AIO APEX

Prompts

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

The Content Repurposer: Turn One Blog Post Into 10 Platform-Ready Social Posts
GPT-5.4 or Claude Sonnet 5 — any frontier model with a large context window handles this well; feed it the full article text, not a summarymarketingYou just published a 1,500-word blog post analyzing a major industry report, and your social calendar for the week is due in 20 minutes — you need 10 genuinely different posts, not the same headline copy-pasted across five platforms.

The Content Repurposer: Turn One Blog Post Into 10 Platform-Ready Social Posts

Turn any blog post into 10 genuinely distinct, platform-native social posts in one pass — not the same headline copy-pasted five times.

prompt-engineeringsocial-media
The Code Refactoring Advisor: Before-and-After Fixes With a Risk Score for Each One
Works best with Claude Opus 4.8 or Sonnet 5 for large functions (context window and code reasoning matter more than raw speed here); GPT-5.4 is a solid alternative. Avoid smaller/faster models for this — risk scoring requires holding the whole function's logic in view at once.Developer ToolsYou've inherited a 400-line function that everyone on the team avoids touching because it 'works, mostly' and nobody remembers why it's structured the way it is. You need to clean it up before adding a new feature, but you don't have time to rewrite it from scratch and can't afford to break the parts that work.

The Code Refactoring Advisor: Before-and-After Fixes With a Risk Score for Each One

A structured prompt that reviews a known-problematic function, proposes specific refactors with before/after code, and scores each one for regression risk before you touch anything.

prompt-engineeringcode review
The Inbox Triage Prompt: Turn 100+ Unread Emails Into a Ranked Action List in One Pass
Works well with Claude Opus 4.8, GPT-5.4, and Gemini 3 Pro — needs strong instruction-following and a large context window to hold pasted email threads. Claude and GPT-5.4 handle the scoring rubric most consistently; Gemini 3 Pro is a solid free-tier alternative for smaller batches.productivityYou're back from a 3-day conference with 140 unread emails and 45 minutes before your next meeting. Somewhere in that pile is a client threatening to cancel, a deadline moved up, and a dozen threads that can wait until next week — but you can't tell which is which without reading every single one.

The Inbox Triage Prompt: Turn 100+ Unread Emails Into a Ranked Action List in One Pass

A structured prompt that scores every email by urgency and impact, then hands you a ranked action list with drafted replies for anything time-sensitive.

prompt-engineeringemail-triage
20 Headline Hooks, Each Labeled With the Psychological Trigger It Pulls
Works best with GPT-5.4 or Claude Opus 4.8 for the trigger labeling accuracy. Gemini 3.5 Flash and DeepSeek V4 also work well for the initial hook generation.marketingYou're launching a cold email campaign or paid ad set for a product next Monday, and you have one afternoon to generate enough genuinely different headline angles to A/B test properly — instead of writing three headlines from gut instinct and hoping one works.

20 Headline Hooks, Each Labeled With the Psychological Trigger It Pulls

A prompt that generates 20 genuinely different headline variations for any campaign, each tagged with the specific psychological trigger it uses — built for real A/B testing, not guesswork.

marketingcopywriting
Turn a Product Hypothesis Into 20 Customer Discovery Questions That Actually Validate It
Works best with GPT-5.4 or Claude Opus 4.8. Gemini 3.5 Flash and DeepSeek V4 also handle this well, though they occasionally need a reminder in the prompt to avoid hypothetical phrasing.Startups & BusinessYou believe freelance graphic designers are losing money to scope creep, and you've booked eight customer interviews for next week before writing a line of code — you need questions that will actually surface whether the problem is real and costly, not questions that make you feel good about your idea.

Turn a Product Hypothesis Into 20 Customer Discovery Questions That Actually Validate It

A prompt that generates interview questions engineered to catch the false-positive validation that kills startups before they ship — no leading questions, no hypotheticals, just past behavior.

startupsproduct-management
The Survey Results Analyzer
Works best with Claude Opus 4.8 or GPT-5.4 for large response sets (500+ rows); Claude Sonnet 5 and Gemini 2.5 Pro handle smaller surveys (under 200 responses) equally well.Data AnalysisA People Ops manager just closed a 340-response employee engagement survey across the engineering organization and has 48 hours to present findings to the VP of Engineering before a headcount planning meeting, with only a raw CSV export and no built-in analytics dashboard.

The Survey Results Analyzer

A structured prompt that turns raw survey exports into a findings report — quantitative breakdown, coded themes with quotes, sentiment analysis, and specific recommended actions, not just a summary of averages.

prompt-engineeringsurvey analysis
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.

Careerresume
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.

testingprompt-engineering
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.

prompt-engineeringtechnical-writing
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.

fact-checkinghallucination