Code Review & Quality Prompts
Thorough inspection prompts designed to catch subtle race conditions, resource leaks, breaking API changes, and maintainability pitfalls before code merges to main.
Curated Prompts in Code Review & Quality
All CategoriesSpring Boot REST Service & JPA Code Review
Deep code review for Spring Boot services examining transaction boundaries, JPA N+1 queries, concurrency, and validation.
Next.js App Router & React Server Components Review
Review Next.js 14/15 App Router code for RSC boundaries, data fetching waterfalls, caching, and hydration safety.
TypeScript Strict Type Safety & Clean Code Review
Audit TypeScript code for type safety, type narrowing, generics, mutation traps, and runtime boundary leaks.
Pull Request Severity-Graded Code Review
Structured PR review prompt that categorizes findings into Blocker, Major, Minor, and Nitpick with actionable diffs.
Security Vulnerability & OWASP Code Audit
Audit backend and frontend code for OWASP Top 10 vulnerabilities, authentication bypasses, IDOR, and injection flaws.
Explore Other Prompt Domains
Browse prompts tailored for other engineering disciplines and workflows.
Debugging & Incident Analysis
Hypothesis-driven root cause analysis for production exceptions, memory leaks, and deadlocks.
Architecture & API Design
System design reviews, schema indexing, and backward-compatible REST/gRPC API contracts.
Testing & QA
Comprehensive test suite generation spanning boundary conditions, mutation tests, and mocks.
Refactoring & Modernization
Safe legacy codebase transformation, async modernization, and design pattern refactoring.
Agile, Scrum & Product Specs
User story refinement, Gherkin acceptance criteria, and atomic ticket task decomposition.
DevOps, CI/CD & Cloud
Multi-stage Docker optimization, Kubernetes manifests, and zero-downtime database migrations.
AI Coding Agents & Rules
Context prompts, .cursorrules generation, and autonomous subagent execution loops.