Top community-rated code generation prompts optimized for Claude Code.
50 prompts— sorted by community rating
Implement consumer-driven contract testing with Pact. Ensure API changes don't break consumers without running full integration tests.
CI/CD pipeline for a monorepo with path-based triggers, parallel builds, shared caching, and conditional deployments per package.
Set up a complete observability stack. Structured logging, Prometheus metrics, distributed tracing with OpenTelemetry — correlated with trace IDs.
Build type-safe server actions for Next.js forms. Validation, error handling, optimistic updates, and revalidation — the modern mutation pattern.
Configure Kubernetes HPA with custom application metrics. Scale on queue depth, response latency, or business KPIs — not just CPU.
Build a prompt template engine that supports variables, conditionals, loops, and includes. Like Handlebars but for LLM prompts.
Production-grade Docker Compose setup for a full-stack app. App, DB, Redis, worker, nginx — with hot reload, health checks, and named volumes.
Set up mutation testing to verify your tests actually catch bugs. Stryker mutates your code and checks if tests fail — the ultimate test quality metric.
Build an AI agent that reasons and acts using tools. ReAct loop with function calling, error recovery, and conversation memory.
Build a GitHub PR review bot that uses LLMs to analyze code changes, detect issues, and post review comments automatically.
Reliably extract structured JSON from LLM responses. Schema validation, retry on malformed output, and fallback parsing strategies.
Build a semantic code search engine using embeddings. Search by intent ('function that validates email') rather than exact text matches.
Build a full tRPC v11 setup with procedures, middleware, subscriptions, and React Query integration. Full-stack TypeScript type safety.
Reusable Terraform module for a production AWS setup. VPC with public/private subnets, ECS Fargate service, ALB, RDS, and CloudWatch monitoring.
Intermediate code generation prompt. Cypress E2E Test with customizable parameters for professional results.
A advanced-level code prompt for creating oauth 2.0 flow. Fill in the variables to customize the output for your specific needs.
Craft next.js api route with this structured code prompt. Adjustable variables let you fine-tune the output.
Advanced code generation prompt. Machine Learning Model with customizable parameters for professional results.
Intermediate code generation prompt. Prisma Schema + Migration with customizable parameters for professional results.
Craft svg icon component with this structured code prompt. Adjustable variables let you fine-tune the output.
Advanced code generation prompt. OpenAI Function Calling with customizable parameters for professional results.
Intermediate code generation prompt. React Component Generator with customizable parameters for professional results.
Craft graphql schema designer with this structured code prompt. Adjustable variables let you fine-tune the output.
Craft nginx configuration with this structured code prompt. Adjustable variables let you fine-tune the output.
A beginner-level code prompt for creating cron job manager. Fill in the variables to customize the output for your specific needs.
Intermediate code generation prompt. Python Data Pipeline with customizable parameters for professional results.
A advanced-level code prompt for creating typescript type wizard. Fill in the variables to customize the output for your specific needs.
Master React Server Components data fetching patterns. Server-only queries, streaming with Suspense, waterfall prevention, and cache strategies.
Craft rate limiter implementation with this structured code prompt. Adjustable variables let you fine-tune the output.
A beginner-level code prompt for creating storybook component. Fill in the variables to customize the output for your specific needs.
A advanced-level code prompt for creating stripe payment integration. Fill in the variables to customize the output for your specific needs.
Craft e2e test suite with this structured code prompt. Adjustable variables let you fine-tune the output.
Craft prometheus alert rules with this structured code prompt. Adjustable variables let you fine-tune the output.
A intermediate-level code prompt for creating python decorator. Fill in the variables to customize the output for your specific needs.
Beginner code generation prompt. Database Seed Script with customizable parameters for professional results.
Implement streaming LLM responses with Server-Sent Events. Token-by-token output from API to browser with proper error handling and abort.
A advanced-level code prompt for creating python async queue. Fill in the variables to customize the output for your specific needs.
A intermediate-level code prompt for creating vue 3 composition api. Fill in the variables to customize the output for your specific needs.
Beginner code generation prompt. Zustand Store with customizable parameters for professional results.
Implement zero-downtime deployments with blue/green strategy. Health check gates, gradual traffic shift, and automatic rollback on failure.
Intermediate code generation prompt. React Native Screen with customizable parameters for professional results.
Fuzz your API endpoints with random but valid inputs. Find edge cases, crashes, and 500 errors that manual testing misses.
Advanced code generation prompt. Three.js Scene with customizable parameters for professional results.
A advanced-level code prompt for creating kubernetes manifest generator. Fill in the variables to customize the output for your specific needs.
Craft sql migration script with this structured code prompt. Adjustable variables let you fine-tune the output.
Intermediate code generation prompt. Python FastAPI Endpoint with customizable parameters for professional results.
Craft docker compose with this structured code prompt. Adjustable variables let you fine-tune the output.
Craft github actions ci/cd pipeline with this structured code prompt. Adjustable variables let you fine-tune the output.
Build a Retrieval-Augmented Generation pipeline with hybrid search (vector + keyword) and a reranking step for higher precision answers.
Craft css animation with this structured code prompt. Adjustable variables let you fine-tune the output.