1,147+ professional ready-to-use prompts
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Code Translation Between Languages
PlusCreate clear, well-structured technical documentation covering functions, APIs, and usage examples to streamline project maintenance and onb...
Unit Tests Writer
PlusReview code for common security vulnerabilities such as SQL Injection, XSS, and CSRF, and provide precise technical recommendations to harde...
React Performance Optimization Audit (Core Web Vitals + Bundle)
PlusFor engineers battling slow React apps: audit LCP/CLS/INP, expose wasteful re-renders and bundle bloat, deliver an actionable fix roadmap....
OAuth2/OIDC Authentication Flow Implementation Review
PlusFor security and backend engineers: audit OAuth2/OIDC to find CSRF, token leakage, JWT misconfiguration, with complete PKCE and rotating ref...
Debug & Fix
PlusOptimise code performance and application speed by identifying bottlenecks and applying appropriate optimisation techniques to reduce respon...
Dockerfile Multi-stage Build Review
PlusReview a Dockerfile across 10 dimensions (multi-stage, cache layers, image size, security, non-root user) with a buildable optimized version...
GitHub Actions CI/CD Review
PlusReview a GitHub Actions workflow across 10 dimensions (security, secrets, caching, concurrency, OIDC) with an optimized runnable version....
Terraform Module Review
PlusReview a Terraform module across 10 dimensions (state, providers, variables, outputs, composition, security) with actionable fixes....
GraphQL Schema Design + Resolver Review
PlusFor engineers building GraphQL APIs: audit schema for N+1 problems, over-fetching, and security gaps, with complete DataLoader and paginatio...
Redis Caching Strategy + Cache Invalidation Patterns
PlusFor backend engineers: design a robust Redis layer with Cache-Aside, Write-Through, TTL strategy, Cache Stampede prevention, and safe invali...
Load Testing Strategy (k6/Artillery) + Performance Budget
PlusFor engineers pre-launch: design k6/Artillery scenarios simulating real peak traffic, define performance budgets, and produce CI/CD-ready th...
Mobile App React Native Performance Review
PlusFor React Native engineers: audit JS Thread jank, FlatList rendering, and memory leaks with complete Hermes profiling and Flipper diagnostic...
Production-Readiness Code Review
PlusReview a pull request across seven axes (correctness, security, performance, readability, tests, error handling, design) with line-anchored ...
Behavior-Preserving Refactor in Small Steps
PlusRefactor tangled code into clean units through small behavior-preserving steps, with a safety-net test and complete final code free of any T...
Professional REST API Design with OpenAPI Contract
PlusDesign a consistent REST API (resources, verbs, status codes, pagination, errors, auth, versioning) with a valid OpenAPI 3.1 contract and co...
Correct and Optimized SQL Query with Execution Plan
PlusTurn a described requirement into a correct optimized SQL query, with execution-plan reasoning, suggested indexes, and performance alternati...
Precise and Safe Regex Builder with Tests
PlusTurn a text-pattern description into a correct regex for the target flavor, with part-by-part explanation, match/no-match cases, and ReDoS a...
Author a Multi-stage Dockerfile and Integrated CI Pipeline
PlusCreate a secure multi-stage Dockerfile and an integrated CI pipeline (build, lint, test, scan, deploy) that run as-is, with a non-root user ...
Complete API Contract with Valid OpenAPI Spec
PlusDesign a complete REST API contract as a valid OpenAPI 3.1 spec: paths, schemas, status codes, auth, and errors, without inventing nonstanda...
Secure Multi-Stage CI/CD Pipeline Design
PlusDesign a multi-stage CI/CD pipeline with quality gates, security scans, secret management, safe deployment, and rollback, without inventing ...
Caching Strategy Design with Consistent Invalidation
PlusDesign a multi-layer caching strategy with the right read/write pattern, consistent invalidation, and stampede handling, without inventing c...
Actionable Observability and Logging Design
PlusDesign a complete observability stack (structured logs, metrics, distributed tracing) with actionable alerts and sensitive-data protection, ...
Zero-Downtime Database Migration Plan
PlusDesign a zero-downtime schema or data migration using the expand-then-contract pattern, with backward compatibility, safe rollback, and veri...
Reproducible ML Model Training Pipeline
PlusDesign a reproducible ML training pipeline from data prep to evaluation and persistence, with seed pinning, experiment tracking, and data se...
End-to-End RAG System Design
PlusDesign a complete RAG system from chunking and embedding to source-grounded generation, with quality evaluation and document security, witho...
ML Model Evaluation with Task-Correct Metrics
PlusDesign a model-evaluation methodology that picks task-correct metrics and addresses imbalance, generalization gap, and bias, interpreting re...
Arabic NLP Text-Classification Pipeline
PlusDesign an Arabic text-classification pipeline handling normalization, tokenization, class imbalance, and correct-metric evaluation, with Ara...
Time-Series Forecasting Code with Sound Temporal Validation
PlusWrite a time-series forecasting pipeline handling seasonality, trend, and gaps, with sound temporal validation free of future leakage and co...
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