Community-tested prompts with real feedback, version history, and freshness signals.
96 prompts
Design or review a Django application using pragmatic production patterns.
Review React code for correctness, state design, performance, accessibility, and maintainability.
Review an API contract for clarity, consistency, security, and long-term maintainability.
Turn business rules into a normalized, queryable, and evolvable relational schema.
Diagnose slow PostgreSQL queries and recommend evidence-based fixes.
Design a pragmatic delivery and operations model for a software system.
Review a Dockerfile and container setup for size, security, caching, and runtime reliability.
Review Kubernetes manifests or Helm values for reliability, security, and operational readiness.
Design a fast, reliable CI/CD pipeline with safe promotion and rollback.
Create a phased cloud migration plan with dependencies, risk callouts, and rollback strategies.
Design an AWS architecture around workload requirements, not service count.
Design a production Azure architecture from workload, security, and operational requirements.
Review code for security vulnerabilities with exploitability and business impact in mind.
Analyze a dataset systematically and turn findings into decision-ready insights.
Translate business questions into correct, readable SQL with validation checks.
Review a dashboard for decision usefulness, metric integrity, and clarity.
Turn a product idea into a focused product requirements document.
Turn a feature requirement into an implementation-ready technical specification.
Run a realistic system-design interview with progressive requirements and feedback.
Review a proposed software architecture for complexity, coupling, reliability, and evolution risk.
Create developer documentation that helps a reader complete a real task quickly.
