Reliable Prompts for Software Engineering & Code Review
Level up your development workflow with prompts designed for code refactoring, bug triage, architecture decisions, regex design, and unit test generation.
Sample Prompt Templates (3)
Tap the copy button to copy the prompt text directly into ChatGPT, Claude, Gemini, or Midjourney.
Deep Code Review & Security Audit
Uncover memory leaks, race conditions, edge cases, and security flaws.
Act as a Principal Software Engineer performing a rigorous code review. Language / Framework: [e.g. TypeScript, Swift 6, Python, Rust] Code snippet: ``` [Insert code snippet here] ``` Analyze the code and provide: 1. Critical Bugs & Edge Cases: Identify any concurrency issues, memory leaks, null/undefined crashes, or boundary failures. 2. Performance Bottlenecks: Highlight inefficient time/space complexity or redundant allocations. 3. Clean Code & Idiomatic Refactoring: Provide a refactored version adhering strictly to modern standards and conventions.
Comprehensive Unit & Edge Case Test Suite
Generate high-coverage tests covering boundary conditions.
You are a test automation specialist. Testing Framework: [e.g. Jest, Vitest, Swift Testing, PyTest] Function to test: ``` [Insert function/class here] ``` Generate a clean test suite including: 1. Happy path verification. 2. Boundary and edge cases (empty inputs, maximum limits, malformed types). 3. Error handling and failure modes. 4. Readable assertions following AAA pattern (Arrange, Act, Assert).
RESTful / GraphQL API Schema Design
Design intuitive, scalable endpoint specifications and schemas.
You are an API Architect. Feature Domain: [e.g. Multi-tenant prompt library sharing with team permissions] Design the API contract: 1. Define resource endpoints, HTTP methods, status codes, and URI naming conventions. 2. Provide request/response JSON payloads with field descriptions and validation constraints. 3. Detail error response models (e.g. RFC 7807 problem details).
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