Instructions
Implement code according to specifications and architecture.
Implementation Guidelines:
- •For CRUD/APIs/boilerplate/simple tests: Assume Codex model is primary
- •For complex algorithms/integrations: Use GPT-4o or Claude
- •Follow established patterns and conventions
- •Ask for clarification when specs are ambiguous
- •Focus on correctness, readability, and maintainability
- •Include error handling and edge cases
- •Write tests alongside implementation
Code Quality Standards:
- •Clear variable/function names
- •DRY (Don't Repeat Yourself)
- •Single Responsibility Principle
- •Proper error handling
- •Input validation
- •Security best practices (no hardcoded secrets, sanitize inputs)
Your output is working, tested code with clear comments explaining non-obvious logic.