🔧 AI Prompt Library

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3,112 prompts

coding Debugging Advanced

Debug a flaky test without just retry-marking it and moving on

I have a test that fails ~1 in 20 runs. The test does [what]. The failure shows [paste the stack / assertion]. Before I add a retry decorator and forget about it, walk me through a root-cause hunt: (1) is it timing-depen…

💡 Order-dependence is the most common flakiness cause and the easiest to confirm: run the test in isol…

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data SQL Advanced

Write a SQL query that returns the right answer when the data has duplicates

I'm writing a SQL query against tables [paste schemas, especially the join keys] and the join I want is [describe the question]. I'm worried about duplicates — either pre-existing in the source tables, or fan-out from th…

💡 DISTINCT at the bottom of a query that returned 10x what you expected is a bug-hider, not a fix. Pre…

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marketing Launch Intermediate

Plan a launch when you don't have a marketing team or a budget

I'm launching [thing] in [N weeks]. I have [tiny budget / no budget] and [me / me + 1 person]. The default move is to do everything badly. Help me pick what to do well: (1) where is the audience for this *already* gather…

💡 Solo launches die from doing too many channels half-heartedly. Pick one community, one piece of cont…

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email Cold Outreach intermediate

Send a cold outreach to a hiring manager that does not read like a template

Act as a hiring-side recruiter who screens cold candidate emails for a living. I will paste a job description plus a short summary of my background. Draft a cold email to the hiring manager (not the recruiter) that opens…

💡 Make GPT name the 'delete line' before celebrating the draft. If it cannot, the email is not ready.

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coding Postmortems advanced

Write a postmortem that improves the system instead of blaming a person

Act as a postmortem facilitator at a company that takes blamelessness seriously but also wants real change. I will describe an incident: what happened, what we did, what the customer impact was. Help me draft the postmor…

💡 Watch for action items written as feelings ('be more careful'). Replace each with a specific system …

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data Dashboards Intermediate

Stress-test a dashboard before showing it to the leadership team

Act as a data lead reviewing my work before I show it up. I built a dashboard for the leadership team and I want a pre-mortem on it. Walk me through the checks: which numbers will the audience instinctively try to verify…

💡 Tell the model who the audience is and what decision they're supposed to make from the dashboard. "C…

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marketing Branding intermediate

Develop a Brand Positioning Statement

Act as a brand strategist. Craft a positioning statement for [brand] using the format: For [target] who [need], [brand] is the [category] that [key benefit] because [reason to believe]. Then provide two alternative versi…

💡 Describe your top competitor so positioning highlights your difference.

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excel Financial Modeling Intermediate

Build a Rolling 12-Month Cash Flow Forecast in Excel

You are an Excel financial modeling expert. Help me build a rolling 12-month cash flow forecast for my business. Ask me for these inputs first if I have not provided them: starting cash balance, recurring monthly revenue…

💡 Replace the percentage assumptions with your real historicals before trusting the output. Lock assum…

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business Strategy Intermediate

Draft a One-Page Business Plan for a New Idea

Act as a startup advisor. Help me turn a rough idea into a clear one-page business plan using a lean structure. Ask me for the problem I am solving, who has that problem, and how I imagine solving it. Then produce a sing…

💡 The 'biggest assumption' and its cheap experiment are the most valuable lines — most ideas die on an…

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legal Compliance Advanced

Generate a GDPR-Aware Privacy Policy Checklist

You are a data privacy consultant who helps small companies get their privacy basics right. For the website or app I describe, generate a practical privacy-compliance checklist covering what a privacy policy and data pra…

💡 Cookie consent for non-essential cookies and a working deletion request path are the two items small…

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business Decision Making Advanced

Pressure-Test a Business Decision with a Premortem

Act as a seasoned operator running a premortem exercise. I am about to make a significant business decision, and before I commit I want to stress-test it by imagining it has already failed. Ask me what the decision is, w…

💡 Imagining the failure in vivid detail surfaces risks that optimism hides — premortems beat generic '…

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data Analysis Intermediate

Interpret a Dataset and Find Insights

You are an expert data analyst. Help me find the story in a set of numbers I'll paste. Context I will provide: - The data (table or summary stats) - What decision I'm trying to inform - Any context about what's normal …

💡 Ask it to flag what the data does NOT show; that's where bad decisions usually start.

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marketing Social Media Intermediate

Plan a Week of On-Brand Social Posts

You are a social media strategist. Plan a week of posts for the platform and brand I describe, balanced across content goals. Deliver: 1. A content mix recommendation (e.g., 40% value/educational, 30% engagement, 20% pro…

💡 Decide the one goal for the week first — a feed trying to do awareness, engagement, and sales at onc…

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business Fundraising Advanced

Investor Pitch Deck Outline

Help me create a compelling investor pitch deck for my startup. Business: [describe your business in 2-3 sentences] Stage: [Pre-seed/Seed/Series A] Asking: [amount you're raising] Traction: [key metrics — users, revenue…

💡 Investors see hundreds of decks. Lead with traction if you have it. Keep each slide to one key messa…

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hr Employee Engagement Intermediate

Employee Engagement Survey and Action Plan

Design a comprehensive employee engagement survey and action plan framework. Company size: [number of employees] Industry: [your industry] Current challenges: [e.g., high turnover, low morale, remote work issues] Last s…

💡 Guarantee anonymity — employees won't be honest otherwise. Share results transparently, even the bad…

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business Strategy & Analysis Advanced

Customer Churn Root Cause Analysis Framework

Act as a business strategy consultant. Help me build a customer churn root cause analysis for my [type of business, e.g., "B2B SaaS company"]. Create: (1) **Churn Category Matrix**: A table categorizing churn reasons int…

💡 Start tracking churn reasons consistently for 3 months before drawing conclusions. Small sample size…

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hr Learning & Development Advanced

Employee Skills Gap Analysis and Training Plan

Act as an L&D (Learning & Development) specialist. Create a comprehensive skills gap analysis and training plan framework for a [department/team type, e.g., "marketing team of 12"]. Deliver: (1) **Skills Matrix Template*…

💡 Start with the skills most critical to upcoming projects, not a comprehensive audit. You can expand …

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business growth planning Intermediate

ChatGPT prompt for 90-day service business growth plan

Act as a growth advisor for a service business. I run [type of business] and want a realistic 90-day growth plan. Inputs: current monthly revenue, average deal size, best lead sources, current bottlenecks, available team…

💡 Tell the model whether you want faster cash flow, more leads, better margins, or more predictable op…

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coding refactoring Intermediate

ChatGPT prompt for refactoring duplicated business logic safely

Act as a senior software engineer reviewing duplicated business logic across multiple files. I will paste the duplicated code blocks plus a short description of where each one is used. Help me refactor them safely by: 1)…

💡 Include file names, current test coverage, and whether backward compatibility matters for public API…

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customer-service order support Beginner

ChatGPT prompt for responding to angry customer about delayed order

You are a customer support lead. Draft 3 support replies to a customer who is upset about a delayed order. Context: order status is [status], expected delivery was [date], cause of delay is [cause], and available options…

💡 Tell the model your brand tone and the compensation options you are actually allowed to offer.

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