AIO APEX

Prompts

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

The Code Review Prompt That Finds What Linters Miss
Claude Sonnet 4.6 / GPT-4o / Gemini 2.5 Pro

The Code Review Prompt That Finds What Linters Miss

A structured prompt that directs AI models to review code across seven failure categories — logic bugs, security, API misuse, error handling, performance, architecture, and test coverage — with exact line citations and a final risk rating. Goes well beyond what linters catch.

Cinematic Product Photography Prompt — Get Studio-Quality Hero Shots from Any AI Image Generator
Gemini 2.5 Pro Imagen / Stable Diffusion XL / Midjourney v7Generate professional hero product shots for any item — ideal for e-commerce listings, app store screenshots, pitch decks, and social media content. Replace the bracketed variables with your product and preferred aesthetic.

Cinematic Product Photography Prompt — Get Studio-Quality Hero Shots from Any AI Image Generator

A structured image generation prompt that produces professional, commercial-grade product photography by specifying surface, lighting, shadow, background, and lens parameters. Works with Midjourney, Stable Diffusion, Gemini Imagen, and similar models.

Decision Matrix Builder for Any Major Choice
Claude Sonnet 4.6productivityUse this prompt when you are facing a significant decision with multiple options and competing priorities — choosing a new tech stack, picking a vendor, deciding between job offers, evaluating business strategies, or selecting among product features to build next quarter.

Decision Matrix Builder for Any Major Choice

Turn any complex decision into a scored, weighted matrix and get a clear recommendation with rationale — no more agonizing over spreadsheets or gut-feel guesses.

productivityai-prompts
API Documentation Generator from Endpoint Code
Claude 3.7 Sonnet / GPT-4oDeveloper ToolsYou have just finished writing a new API endpoint and need to hand it off to a frontend developer, a third-party integrator, or your own team. The endpoint has validation logic scattered across middleware and the controller, and writing the documentation by hand would take 30-45 minutes. This prompt lets you paste the code and get publish-ready documentation in under 30 seconds.

API Documentation Generator from Endpoint Code

Paste any REST API endpoint code and get complete, publish-ready documentation with descriptions, parameters, response schemas, error codes, and working curl examples — in under 30 seconds.

developer toolsproductivity
Generate a complete blameless post-mortem from a raw incident timeline
Claude Opus 4.7 (recommended for nuanced blameless rewrites); Claude Sonnet 4.6 or GPT-4o work well for straightforward incidentsDeveloper ToolsYour team resolved a P0 outage two hours ago. The on-call engineer has a Slack thread, a PagerDuty timeline, and some runbook notes — but nothing structured. You need a complete post-mortem document ready for the engineering all-hands tomorrow morning, and you have thirty minutes.

Generate a complete blameless post-mortem from a raw incident timeline

Paste in Slack notes, PagerDuty logs, or raw incident timelines and get a structured, blameless post-mortem document ready for your engineering all-hands — with root cause analysis, contributing factors, quantified impact, and actionable items with owners and due dates.

productivityincident-response
Vendor Contract Negotiation Strategist
Claude Opus 4.7 / GPT-4ofinance-negotiationYou have a vendor proposal on your desk — a SaaS subscription, a service contract, an agency retainer, or an enterprise software deal — and the renewal or initial signing date is approaching. You need to negotiate better terms but do not have a procurement team or legal department to do it for you. Paste the contract and get a complete negotiation package: red flags identified, a counteroffer email ready to send, and a clear sense of when to walk away.

Vendor Contract Negotiation Strategist

Paste a vendor proposal and get a complete negotiation package: red flags identified, a ready-to-send counteroffer email, and a clear BATNA — so you negotiate like a procurement pro even without one on staff.

productivityNegotiation
Vendor Contract Negotiation Strategist
Claude Opus 4.7 / GPT-4ofinance-negotiationYou have a vendor proposal on your desk — a SaaS subscription, a service contract, an agency retainer, or an enterprise software deal — and the renewal or initial signing date is approaching. You need to negotiate better terms but do not have a procurement team or legal department to do it for you. Paste the contract and get a complete negotiation package: red flags identified, a counteroffer email ready to send, and a clear sense of when to walk away.

Vendor Contract Negotiation Strategist

Paste a vendor proposal and get a complete negotiation package: red flags identified, a ready-to-send counteroffer email, and a clear BATNA — so you negotiate like a procurement pro even without one on staff.

productivityNegotiation
Turn your rough accomplishment notes into polished performance review bullets with this AI prompt
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.

Turn your rough accomplishment notes into polished performance review bullets with this AI prompt

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
Turn a customer interview transcript into a complete product messaging framework
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.

Turn a customer interview transcript into a complete product messaging framework

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
Turn a customer interview transcript into a complete product messaging framework
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.

Turn a customer interview transcript into a complete product messaging framework

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
Turn a customer interview transcript into a complete product messaging framework
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.

Turn a customer interview transcript into a complete product messaging framework

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
Generate exhaustive test cases for any function with this AI prompt
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.

Generate exhaustive test cases for any function with this AI prompt

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