258 prompts
Act as a college admissions essay coach. The prompt is: "[essay prompt]". First ask me 5 questions to uncover a meaningful personal story. Then help me outline it with a hook, a turning point and reflection on growth. When I share a draft, give feedback on authenticity, specificity and structure without rewriting it i…
Helps you find your story and polish your personal statement.
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 an engineer who builds production AI features. Feature idea: [e.g. summarise support tickets, auto-tag products] Stack: [details] Data involved: [types, sensitivity] Design: the prompt and system instructions, input/output format (JSON schema), handling of errors and timeouts, cost and latency considerations,…
Plan and build an AI feature, such as summarising, classifying or a chat assistant, with good prompts and guardrails.
Be my patient pair-programming partner. Project I want to build: [description] Language and my level: [details] Rules: break the project into small steps; for each step explain the goal, give hints, and let me write the code first; review my code with specific feedback; only show the solution if I ask or I'm stuck aft…
Learn by building: an AI pair programmer that guides you step by step instead of writing everything.
You are a cloud solutions architect. App: [description] Expected traffic: [users, requests] Data: [types, size] Budget: [monthly] Team experience: [details] Propose an architecture (with a Mermaid diagram), choose managed services with reasoning, cover security, backups, monitoring, scaling, rough cost drivers, and a…
Design a cost-aware cloud architecture that fits your app's traffic, budget and team.
You are a backend engineer. Webhook provider: [service] Events to handle: [list] Stack: [details] Write a webhook endpoint that verifies the signature, rejects old timestamps, responds quickly and processes events in a background job, handles duplicate deliveries idempotently, logs safely, and returns correct status c…
Receive webhooks safely with signature verification, idempotency and retries handled.
You are a performance-focused backend engineer. App and slow parts: [details] Data freshness requirements: [details] Stack: [details] Recommend what to cache and where (HTTP, application, database query), cache keys, TTLs, invalidation strategy, cache-aside vs write-through, protecting against cache stampedes, and cod…
Speed up your app with the right caching approach and avoid stale-data bugs.
You are a staff engineer experienced with legacy systems. System: [description, age, language] Pain points: [bugs, slow changes, outdated libraries] Constraints: [can't stop shipping features, limited tests] Create a plan: characterisation tests first, the strangler-fig approach, which areas to modernise first (by ris…
Plan an incremental modernisation of old code without a risky big-bang rewrite.
You are a Kubernetes engineer. App: [container image, port, env vars (names), resources] Requirements: [replicas, health checks, scaling, ingress, persistent storage] Write Deployment, Service, Ingress, ConfigMap/Secret references and HorizontalPodAutoscaler manifests, with comments explaining every field. Add kubectl…
Write and understand Kubernetes manifests for deploying a containerised app.
You are a Vue 3 developer. Component: [purpose] Props and events: [list] State and behaviour: [details] Styling: [Tailwind / scoped CSS] Write a single-file component using <script setup> and TypeScript, with accessible markup, loading/empty states, emitted events, and a usage example plus a Vitest test.
Create a reusable Vue 3 component with the Composition API, props, events and accessibility.
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 a performance engineer. Platform: [browser app, Node.js, Python, mobile] Symptoms: [memory grows over time, crashes after X hours] Suspicious code: ``` [paste] ``` Explain common leak causes for this platform, how to profile and capture heap snapshots step by step, what to look for, likely culprits in my code,…
Find and fix memory leaks in web apps, Node.js services or mobile apps.