Curated AI prompts for business, creative, and technical use cases.
Claude Sonnet 4.6 (recommended); also works with GPT-4o and Gemini 1.5 ProDeveloper ToolsYou are reviewing a pull request that modifies billing calculation logic 20 minutes before standup. You need to confirm the tests cover all the critical cases — null inputs, boundary values, invalid user tiers — but writing them from scratch would take 45 minutes you do not have.
A reusable AI prompt that turns a function description or code snippet into a complete test suite — covering happy paths, edge cases, error scenarios, and integration notes — in under 30 seconds.
testingdeveloper tools
GPT-5, Claude Opus 4.1, Gemini 2.5 Pro — best with strong long-context reasoning modelsData AnalysisYou have a weekly leadership review in 30 minutes and only a rough CSV export from your product, marketing, or operations dashboard.
This prompt turns a messy CSV, KPI export, or pasted table into a decision-ready executive briefing with trends, anomalies, caveats, and next-step recommendations.
ai-promptdata analysis
GPT-5, Claude 3.7 Sonnet, Gemini 2.5 Pro, or any strong reasoning model that can compare products, challenge weak assumptions, and produce structured strategic analysis.Business & StrategyYou are about to update your homepage and sales deck before a launch, but your team cannot agree on what makes the product different. A founder thinks the main angle is speed, sales thinks it is lower cost, and product thinks the win is deeper workflow coverage. You need a single prompt that can turn competitor notes, pricing context, and current messaging into a structured positioning teardown you can review in one meeting.
A reusable Prompt for turning competitor notes, product claims, and market context into a structured positioning teardown with sharper messaging and sales-ready angles.
promptcompetitive-positioning
GPT-5.4 or Claude Sonnet 4.5Software & AppsUse this when you have a high-stakes meeting in the next few hours and need a fast, structured briefing from messy notes, email threads, CRM context, or internal documents.
A good meeting prompt should do more than summarize an agenda. This one turns scattered context into a briefing doc, likely objections, smart questions, and a concrete plan for the room.
productivityai-prompt
GPT-5, Claude 3.7 Sonnet, Gemini 2.5 Pro, or any strong model that can compare documents, reason about hiring signals, and rewrite bullet points with concrete impact.CareerYou find a role you actually want, but the job description is dense and your resume is a rough all-purpose version. Before you apply, you want to know which requirements matter most, where your evidence is thin, and which edits will make the strongest difference in one pass.
A reusable career Prompt that shows where your resume looks strong, where it loses points, and which edits matter most before you apply.
Careerresume
GPT-5, Claude 3.7 Sonnet, Gemini 2.5 Pro, or any strong reasoning model that can synthesize qualitative and quantitative survey data without flattening nuance.Data AnalysisYou have a product review meeting tomorrow and 1,200 customer survey responses sitting in a spreadsheet. Leadership does not want a wall of charts. They want to know what customers are actually unhappy about, whether premium users feel differently from free users, and which findings should change the roadmap this quarter.
A reusable Prompt for turning survey spreadsheets, comments, and segment data into decision-ready insights with themes, contradictions, and recommended actions.
promptsurvey analysis
GPT-5, Claude 3.7 Sonnet, Gemini 2.5 Pro, or any strong model that can follow structured communication instructions and rewrite technical notes into clear stakeholder language.Writing & CommunicationYour engineering team is in the middle of an outage, the incident channel is full of partial updates, and leadership wants a clean status message in the next ten minutes. You need something more reliable than copying Slack fragments into an email, especially when customer-facing teams and executives need different levels of detail from the same underlying facts.
A reusable Prompt for turning raw incident notes, partial timelines, and engineering fragments into clear, credible status updates for executives, customers, and internal teams.
promptoperations
GPT-5, Claude 3.7 Sonnet, Gemini 2.5 Pro, or any strong reasoning model that can follow structured scoring instructions and produce tables clearly.productivityYou have to choose between three vendors before a leadership meeting tomorrow, but every stakeholder is optimizing for something different. One person wants the cheapest option, another wants security and compliance, and the team that has to implement it cares most about integrations and migration pain. This Prompt turns a messy argument into a structured recommendation you can actually present.
A reusable Prompt for comparing vendors, tools, and competing options with explicit criteria, weighted scoring, and a recommendation you can defend in a real meeting.
productivitydecision-making
GPT-5 (works especially well for nuanced tone control and side-by-side rewrites; Claude 3.7 Sonnet and Gemini 2.5 Pro are also strong alternatives for long-context communication editing)Writing & CommunicationUse this Prompt when you already know what you need to say, but the stakes are in how you say it. It is useful for sensitive email follow-ups, Slack nudges that should not sound sharp, manager updates that need more authority, customer replies that must stay calm under pressure, and cross-functional notes where one phrase can create friction or momentum. Instead of generating a brand-new message from scratch, this Prompt helps compare four deliberate tone directions from the same source text so the sender can choose the version that matches the audience, channel, and political context.
A Writing & Communication Prompt that transforms the same email or Slack message into four distinct workplace tones without changing the facts.
prompt-engineeringtone
GPT-5 (works especially well for structured test design and requirement-gap analysis; Claude 3.7 Sonnet and Gemini 2.5 Pro are also strong alternatives for longer code-context reviews)Developer ToolsUse this Prompt when an engineer, reviewer, or tech lead needs to pressure-test a new feature before merge. It is especially useful during pull request review, feature QA planning, API endpoint design, utility-function changes, and refactors that might silently break existing behavior. Instead of starting from a blank page, the reviewer can paste a feature description and code snippet, then get a categorized checklist of unit tests, integration test ideas, failure cases, and open questions to take back to the team.
Use this structured Prompt to turn a feature spec or code sample into unit tests, edge cases, failure scenarios, integration test ideas, and requirement-gap questions.
testingprompt-engineering
GPT-5Software & AppsUse this Prompt when you already have a strong blog post and want to turn it into a coordinated social media package without rewriting from scratch for every channel.
This Prompt turns a single blog post into a multi-platform social media package with distinct hooks, finished drafts, and reuse angles for LinkedIn, X/Twitter, Instagram, and beyond.
content-repurposingsocial-media-marketing
GPT-5, Claude, or GeminiStartups & BusinessPreparing for a compensation or contract negotiation when you need a concrete ask, a fallback plan, and language for handling pushback without sounding robotic or reckless.
A reusable AI prompt for turning a job offer or client contract into a concrete negotiation plan with leverage analysis, BATNA, fallback positions, and live talking points.