A prompt for engineering decisions: architecture, test coverage and refactoring. Developers describe their codebase or a design decision and get a concrete recommendation with the trade-offs laid out.
What you get
- Architecture recommendations tied to the codebase or decision you describe
- Trade-off explanations, for example when event-driven decoupling reduces coupling but adds operational complexity
- Guidance on where to focus test coverage
- Refactoring recommendations for existing code
- A plain-text file, ai-software-engineering-assistant-skill.txt
Who it's for
Developers and tech leads at an advanced level who want a sounding board for design choices rather than generic best-practice lists. Every recommendation is tied to the specific situation you describe, including your traffic pattern and constraints, so the more context you give about your system, the more specific the answer.
Works with Claude, ChatGPT and other AI chats.