AIO APEX

Prompts

Curated AI prompts for business, creative, and technical use cases.

The Executive Brief Distiller
Works best with Claude Opus 4.8 or GPT-5.4 (large context window handles long reports cleanly). Claude Sonnet 5 and Gemini 2.5 Pro also perform well for reports under 15 pages.Writing & CommunicationA chief of staff receives a 34-page market research report from an outside consulting firm at 4 PM, with a board meeting scheduled for 9 AM the next morning where the CEO needs to speak to its findings with confidence.

The Executive Brief Distiller

A structured prompt that turns any long report into a single-page executive brief — built to surface exactly what changes a decision, not summarize everything.

prompt-engineeringproductivity
The Resume Gap Analyzer: Find What's Missing Before a Recruiter Does
Claude Opus 4.7 (also works well with GPT-5.4 and Gemini 3 Pro)CareerYou found a job posting that's a strong match for your background, but you're not sure if your current resume — written for a previous, slightly different role — actually surfaces the right keywords and accomplishments, and you have limited time before the application deadline to figure out what to fix.

The Resume Gap Analyzer: Find What's Missing Before a Recruiter Does

A prompt that compares your resume against a specific job description, flags the gaps that would get you filtered out by an ATS or recruiter, and rewrites your weakest bullet points using the XYZ formula so they match what the role actually asks for.

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The Salary Negotiation Script Builder: Turn Market Data Into a Confident Counteroffer
Claude Opus 4.7 (also works well with GPT-5.4 and Gemini 3 Pro)finance-negotiationYou just received a job offer with a base salary about 8% below the market rate you researched on Levels.fyi and in your network, and you have a call scheduled with the recruiter in two days to discuss compensation before you can accept.

The Salary Negotiation Script Builder: Turn Market Data Into a Confident Counteroffer

A structured prompt that takes your current compensation, the new offer, and market data to produce a full negotiation script — anchor number, opening lines, objection responses, and your walk-away point — so you go into the call prepared instead of improvising.

Careersalary-negotiation
The test case generator that finds the bugs your happy-path tests miss
Claude Opus 4.8 (also works well with GPT-5.4 and Gemini 3 Pro for most languages; for niche frameworks, verify generated syntax against current library docs)Developer ToolsYou just wrote a pricing function for checkout and need a real test suite before it ships, but you have 15 minutes before a deploy window and writing every edge case by hand from scratch would take an hour.

The test case generator that finds the bugs your happy-path tests miss

A prompt that generates a full test suite — happy path, edge cases, error scenarios, and integration gaps — for any function, plus an honest list of what it couldn't determine without more context.

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The jargon eliminator: turn engineering docs into a sales-ready explanation
Claude Opus 4.8 (also works well with GPT-5.4 and Gemini 3 Pro — any model with strong instruction-following and a large context window for long documents)Developer ToolsYour engineering team just shipped a new rate-limiting change to the API, and your account executive has a call with a Fortune 500 procurement team in two hours who will ask what this means for their integration timeline and reliability.

The jargon eliminator: turn engineering docs into a sales-ready explanation

A prompt that rewrites technical documentation for non-technical stakeholders without sacrificing accuracy — plus a glossary and pre-built answers to the questions they'll ask next.

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The AI Output Fact-Checker: Catch Hallucinated Claims Before You Hit Send
Claude Opus 4.8 or GPT-5.6 with web search/browsing enabled (verification quality depends heavily on the model being able to check claims against live sources — without search access, treat the output as a risk triage, not a ground-truth check)Artificial IntelligenceYou used an AI assistant to draft a client-facing quarterly report that includes market statistics, a competitor comparison, and two quotes attributed to industry analysts, and you have 15 minutes before the file needs to go out to review it for anything that could be wrong or made up.

The AI Output Fact-Checker: Catch Hallucinated Claims Before You Hit Send

A structured review pass that flags fabricated statistics, invented quotes, and unverifiable citations in AI-generated text before it reaches a client, a publication, or a legal filing.

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The Cohort Retention Analyzer: Find Where Users Drop Off and Why
Claude Opus 4.8 (also works well with GPT-5.6 and Gemini 3.5 Pro for structured data reasoning; avoid smaller/faster model tiers for this one — it needs multi-step causal reasoning, not just summarization)Data AnalysisYou're a growth PM at a 40-person B2B SaaS company. In Monday's leadership meeting, your CEO asks why the April cohort of new signups is retaining 12 percentage points worse than March's cohort at the Week 4 mark, and you have 20 minutes before your next meeting to come back with an answer that isn't 'we're not sure yet.'

The Cohort Retention Analyzer: Find Where Users Drop Off and Why

Turn a raw retention data export into ranked, testable hypotheses about why a cohort is churning worse than the others — in minutes instead of weeks.

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The Contrarian Briefing: Steelman the Strongest Case Against Your Own Position
Claude Opus 4.8 (also works well with GPT-5.4; models with strong reasoning depth produce sharper counter-arguments than fast/small models, which tend to default to generic "some critics say" hedging)learningYou're a startup founder about to pitch investors on doubling down on a paid acquisition channel that has driven 80% of your growth over the past year. Before the meeting, you run this prompt against your own thesis — that concentrating spend in this channel is the right call — to see the strongest case against channel concentration risk, so you walk into the pitch having already answered the hardest question instead of improvising when a partner asks it live.

The Contrarian Briefing: Steelman the Strongest Case Against Your Own Position

A prompt that builds the single strongest opposing argument to whatever you believe — not a weak strawman — plus the exact evidence that would prove you wrong, so you're never blindsided by the question you didn't prepare for.

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The SOP Builder: Turn Messy Process Notes Into a Numbered Procedure With Edge Cases
Claude Opus 4.8 (also works well with GPT-5.4 and Gemini 3 Pro — models with strong long-context reasoning handle the edge-case extraction step best; smaller/faster models tend to flatten edge cases into generic steps)productivityYou're the operations lead at a 40-person e-commerce company. Your best returns-processing rep — who trained every new hire informally over the shoulder for two years — just gave two weeks' notice. Before she leaves, you sit her down and record a rambling 45-minute voice memo where she talks through how she actually handles returns, including all the undocumented judgment calls: what she does when an item comes back damaged versus defective, how she handles returns shipped to the wrong address, when she approves a partial refund without requiring the item back at all. You paste the transcript into this prompt to turn two years of tribal knowledge into a document her replacement can follow from day one.

The SOP Builder: Turn Messy Process Notes Into a Numbered Procedure With Edge Cases

A structured prompt that converts a rambling voice memo or bullet-point brain dump into a clean SOP — separating the main procedure from edge cases and flagging contradictions instead of silently guessing.

prompt-engineeringproductivity
The Product Naming Brainstorm: 20 Name Candidates With Linguistic and Brand Analysis
Claude Sonnet 5 or GPT-5.5 (Gemini 3 Pro also works well for high-volume brainstorming)creativeYou're two weeks from a product launch and every naming discussion turns into a gut-reaction meeting — people vetoing names on instinct, circling back to options already rejected, with no structured way to compare candidates across styles or catch an embarrassing meaning in another market before it ships.

The Product Naming Brainstorm: 20 Name Candidates With Linguistic and Brand Analysis

A structured prompt that generates 20 product name candidates across four distinct styles, each with a phonetic breakdown, memorability rationale, and cultural risk check — then ranks the top three.

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The Tone Transformer: Rewrite Any Message in Four Professional Tones Instantly
Claude Sonnet 5 (also works well with GPT-5.5 or any model with strong instruction-following)Writing & CommunicationYou need to tell your manager a project deadline is slipping because of an unplanned technical issue, but you're not sure whether to lead with the bad news bluntly, soften it diplomatically, or frame it with some optimism — and you want to see all three side by side before you hit send, plus a formal version in case this needs to go to a client instead.

The Tone Transformer: Rewrite Any Message in Four Professional Tones Instantly

A structured prompt that takes one message and rewrites it as Direct, Diplomatic, Enthusiastic, and Formal versions side by side, so you can pick the right register before you hit send.

prompt-engineeringproductivity
This Prompt Turns Your Costs and Competitors Into Three Pricing Models
GPT-5.4, Claude Sonnet 5, or any model with strong quantitative reasoningStartups & BusinessYou're two weeks from launching a new SaaS tier and the founding team has been going back and forth on a single price point for days without a structured way to compare the actual tradeoffs between charging based on cost, competitors, or customer value.

This Prompt Turns Your Costs and Competitors Into Three Pricing Models

A structured prompt that builds cost-plus, competitor-based, and value-based pricing side by side, then recommends which one to actually use and why.

prompt-engineeringBusiness Strategy