Bug Detective — Systematic Debugging Prompt
A structured prompt for debugging that forces systematic root cause analysis instead of random fixes.
GPT-4oClaude 4 OpusClaude 4 SonnetDeepSeek V3
#system-prompt#chain-of-thought#debugging
1,567 views456 copies+165Fresh CodeYour contentIntermediate Clean Code Refactoring Guide
Analyzes code and suggests refactoring improvements following clean code principles. Prioritizes readability and maintainability.
GPT-4oClaude 4 OpusClaude 4 SonnetDeepSeek V3
#system-prompt#chain-of-thought#refactoring
1,345 views389 copies+131Fresh Contract Testing — API Consumer/Provider Pact
Implement consumer-driven contract testing with Pact. Ensure API changes don't break consumers without running full integration tests.
Copilot (GitHub)Claude Code
#consumer-driven#testing#api+2
896 views89 copies+105Fresh GitHub Actions — Monorepo CI/CD Matrix
CI/CD pipeline for a monorepo with path-based triggers, parallel builds, shared caching, and conditional deployments per package.
Copilot (GitHub)Gemini Code AssistClaude Code
#automation#monorepo#caching+2
1,131 views150 copies+103Fresh Observability Stack — Logs, Metrics, Traces
Set up a complete observability stack. Structured logging, Prometheus metrics, distributed tracing with OpenTelemetry — correlated with trace IDs.
Copilot (GitHub)Claude Code
#logging#observability#opentelemetry+2
1,044 views159 copies+100Fresh Server Actions — Next.js Form Mutations
Build type-safe server actions for Next.js forms. Validation, error handling, optimistic updates, and revalidation — the modern mutation pattern.
Copilot (GitHub)Claude CodeCursor
#server-actions#mutations#react+2
1,080 views121 copies+99Fresh Kubernetes Horizontal Pod Autoscaler — Custom Metrics
Configure Kubernetes HPA with custom application metrics. Scale on queue depth, response latency, or business KPIs — not just CPU.
Copilot (GitHub)Claude Code
#hpa#kubernetes#prometheus+2
598 views224 copies+99Fresh Prompt Template Engine — Variable Injection
Build a prompt template engine that supports variables, conditionals, loops, and includes. Like Handlebars but for LLM prompts.
Copilot (GitHub)Claude Code
#automation#templates#engine+2
660 views195 copies+98Fresh Docker Compose — Full Dev Environment
Production-grade Docker Compose setup for a full-stack app. App, DB, Redis, worker, nginx — with hot reload, health checks, and named volumes.
Copilot (GitHub)Gemini Code AssistClaude Code
#hot-reload#docker#containers+2
874 views277 copies+91Fresh Mutation Testing — Kill the Mutants
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.
Copilot (GitHub)Claude Code
#coverage#test-quality#testing+2
273 views152 copies+91Fresh Deno 2 REST API — Permissions & Standards
Build a REST API with Deno 2 using Web Standards APIs. Secure by default with explicit permissions, built-in testing, and zero config.
Copilot (GitHub)Cursor
#rest-api#deno#permissions+2
360 views146 copies+90Fresh REST API Endpoint Designer
Designs RESTful API endpoints with proper HTTP methods, status codes, request/response schemas, and error handling.
GPT-4oClaude 4 OpusGPT-5Gemini 2.5 Pro
#system-prompt#documentation#api-design
987 views234 copies+88Aging SQL Query Optimizer — Performance Doctor
Analyzes slow SQL queries, identifies bottlenecks, and rewrites them for optimal performance with EXPLAIN analysis.
GPT-4oClaude 4 OpusDeepSeek V3
#system-prompt#chain-of-thought#sql
765 views234 copies+88Aging AI Agent with Tool Use — ReAct Pattern
Build an AI agent that reasons and acts using tools. ReAct loop with function calling, error recovery, and conversation memory.
Copilot (GitHub)Claude CodeCursor
#autonomous#ai-agent#function-calling+2
1,177 views326 copies+78Fresh AI Code Review Bot — PR Analysis
Build a GitHub PR review bot that uses LLMs to analyze code changes, detect issues, and post review comments automatically.
Copilot (GitHub)Gemini Code AssistClaude Code
#automation#github#ci-cd+2
517 views305 copies+77Fresh Database Schema Designer — From Requirements to DDL
Designs normalized database schemas from business requirements with tables, relationships, indexes, and migration scripts.
GPT-4oClaude 4 OpusDeepSeek V3
#system-prompt#api-design#sql
654 views189 copies+76Aging Snapshot Testing — Visual Regression CI
Set up visual regression testing in CI with Playwright. Capture screenshots, compare against baselines, and block PRs on visual changes.
Copilot (GitHub)Cursor
#playwright#testing#ci+2
973 views73 copies+75Fresh Bun SQLite — Local-First App Backend
Build a fast local-first backend using Bun's built-in SQLite. CRUD API, migrations, full-text search, and WAL mode for concurrent reads.
Copilot (GitHub)Cursor
#database#api#bun+2
704 views326 copies+65Fresh Structured Output Parser — JSON from LLM
Reliably extract structured JSON from LLM responses. Schema validation, retry on malformed output, and fallback parsing strategies.
Copilot (GitHub)Claude CodeCursor
#structured-output#parsing#json+2
897 views162 copies+63Fresh Embedding-Based Code Search — Semantic IDE
Build a semantic code search engine using embeddings. Search by intent ('function that validates email') rather than exact text matches.
Copilot (GitHub)Claude Code
#semantic#vector-db#code-search+2
830 views263 copies+63Fresh tRPC v11 — End-to-End Type Safety
Build a full tRPC v11 setup with procedures, middleware, subscriptions, and React Query integration. Full-stack TypeScript type safety.
Copilot (GitHub)Claude CodeCursor
#fullstack#api#react-query+2
594 views61 copies+63Fresh LLM Cost Tracker — Token Usage Dashboard
Track LLM API costs across multiple providers. Token counting, cost calculation, budget alerts, and per-feature usage attribution.
Copilot (GitHub)Cursor
#tokens#budget#llm+2
572 views116 copies+59Fresh Web Worker Pool — CPU-Intensive Tasks
Build a Web Worker pool that distributes CPU-intensive tasks across threads. Task queue, load balancing, and progress reporting.
Copilot (GitHub)Cursor
#concurrency#pool#threading+2
663 views154 copies+58Fresh Terraform Module — AWS VPC + ECS Fargate
Reusable Terraform module for a production AWS setup. VPC with public/private subnets, ECS Fargate service, ALB, RDS, and CloudWatch monitoring.
Copilot (GitHub)Gemini Code AssistClaude Code
#ecs#terraform#vpc+2
1,269 views112 copies+56Fresh CodeYour contentIntermediate Cypress E2E Test — User Flow Happy Path
Intermediate code generation prompt. Cypress E2E Test with customizable parameters for professional results.
Claude CodeCursor
#testing#e2e#user-flow+2
648 views39 copies+54Aging OAuth 2.0 Flow — Google/GitHub Provider
A advanced-level code prompt for creating oauth 2.0 flow. Fill in the variables to customize the output for your specific needs.
Claude CodeCursor
#authentication#oauth2#github+2
486 views24 copies+54Aging CodeYour contentIntermediate Next.js API Route — Auth + Rate Limiting
Craft next.js api route with this structured code prompt. Adjustable variables let you fine-tune the output.
Claude CodeCursor
#fullstack#auth#rate-limit+2
324 views20 copies+54Stale Machine Learning Model — Scikit-Learn Pipeline
Advanced code generation prompt. Machine Learning Model with customizable parameters for professional results.
DeepSeek V3Claude Code
#scikit-learn#ml#pipeline+2
477 views30 copies+53Aging DynamoDB Access Pattern — Single Table Design
Advanced code generation prompt. DynamoDB Access Pattern with customizable parameters for professional results.
Gemini Code Assist
#access-pattern#nosql#dynamodb+2
572 views35 copies+52Stale CodeYour contentIntermediate Prisma Schema + Migration — Relational DB
Intermediate code generation prompt. Prisma Schema + Migration with customizable parameters for professional results.
Claude CodeCursor
#database#orm#migration+2
416 views19 copies+52Aging Fine-Tuning Data Prep — Dataset Formatter & Validator
Advanced code generation prompt. Fine-Tuning Data Prep with customizable parameters for professional results.
Copilot (GitHub)
#ml#data-prep#validation+2
364 views18 copies+52Aging Electron IPC Bridge — Secure Main/Renderer Communication
Advanced code generation prompt. Electron IPC Bridge with customizable parameters for professional results.
Copilot (GitHub)
#bridge#electron#security+2
561 views17 copies+51Aging SVG Icon Component — Accessible + Animated
Craft svg icon component with this structured code prompt. Adjustable variables let you fine-tune the output.
Claude CodeCursor
#accessible#svg#icon+2
255 views16 copies+51Aging OpenAI Function Calling — Tool Use Agent
Advanced code generation prompt. OpenAI Function Calling with customizable parameters for professional results.
Claude CodeCursor
#openai#function-calling#tool-use+2
255 views31 copies+51Aging CodeYour contentIntermediate React Component Generator — TypeScript + Tailwind
Intermediate code generation prompt. React Component Generator with customizable parameters for professional results.
Claude CodeCursor
#react#tailwind#typescript+2
204 views23 copies+51Aging Playwright Visual Regression — Screenshot Comparison
Advanced code generation prompt. Playwright Visual Regression with customizable parameters for professional results.
Copilot (GitHub)
#playwright#testing#ci+2
450 views36 copies+50Aging CodeYour contentIntermediate SvelteKit Route — Load Function & Form Actions
Craft sveltekit route with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)
#sveltekit#svelte#routing+2
400 views23 copies+50Aging CodeYour contentIntermediate GraphQL Schema Designer — From Requirements
Craft graphql schema designer with this structured code prompt. Adjustable variables let you fine-tune the output.
Claude CodeCursor
#design#api#graphql+2
539 views36 copies+49Aging CodeYour contentIntermediate Nginx Configuration — Reverse Proxy + SSL
Craft nginx configuration with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)Claude Code
#webserver#reverse-proxy#config+2
245 views27 copies+49Aging Cron Job Manager — Scheduled Tasks in Node
A beginner-level code prompt for creating cron job manager. Fill in the variables to customize the output for your specific needs.
Copilot (GitHub)Claude Code
#automation#node#cron+2
240 views18 copies+48Aging CodeYour contentIntermediate Bun HTTP Server — Ultra-Fast TypeScript Backend
Craft bun http server with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)
#http#server#bun+2
144 views22 copies+48Aging CodeYour contentIntermediate CSP Header Generator — Content Security Policy
Craft csp header generator with this structured code prompt. Adjustable variables let you fine-tune the output.
Gemini Code Assist
#headers#security#web+2
564 views24 copies+47Aging CodeYour contentIntermediate Python Data Pipeline — ETL with Pandas
Intermediate code generation prompt. Python Data Pipeline with customizable parameters for professional results.
DeepSeek V3Claude Code
#automation#pandas#python+2
282 views28 copies+47Aging CodeYour contentIntermediate Code Splitting Config — Dynamic Import Strategies
Craft code splitting config with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)
#webpack#code-splitting#dynamic-import+2
188 views34 copies+47Stale CodeYour contentIntermediate Input Sanitizer — XSS & Injection Prevention
A intermediate-level code prompt for creating input sanitizer. Fill in the variables to customize the output for your specific needs.
Copilot (GitHub)
#injection#xss#validation+2
184 views31 copies+46Stale Event Sourcing — CQRS Command & Query Pattern
Advanced code generation prompt. Event Sourcing with customizable parameters for professional results.
Copilot (GitHub)Gemini Code Assist
#cqrs#patterns#event-sourcing+2
405 views25 copies+45Aging TypeScript Type Wizard — Complex Generics
A advanced-level code prompt for creating typescript type wizard. Fill in the variables to customize the output for your specific needs.
Claude CodeCursor
#advanced#types#generics+2
180 views27 copies+45Aging React Server Components — Data Patterns
Master React Server Components data fetching patterns. Server-only queries, streaming with Suspense, waterfall prevention, and cache strategies.
Copilot (GitHub)Claude CodeCursor
#rsc#react#suspense+2
730 views211 copies+43Fresh CodeYour contentIntermediate SQLite Full-Text Search — FTS5 Index & Query
Intermediate code generation prompt. SQLite Full-Text Search with customizable parameters for professional results.
Copilot (GitHub)
#query#fts5#database+2
215 views28 copies+43Aging CodeYour contentIntermediate Rate Limiter Implementation — Token Bucket
Craft rate limiter implementation with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)Claude Code
#algorithm#token-bucket#api+2
172 views24 copies+43Aging