🔧 AI Prompt Library

customer-service Churn Intermediate

Write a Customer Win-Back Survey for Recently Churned Users

Design a 5-question survey for customers who churned in the last 30 days. Goal: learn the real reason and identify saveable segments without sounding desperate. Output: (1) the 5 questions in order with one being multipl…

💡 The single most useful question is 'what would have made you stay?' — it forces specificity and surf…

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marketing Conversion Intermediate

Run a Landing Page Audit That Identifies the One Thing to Fix

Audit my landing page and identify the ONE highest-leverage thing to change. URL or screenshot: [PASTE]. Walk through: (1) the 5-second test — within 5 seconds, what does this page tell a visitor (a) what is this, (b) is…

💡 Landing page audits identify 12 problems and recommend fixing 11 of them simultaneously, which fixes…

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hr Recruiting Intermediate

Write a Job Posting That Repels the Wrong Candidates On Purpose

Write a job posting for [role title] at [company description — size, stage, vibe]. The usual playbook is to make it sound appealing to everyone — I want the opposite. Specifically: (1) lead with one paragraph about what …

💡 Repelling wrong-fit candidates saves more time than attracting more candidates. The 'Tuesday afterno…

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customer-service Operations Intermediate

Triage a Spike in Tickets to Find the Real Underlying Issue

We just saw a ticket-volume spike over [time window]. Sample of 10 recent tickets: [paste subject lines or short descriptions]. Help me triage. Specifically: (1) cluster these into 2-3 underlying causes (the real cause, …

💡 Surface clustering ('billing,' 'login,' 'shipping') is rarely the real cluster — ask for clusters by…

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customer-service Support Operations Intermediate

Build a Macro Library for Common Support Tickets

Given a list of the top 10 most common support ticket types, create a macro/canned response library. Each macro should include: name, when to use, response template with placeholders, links to relevant docs, suggested ta…

💡 Test macros against a real ticket from each type — if it needs heavy editing, the macro is too narro…

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writing Technical Writing Intermediate

Writing: Explain a Concept to Someone Who Will Quietly Stop Reading

Explain [TECHNICAL CONCEPT] to [AUDIENCE]. Assume they will stop reading the moment they feel dumb or bored — there is no 'they had to read this.' That means: no acronyms in the first paragraph, the first example before …

💡 Audiences don't owe you their attention. Technical writing fails when the writer assumes they do.

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business Meetings Intermediate

Business: Cancel a Recurring Meeting That Nobody Will Admit Is Dead

I want to kill [MEETING NAME], a recurring [CADENCE] meeting with [N] attendees. The signal it's dead: [SYMPTOMS — silent attendees, no agenda, decisions made in side-channels]. Draft a Slack message proposing we cancel …

💡 Meetings die slowly because nobody is rewarded for canceling them. Make the cancellation easier than…

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marketing Analytics Advanced

Marketing: Stop Optimizing a Funnel Step That Isn't the Bottleneck

I keep optimizing [FUNNEL STEP] because it has measurable conversion and easy A/B tests — but the real bottleneck might be upstream (acquisition quality) or downstream (activation). Help me figure out where the leverage …

💡 Funnel optimization on the wrong step looks productive (the chart goes up) and is. The pivot to the …

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excel Formulas & Functions Intermediate

Build a Running Total in Excel That Resets Every Month Without a Pivot Table

I'm working in Excel with a table that has a Date column and an Amount column. I need a formula in a third column that gives me a running total of Amount, but the total should reset back to zero on the first day of each …

💡 Tell ChatGPT your Excel version (365, 2021, 2019) up front. SUMIFS with EOMONTH is universal but slo…

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writing Long-Form Intermediate

Structure an Essay When You Have Strong Opinions But No Clear Outline

I want to write a 1,500-word essay on a topic I care deeply about, but every time I try to outline it I either go too abstract or too narrative. I have strong intuitions, a few examples, and a vague sense of the conclusi…

💡 Answer the five questions honestly even if your answers sound dumb on the page — the structure sugge…

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coding Code Review Intermediate

Review a Pull Request From a Junior Developer Without Crushing Their Confidence

I'm reviewing a PR from a junior developer who's been on the team for two months. The code works but has six things I'd change: two are real bugs, two are style/convention issues, one is an architectural choice I disagre…

💡 The 'prioritize as blocking / suggestion / question' framing is the whole game. Junior devs read eve…

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legal Compliance Intermediate

Write an Internal Data Handling Policy That Employees Will Actually Follow

I need to write an internal data handling policy for a small company. The usual draft I see is 12 pages of legalese, gets signed at onboarding, and is never read again. I want something different: 1-2 pages, in plain Eng…

💡 Policies that aren't scenario-based get ignored. The 'employee leaves with a laptop' scenario is the…

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finance Investment Beginner

Decide between paying off low-interest debt or investing the spare cash

I have low-interest debt (mortgage, auto loan, student loan — pick what fits). I have spare monthly cash. The standard advice is 'pay off all debt' but the math suggests investing might be better. Help me actually decid…

💡 Don't ignore the psychological side. The 'mathematically correct' answer is wrong if it makes you mo…

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legal Policies Intermediate

Draft an internal policy people will actually follow

Draft an internal policy on [TOPIC — e.g., AI tool usage, data sharing, expense approval] for a company of [SIZE / CONTEXT]. The goal is for employees to read it once and remember what to do. Structure: (1) one-sentence …

💡 If your policy could be summarized as 'be a good person', you don't have a policy yet. Force yoursel…

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data Analysis Intermediate

Decide if a weekly metric drop is signal or noise

Our weekly active users dropped 8% week-over-week. Before I escalate, help me decide if this is real. Walk me through: (1) which 3 cuts to check first (channel, geo, device), (2) what comparison window catches seasonal e…

💡 Give the model your typical WoW variance. 8% is alarming if you usually move 2%, ignorable if you sw…

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finance Board Communications Advanced

Write a Board-Ready CFO Update in Under 500 Words

Act as a CFO writing the monthly update to the board. Produce a 500-word maximum update with these sections: 1) HEADLINE — one sentence on the state of the business. 2) NUMBERS — 4-6 KPIs with this month vs plan and vs l…

💡 Lead the WHAT'S NOT section with the issue, not the mitigation. Boards lose trust faster from spin t…

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data Research Advanced

Validate a survey result that contradicts your hypothesis

My survey of 400 users says they want [feature X], but everything else I know (support tickets, session recordings, sales calls) says they want [feature Y]. Help me figure out which signal to trust. Walk me through: (1) …

💡 Surveys tell you what users will say. Behavior tells you what they will do. When they conflict, the …

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coding Testing Intermediate

Write a test that captures intent, not implementation

You are a test design coach. Here is a function: [PASTE_FUNCTION]. The existing tests pass but they assert on internal call counts and intermediate variables, so any refactor breaks 12 tests for no real reason. Rewrite t…

💡 Asserting on mocks' `.called_with(...)` is the #1 source of brittle tests. If the test would still p…

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excel Modeling Intermediate

Turn a wide budget sheet into a flexible pivot-ready long format

I have a budget spreadsheet in wide format: one row per account, then 12 columns (Jan–Dec) for actuals and 12 more for budget. I want to convert it to long format so I can pivot by month, scenario, and account without re…

💡 Unpivot all the month columns in one step rather than piecemeal — order-of-operations changes which …

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data Analysis Intermediate

Translate a stakeholder question into something a dataset can answer

Act as an analytics translator. A stakeholder asked me a fuzzy question like "are customers happy" or "is marketing working." Help me turn it into a question my data can actually answer: name the specific metric, the pop…

💡 Quote the stakeholder's question word for word and say what decision hangs on it. The literal questi…

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