252 prompts
Create 6 critical thinking exercises for [age/level] about [topic]. Include spotting logical fallacies in short arguments, evaluating the reliability of two sources, separating fact from opinion, and one open problem with no single right answer. Provide teacher notes with model answers.
Exercises that train students to spot weak arguments.
Analyze the poem below line by line for a [level] student. For each stanza, explain the meaning in plain language, then point out literary devices (imagery, metaphor, rhyme, meter, tone) and their effect. Finish with the poem's central theme and 3 essay-ready points with quotes. Poem: [paste poem]
Explain [economics concept, e.g. inflation / opportunity cost / supply and demand] for a [level] student. Include a simple definition, a graph described in words, 3 real-world examples from recent years, a common misconception, and 2 exam-style questions with model answers.
Connects economic theory to real-world news and events.
Tell the story of [historical event] as a gripping narrative from the perspective of [an ordinary person who lived through it]. Keep it historically accurate, around 600 words, and then list the 5 key facts, dates and causes a student should remember, plus 2 discussion questions.
Turns a historical event into an engaging narrative with key facts.
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.
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 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.
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.