of time means you're choosing a story in the interview instead of inventing one on the spot.

What is the STAR method?

STAR stands for Situation, Task, Action, Result. It's a common way to answer behavioral interview questions, the ones that start with "Tell me about a time." Every story card follows it, then adds a 30-second spoken version and the follow-up question you're most likely to get.

Is it safe to paste my resume into an AI chat?

Your resume holds personal details, so check the data settings before you paste. In ChatGPT, turn off "Improve the model for everyone" under Settings, then Data controls, or use Temporary Chat, which OpenAI says is not used to improve its models but may be kept for up to 30 days for safety. In Claude, Incognito chats are not used to improve Claude, and the Model Improvement option lives in Privacy Settings. You can delete your street address and phone number first, since the stories don't need them. The prompt also suggests swapping client and coworker names for general descriptions.

Can I use the story bank for more than interviews?

Yes. The last section of the output gives you a short instruction to paste into future chats along with your bank. Use it with the Cover Letter Prompt, when you write a self-review, or when you prepare for a promotion conversation.

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