🔧 AI Prompt Library

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3,112 prompts

data Analysis Advanced

Data: Find the Real Cause When a Metric Drops 12% Overnight

[METRIC] dropped 12% on [DATE]. The execs want an answer by EOD. Help me investigate without jumping to the first plausible story: the dimensions to slice first (geo, device, segment, version), how to tell a data issue f…

💡 The first story you tell about a metric drop is the one that sticks even if you contradict it later.…

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education Feedback Intermediate

Give Written Feedback on a Student's Essay Without Doing the Revision For Them

I have a student essay to grade. The student is bright but submitted weak work — the argument is buried, the evidence is thin in places, and the conclusion repeats the intro. I want to write feedback that helps them revi…

💡 The 'don't rewrite it for them' rule is brutal but essential — every line you fix is a line they don…

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marketing Analytics Intermediate

Decide which marketing metric to obsess over for the next quarter

I'm tracking 14 marketing metrics. Some are moving, some aren't, my team can't tell me which one we're actually trying to move this quarter. Help me pick the one number we obsess over. Walk me through: 1. The 'closest t…

💡 The hardest part isn't picking the metric — it's actually deprioritizing the other 13. Force the AI …

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writing Proposals Intermediate

Draft a proposal that survives the skim test

Help me write a proposal for [PROPOSAL TOPIC] going to [DECISION-MAKERS — who they are, what they care about]. The skim test is: if someone reads only the title, the first paragraph, and the headings, they should still u…

💡 Run the skim test on your own draft before sending. If reading only the headings doesn't convey the …

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education Tutoring Intermediate

Diagnose what a student actually doesn't understand from a wrong answer

Act as a one-on-one tutor. A student answered this problem [PROBLEM] with this answer [WRONG_ANSWER]. Don't tell them they're wrong yet. Instead: (1) hypothesize the three most likely misconceptions that would produce th…

💡 Wrong answers are diagnostic gold; never just mark them wrong and move on. Students rarely know whic…

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data Analysis Advanced

Explain a metric movement to a skeptical stakeholder without overclaiming

[Metric] moved [direction + magnitude] in [period]. The first plausible explanations from the team are [list 2–3]. Stakeholder is skeptical and asks 'are you sure?' Help me build a response that's honest about what we kn…

💡 'It could be A or B or C' tells a stakeholder you haven't done the work. Decomposing the metric into…

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excel Pivot Tables & Analysis Advanced

Employee Performance Dashboard Pivot

Create a pivot table setup for employee performance analysis. Data columns: Employee Name, Department, Quarter, KPI Score, Projects Completed, Client Satisfaction Rating. Show how to: 1) Average KPI score by department, …

💡 Use slicers to make the dashboard interactive — much better than dropdown filters.

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coding Testing Intermediate

Unit Test Suite Generator

Write a comprehensive unit test suite for the following code. Use [testing framework — e.g., Jest, PyTest, JUnit, PHPUnit]. ```[language] [paste your code here] ``` Generate tests covering: 1. **Happy path** — Normal e…

💡 Include the full function/class you want tested. Mention any external dependencies (APIs, databases)…

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customer-service Complaint Handling Intermediate

Customer Complaint Escalation Response Templates

Create a set of professional customer service response templates for escalated complaints. Business type: [your business type] Common complaint areas: [e.g., shipping delays, product quality, billing errors] Generate t…

💡 Customize templates with your company's specific policies (return window, refund process). Train you…

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data Reporting Intermediate

Google Analytics Report Summary

Help me analyze and summarize my Google Analytics data for a stakeholder report. I'll paste my GA4 data below. Please analyze and create: **Data:** [Paste your GA4 data — traffic numbers, top pages, user demographics, …

💡 Export data from GA4 as CSV or screenshot the key reports. Include comparison periods for context (m…

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email Workplace Communication Advanced

Difficult Conversation Email to Colleague

Help me write a professional email addressing a difficult situation with a colleague. Situation: [describe what happened — e.g., "My colleague keeps taking credit for my work in team meetings"] My relationship with them…

💡 Consider if this is better as a face-to-face conversation. Emails create a paper trail which can be …

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productivity Meetings Beginner

Meeting Agenda and Follow-Up System

Create a complete meeting management system — from agenda to follow-up. Meeting type: [team standup/project review/client call/brainstorm/board meeting] Frequency: [daily/weekly/monthly/one-time] Duration: [30min/45min/…

💡 Send the agenda 24 hours before the meeting. Start and end on time, always. If there are no action i…

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coding Backend Advanced

Authentication System with JWT and Refresh Tokens

Build a complete authentication system with JWT access tokens and refresh tokens: - Backend framework: [e.g., 'Express.js', 'FastAPI', 'Laravel'] - Database: [e.g., 'PostgreSQL', 'MongoDB'] - Frontend: [e.g., 'React', '…

💡 Never store access tokens in localStorage for web apps — use httpOnly cookies. Rotate refresh tokens…

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excel VBA & Automation Advanced

Excel Macro to Split One Sheet into Multiple Files by Column Value

Write a VBA macro for Excel that takes a master spreadsheet and splits it into separate Excel files based on unique values in a specified column. Requirements: (1) Ask the user to select which column to split by via an I…

💡 Test on a copy of your data first. Make sure to enable macros and save as .xlsm format.

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education Teaching Strategies Intermediate

Socratic Discussion Questions for Any Reading or Topic

Act as a master teacher skilled in Socratic method. Generate a complete Socratic seminar discussion guide for [topic or reading]. Create: (1) **Opening Questions** (3 questions): Broad, interpretive questions that have n…

💡 Arrange desks in a circle or fishbowl format. Give students 10 minutes to annotate the text with the…

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productivity meeting management Beginner

ChatGPT prompt for extracting action items from meeting notes with owners and deadlines

Act as a chief of staff helping me clean up meeting notes. I will paste rough meeting notes, transcript excerpts, or bullet points. Turn them into a clean action list. Please produce: 1. A short summary of the meeting …

💡 This works especially well on messy internal meeting notes. Paste them raw instead of cleaning them …

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coding api troubleshooting Advanced

ChatGPT prompt for debugging a flaky API integration in production

You are a senior backend engineer helping diagnose a flaky API integration in production. I will provide the endpoint purpose, sample request and response, error logs, retry behavior, timeout settings, and any rate-limit…

💡 Paste a real error sample and mention whether failures are random, time-based, or tied to specific c…

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writing documentation Beginner

ChatGPT prompt for writing a help center FAQ from repeated customer questions

I want to turn repeated customer questions into a clear help center FAQ. Act like a documentation writer who understands support deflection and plain-language writing. Input I will provide: - Product or service: [name] …

💡 Provide 10-20 real customer questions if possible. Also mention your product, audience, and tone so …

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business vendor evaluation Intermediate

ChatGPT prompt for software vendor comparison matrix before purchase

Act as a procurement and operations advisor. I need a software vendor comparison matrix that helps my team choose between multiple tools. Use this context: - Vendors being compared: [list] - Use case: [what the tool mus…

💡 List the vendors, buying criteria, deal-breakers, and who will approve the purchase. That lets the o…

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data KPI Reporting Beginner

ChatGPT Prompt for Building a Weekly SaaS KPI Narrative from Raw Metrics

Act as a data storyteller for a SaaS business. I will paste weekly KPI numbers such as signups, activation, trial to paid conversion, churn, support volume, and revenue. Turn the metrics into an executive narrative with:…

💡 Include the previous week or month for comparison. Ask for a short version for Slack and a longer ve…

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