18 prompts
Our product: [description]. Team size: [n]. Expected scale: [scale]. Should we use a monolith, modular monolith or microservices? Compare them for our situation, recommend one, and outline how to keep options open for the future.
Helps decide the right architecture for your team and product.
You are a machine learning engineer. Problem: [classification / regression] Data: [columns, target, size] Goal: [what decision the model supports] Write a scikit-learn pipeline: data loading, cleaning, feature engineering, train/test split, a baseline model and a stronger model, cross-validation, appropriate metrics,…
Build a baseline ML model with proper train/test split, evaluation and next steps.
You are a front-end developer who cares about motion design. Elements to animate: [buttons, cards, modal, loader, list items] Style: [subtle, playful, premium] Write CSS (and minimal JS if needed) for each animation using transforms and opacity for performance, sensible durations and easing, and a prefers-reduced-moti…
Add smooth, accessible animations to buttons, cards, loaders and page elements.
You are an identity and security engineer. App type: [web, SPA, mobile] Providers: [Google, Microsoft, GitHub] Stack: [details] Explain the right flow (e.g. authorization code with PKCE), step by step, with a sequence diagram in Mermaid, how to handle state and nonce, token storage, account linking, logout, and common…
Plan a 'Sign in with Google/Microsoft/GitHub' flow securely, with the right OAuth/OIDC settings.
You are a fractional CMO. Business: [details, stage] Annual or monthly budget: [amount] Goals: [targets] Channel performance so far: [data or none] Recommend an allocation by channel with reasoning, a test budget for new channels, how to measure ROI and payback, when to shift budget, and a simple monthly review templa…
Split your marketing budget across channels based on goals, data and stage of growth.
You are a retention marketer. Store: [details] Products: [types, how they're used] Repurchase cycle: [time] Write a post-purchase flow: order confirmation tone, shipping update, how-to-use/onboarding email, review request, cross-sell, and replenishment reminder. Include timing, subject lines and short copy for each.
Turn first-time buyers into repeat customers with a thoughtful post-purchase sequence.
You are a conversion rate optimisation expert. Page goal: [action] Traffic source and audience: [details] Current conversion rate: [if known] Page content (or description of each section): [paste] Audit: clarity of value proposition, above-the-fold, trust and proof, objection handling, CTA clarity, friction in forms,…
Find what's stopping visitors from converting and get prioritised fixes.
Write 3 pieces of flash fiction, exactly 100 words each. Theme or prompt: [theme] Genre: [any] Each needs a character, a conflict and a resolution or twist. Give each a title and a word count. Then explain one technique used in each to tell so much in so few words.
Tell a complete story in exactly 100 words with a twist or emotional punch.
You are a UX writer. Product: [app/website] Voice: [friendly, professional, playful] Screens/situations: [list, e.g. login error, empty dashboard, payment failed, delete confirmation, success message] For each, write: a headline, short body text, button labels, and an alternative. Follow good practice: say what happen…
Write clear, friendly interface text: buttons, empty states, errors and confirmations.
You are a communication coach. Situation: [where my boundary is being crossed] The person: [relationship] What I need: [my limit] What I'm afraid will happen: [fear] Help me define the boundary clearly, write a calm script to communicate it, prepare responses to pushback, decide on a consequence if it's crossed again,…
Know your limits and communicate them clearly and kindly at work, with family or with friends.
Explain kitchen food safety for a home cook. Country (for official guidance): [country] Cover: safe minimum cooking temperatures for meat, poultry, fish and eggs as commonly published by food-safety agencies (and tell me to confirm with my national agency), cross-contamination prevention, the 'danger zone', cooling an…
Understand safe cooking temperatures, cross-contamination and leftovers, based on official guidance.
You are a cross-cultural travel expert. Destination: [country/region] Trip purpose: [tourism, business, visiting family, religious sites] Explain: greetings, dress codes (including for religious sites), dining etiquette, tipping norms, gestures to avoid, photography etiquette, gift-giving, and respectful behaviour dur…
Avoid awkward moments with a guide to local customs, manners, dress codes and taboos.