Curated AI prompts for business, creative, and technical use cases.
Claude Opus 4.7 / GPT-4oCareerMid-year or annual performance review is due in two weeks. You have a year's worth of accomplishments scattered across Slack messages, tickets, and half-remembered meetings. You need polished, metrics-grounded bullets that make your impact undeniable — without spending a weekend on it.
Most performance reviews fail not because the work was poor, but because it's described poorly. This prompt applies the XYZ formula — Accomplished X as measured by Y by doing Z — to transform messy notes into impact-focused bullets that make promotion cases undeniable.
productivityCareer
Claude Opus 4.7 / GPT-4omarketingYou just finished a 45-minute user interview. The transcript is sitting in a Notion doc. Your product launch is three weeks out, your homepage copy still reads like every other SaaS company, and your copywriter needs a brief by tomorrow morning.
Paste one user interview transcript and get back your core message, three value pillars, pain/gain pairs, a before/after narrative, and five headline variants — all grounded in the customer's own words.
messagingproduct-marketing
Claude Opus 4.7 / GPT-4omarketingYou just finished a 45-minute user interview. The transcript is sitting in a Notion doc. Your product launch is three weeks out, your homepage copy still reads like every other SaaS company, and your copywriter needs a brief by tomorrow morning.
Paste one user interview transcript and get back your core message, three value pillars, pain/gain pairs, a before/after narrative, and five headline variants — all grounded in the customer's own words.
messagingproduct-marketing
Claude Opus 4.7 / GPT-4omarketingYou just finished a 45-minute user interview. The transcript is sitting in a Notion doc. Your product launch is three weeks out, your homepage copy still reads like every other SaaS company, and your copywriter needs a brief by tomorrow morning.
Paste one user interview transcript and get back your core message, three value pillars, pain/gain pairs, a before/after narrative, and five headline variants — all grounded in the customer's own words.
messagingproduct-marketing
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
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.