AIO APEX

Prompts

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

The AI Pull Request Reviewer: Get a Senior Engineer's Eyes on Your Code Before Every Merge
Claude 4 Sonnet, Claude Opus 4.6, GPT-5, or Gemini 2.5 Pro. Any frontier model with a 100k+ token context window works well. Claude 4 Sonnet tends to produce the most structured and actionable security findings.Developer ToolsYou have a PR open, it's been waiting for review for two days, and the person who normally reviews your security-sensitive code is OOO. Or you are a solo developer shipping a feature and want a second pair of eyes before deploying. Or you are a senior engineer who wants to pre-check your own work before asking colleagues to spend time on it. This prompt gives you a structured review that covers the categories most likely to become production incidents.

The AI Pull Request Reviewer: Get a Senior Engineer's Eyes on Your Code Before Every Merge

Paste your diff and get back a structured review with severity-ranked findings, security checks, test coverage gaps, and specific fix suggestions — in the voice of a senior engineer who explains the why, not just the what.

developer toolscode review
Turn 500 Customer Reviews Into a Prioritized Product Roadmap With This AI Prompt
Claude 4 Sonnet, GPT-5, or Gemini 2.5 Pro. Any strong reasoning model with a long context window (100k+ tokens) works well. For large feedback batches, Claude 4 Sonnet handles the highest volume reliably.Data AnalysisYour team just closed a quarterly NPS survey and has 400 open-text responses sitting in a spreadsheet alongside 200 unread App Store reviews from the past month. Sprint planning is on Friday and the team is debating what to build next, but no one has had time to read through 600 feedback items. You need clear signal from that noise before the meeting starts.

Turn 500 Customer Reviews Into a Prioritized Product Roadmap With This AI Prompt

Stop guessing what customers want. This structured AI prompt clusters feedback by theme, ranks issues by urgency and business impact, identifies quick wins, and writes an executive brief — all from a paste of raw reviews, tickets, or survey responses.

ai-promptproduct-management
Turn 500 Customer Reviews Into a Prioritized Product Roadmap With This AI Prompt
Claude 4 Sonnet, GPT-5, or Gemini 2.5 Pro. Any strong reasoning model with a long context window (100k+ tokens) works well. For large feedback batches, Claude 4 Sonnet handles the highest volume reliably.Data AnalysisYour team just closed a quarterly NPS survey and has 400 open-text responses sitting in a spreadsheet alongside 200 unread App Store reviews from the past month. Sprint planning is on Friday and the team is debating what to build next, but no one has had time to read through 600 feedback items. You need clear signal from that noise before the meeting starts.

Turn 500 Customer Reviews Into a Prioritized Product Roadmap With This AI Prompt

Stop guessing what customers want. This structured AI prompt clusters feedback by theme, ranks issues by urgency and business impact, identifies quick wins, and writes an executive brief — all from a paste of raw reviews, tickets, or survey responses.

ai-promptproduct-management
Generate cinematic AI network visualization art for tech content
Gemini Imagen 3 / DALL-E 3 / Midjourney v7 / Stable Diffusion XLCreating high-quality abstract AI/tech visualizations for blog headers, presentation slides, and marketing materials

Generate cinematic AI network visualization art for tech content

A customizable image generation prompt that produces stunning abstract neural network visualizations — sharp, moody, and on-brand for AI and tech content without relying on generic stock photography.

ai-artimage-generation
The Architecture Decision Record Generator
Claude Sonnet 4.6 — works with Claude Opus 4.8 for larger decisions. Also compatible with GPT-4o and Gemini 1.5 Pro.Developer ToolsYour team just decided to adopt Kafka for event streaming, ditch your REST API for GraphQL, or migrate from a monolith to microservices — and your tech lead needs a proper ADR written before the sprint ends. You have 20 minutes and no template.

The Architecture Decision Record Generator

Stop losing institutional knowledge. This prompt produces rigorous, honest ADRs that force real tradeoff analysis — including a devil's advocate section arguing against your chosen option.

software-engineeringdecision-making
20 Headlines, 20 Psychological Triggers, One Prompt
Claude Sonnet 4.6 / GPT-4omarketingYou're launching a new content series, ad campaign, or product announcement and need opening lines that stop the scroll. Instead of spending an hour brainstorming and ending up with five variations of the same hook, you paste your topic, audience, and goal into this prompt and get 20 tested psychological angles — each labeled, explained, and sorted by platform — in under 60 seconds.

20 Headlines, 20 Psychological Triggers, One Prompt

Stop defaulting to the same 3 hook types. This prompt generates 20 headline variations — one per psychological trigger — with platform notes and brand voice tips for each.

prompt-engineeringai-prompts
Generate Complete Test Suites from a Function Description
Claude Sonnet 4.6 or GPT-4o — both handle this well; Claude tends to produce more thorough edge case coverageDeveloper ToolsYou've just written a pricing function, an authentication handler, or a data-processing pipeline — and you need to ship it tomorrow. You paste the function into this prompt and get back a full test suite with happy paths, boundary values, and error scenarios already written, so you can move to code review instead of spending 90 minutes hand-crafting tests.

Generate Complete Test Suites from a Function Description

A structured prompt that turns any function or feature spec into comprehensive unit tests, edge cases, error scenarios, and integration outlines — in your language and framework.

testingprompt-engineering
The Professional Product Photography Prompt That Works on Any AI Image Generator
DALL-E 3, Midjourney v6, Gemini Image Generation, Ideogram 2, Stable Diffusion XL / FluxE-commerce sellers, marketers, product designers, and startup founders who need professional-quality product photos without a photo studio. Swap in your product details and generate a commercial-grade image in seconds.

The Professional Product Photography Prompt That Works on Any AI Image Generator

One structured prompt template that turns any product description into a studio-quality photo. Works with DALL-E 3, Midjourney, Gemini, Ideogram, and Stable Diffusion. Swap in your product and go.

image-generationproduct photography
Turn Your Weekly Notes into a Clear Action Plan with This Prompt
Claude 3.5 Sonnet / Claude 3 Opus (also works with GPT-4o and Gemini 1.5 Pro)You have just finished Friday afternoon with a stack of notes, a half-done to-do list, and a vague sense of what next week holds. You have 15 minutes before you close the laptop. This prompt turns that raw material into a crisp, honest weekly review and a prioritized action list -- so you start Monday with clarity instead of catching up.

Turn Your Weekly Notes into a Clear Action Plan with This Prompt

Stop losing track of priorities. This structured prompt turns your raw weekly notes into an honest review and a focused plan for next week -- in under 3 minutes.

prompt-engineeringproductivity
Difficult Conversation Script Builder: Claude Prompt for Workplace Conflicts
Claude Sonnet 4.5 or Claude Opus 4 (works well with GPT-4o too)promptsYou have a conversation that needs to happen — but you keep postponing it. Maybe a team member keeps missing deadlines, a peer is undermining your work, or a manager gave you feedback you strongly disagree with. You know what you want to say but can't figure out how to say it without it going sideways.

Difficult Conversation Script Builder: Claude Prompt for Workplace Conflicts

Stop winging sensitive workplace conversations. This Claude prompt generates a full conversation script with opening lines, key message points, anticipated pushback, and response strategies — tailored to your specific situation.

productivityLeadership
Generate a complete test suite from any function or feature description
Claude Sonnet 4.5 (also works with GPT-4o and Gemini 2.5 Pro)Developer ToolsYou wrote a function or shipped a feature and need full test coverage before merging. You have the code in front of you but writing tests feels slow — you keep forgetting edge cases and your PR review always comes back with 'what about null input?' or 'does this handle timeout?'

Generate a complete test suite from any function or feature description

A structured prompt that turns your code into a full test suite — unit tests, edge cases, error scenarios, and integration outlines — in one shot.

testingdeveloper tools
Generate a complete test suite from any function or feature description
Claude Sonnet 4.5 (also works with GPT-4o and Gemini 2.5 Pro)Developer ToolsYou wrote a function or shipped a feature and need full test coverage before merging. You have the code in front of you but writing tests feels slow — you keep forgetting edge cases and your PR review always comes back with 'what about null input?' or 'does this handle timeout?'

Generate a complete test suite from any function or feature description

A structured prompt that turns your code into a full test suite — unit tests, edge cases, error scenarios, and integration outlines — in one shot.

testingdeveloper tools