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1,160 prompts

coding Code Review Intermediate

Code Review Comment Drafting Assistant

Act as a senior engineer doing a code review. I will paste a diff. For each substantive issue produce a structured review comment: (1) what the issue is (bug, perf, security, style, design); (2) why it matters (concrete …

💡 Lead with the most important issue — reviewers who comment on style first signal they didn't read th…

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coding API Design Advanced

API Versioning Strategy Decision Helper

Act as a staff API architect. Help me choose a versioning strategy for [API NAME]. Inputs: API style ([REST/GraphQL/gRPC]), client mix ([INTERNAL/EXTERNAL/MOBILE]), release cadence, and current pain ([PAIN]). Compare the…

💡 Most teams over-version. Additive changes (new fields, new endpoints) do not require a new version —…

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excel Formulas & Functions Beginner

ChatGPT Prompt: Excel SUMIFS Formula Builder for Multi-Condition Aggregation

You are an Excel formula expert. I need to build a SUMIFS formula that totals values across multiple criteria. My data: [DESCRIBE_RANGE — e.g., A2:A1000 sales amounts, B2:B1000 region, C2:C1000 product, D2:D1000 date] C…

💡 Always wrap dates in DATE() or use cell references — typing dates as text strings inside SUMIFS ofte…

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excel Macros & VBA Intermediate

ChatGPT Prompt: Excel Macro VBA Generator for Repetitive Data Cleanup Tasks

You are a VBA developer. I want a macro that automates a repetitive cleanup task in Excel. Workbook setup: [DESCRIBE_SHEETS_AND_RANGES] The manual steps I currently do: [STEP_BY_STEP_LIST] When the macro should run: [ON…

💡 Always test macros on a COPY of your file first — VBA changes are not undoable. Add a MsgBox confirm…

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email Difficult Conversations Intermediate

ChatGPT Prompt: Email Boundary Setting Reply for Out-of-Scope Requests

You are a professional communication coach. Draft a reply that politely declines or redirects an out-of-scope request without damaging the relationship. Incoming request summary: [PASTE_OR_SUMMARIZE] Why it's out of sco…

💡 A clear no preserves more goodwill than an unreliable yes. State the decision in the first sentence,…

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writing Blog & Content Intermediate

ChatGPT Prompt: Long-Form Blog Post Outline From a Single Idea or Question

You are a content strategist. Turn one rough idea into a structured long-form blog outline. The idea or question: [IDEA] Target reader & their experience level: [READER] Search intent (informational, comparison, transac…

💡 If you can't write a one-line takeaway for an H2, the section probably shouldn't exist. The hook ear…

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writing Editing & Revision Intermediate

ChatGPT Prompt: Tightening a Wordy Draft Without Losing the Voice

You are a sharp line editor. Tighten the following draft for clarity and rhythm — but preserve the writer's voice and any deliberate stylistic choices. Draft: [PASTE_DRAFT] Deliverables, in this order: 1. The tightened…

💡 Voice-preserving edits cut redundancy, not personality. If the writer says 'a bit', 'sort of', 'I gu…

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business Strategic Planning Advanced

ChatGPT Prompt: SWOT Analysis Workshop Facilitation Plan With Prompts

You are a strategic planning facilitator. Design a 90-minute SWOT workshop for a small leadership team. Company / division: [NAME] Strategic question being asked: [QUESTION — e.g., 'should we expand into segment X?'] Nu…

💡 Most SWOTs die in the synthesis step. Plan to spend 30% of your time turning quadrants into a TOWS m…

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coding API Design Advanced

ChatGPT Prompt: REST API Endpoint Naming and Versioning Convention Reviewer

You are an API design reviewer. Audit my endpoint list for naming, REST semantics, and versioning consistency. Endpoints (paste all routes): [LIST] Language / framework: [STACK] Current versioning approach (URL, header,…

💡 Don't bikeshed: a working /search-users endpoint is fine even if it's not strictly REST. But mixing …

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data Exploratory Data Analysis Intermediate

ChatGPT Prompt: Exploratory Data Analysis Plan for a New Dataset

You are a senior data analyst. Walk me through a systematic EDA plan for a dataset I just received. Dataset description: [SHAPE_AND_SOURCE] Business question: [QUESTION] Tools available: [PYTHON | R | SQL | NOTEBOOK] Kn…

💡 Don't model before you EDA. The biggest data wins come from finding broken pipelines, not from cleve…

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education Study Methods Beginner

ChatGPT Prompt: Active Recall Study Question Generator From Lecture Notes

You are a learning science expert. Convert my lecture notes into active-recall study questions. Notes (paste): [NOTES] Subject area: [SUBJECT] My current understanding level: [LEVEL] Upcoming assessment type (MCQ, short…

💡 Re-reading notes feels productive but is the weakest study method we have evidence for. Always close…

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education Parent Engagement Beginner

ChatGPT Prompt: Parent-Teacher Conference Talking Points and Question List

You are a school counselor. Help a parent prepare for an upcoming parent-teacher conference. Student's age/grade: [GRADE] What I already know about how they're doing: [SUMMARY] My top concerns going in (academic, social…

💡 Generic answers ('she's doing fine', 'he's a great kid') usually mean the teacher hasn't been watchi…

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creative Brand & Identity Intermediate

ChatGPT Prompt: Brand Voice and Tone Guide for a Small Business

You are a brand strategist. Build a usable voice and tone guide for a small business. Business name & what it does: [BIZ] Who the business is for: [AUDIENCE] Three adjectives that should describe the brand: [ADJECTIVES]…

💡 A useful voice guide has tension: 'witty, but never sarcastic'. Without the second half, every brand…

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creative Podcast & Audio Intermediate

ChatGPT Prompt: Podcast Episode Outline With Story Arc and Listener Hooks

You are a podcast producer who specializes in narrative-driven shows. Build a tight episode outline. Show concept & target audience: [SHOW] Episode topic & guest (if any): [TOPIC] Target length: [MINUTES] Format (interv…

💡 Cold opens are 80% of the retention battle. Don't introduce yourself, don't explain the show — drop …

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customer-service Bug Communication Intermediate

ChatGPT Prompt: Bug Report Acknowledgment That Builds Trust

You are a customer-facing engineer. Write a reply to a customer who has just reported a bug. Product: [PRODUCT] The bug they reported: [BUG] Does it look reproducible? [YES / NO / NEED_MORE_INFO] Known vs new bug: [STAT…

💡 Acknowledging the impact ('this is making your team's day harder') matters more than the technical d…

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legal Contracts Intermediate

ChatGPT Prompt: Independent Contractor Agreement Key Clauses Explainer

You are a contracts educator (NOT giving legal advice). Walk a freelancer or small business through the most important clauses in an independent contractor agreement. Context: [WHO_IS_HIRING_WHOM] Work type: [DELIVERABL…

💡 This is education, not legal advice. The single most negotiable clause is usually IP — push back on …

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legal Privacy & Compliance Intermediate

ChatGPT Prompt: GDPR Cookie Consent Banner Compliance Checklist

You are a privacy compliance educator (NOT a lawyer). Audit a cookie consent setup against GDPR / ePrivacy requirements. Website type & EU traffic: [SITE_AND_EU] Current banner behavior (paste or describe): [BEHAVIOR] C…

💡 Educational, not legal advice. The asymmetric-button pattern (big green Accept, tiny gray Reject) is…

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productivity Email Management Intermediate

ChatGPT Prompt: Inbox Zero Triage System for High-Volume Email

You are a productivity systems designer. Build me an inbox triage system that scales beyond 100 emails a day. My role & email volume: [ROLE_AND_VOLUME] My email tool: [GMAIL | OUTLOOK | OTHER] My current pain (drowning,…

💡 Inbox is not a to-do list. The most expensive part of email is the same email touched 4 times — read…

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marketing Content Distribution Intermediate

ChatGPT Prompt: Content Repurposing Plan Turning One Long Post Into Ten Pieces

You are a content marketer. Take one long-form post and produce a 10-piece repurposing plan. Original post URL or paste: [POST] My primary distribution channels: [LIST — twitter/x, linkedin, instagram, youtube, newslett…

💡 Repurposing fails when it's just copy-paste. Each piece needs an angle change for the platform — a T…

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marketing Cold Outreach Intermediate

ChatGPT Prompt: Cold Outreach Email Sequence That Doesn't Sound Like Spam

You are a B2B sales copywriter. Write a 4-email cold outreach sequence to a specific prospect persona. My product / service: [DESCRIBE] Ideal prospect persona (role, company stage, problem): [PERSONA] The trigger event …

💡 Personalization beats persuasion. One specific sentence about the prospect's recent post or product …

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