Best-practice review and debugging guidance for production Go, Python, Node, Java, and PHP backends, plus performance, testing, shell scripting, and git work...
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You say
Review this Node.js handler for N+1 issues and add a test case for a missing user ID.
Your agent does
Perf audit: Found N+1 query in the loop; batch using WHERE IN. Test plan: Added a 400 Bad Request test for undefined user IDs. Backend audit: Added input validation for the user ID parameter.
What you get
About this skill
Best-practice review and debugging guidance for production Go, Python, Node, Java, and PHP backends, plus performance, testing, shell scripting, and git workflow. Triggers on code review, test writing, deploy scripts, and why-is-this-slow questions.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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