Coding prompts

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ChatGPT

Get a systematic diagnosis of a bug: likely cause, minimal fix, and the test that proves it.

ChatGPT

Review code for correctness, security, performance and readability with severity-ranked findings.

ChatGPT

Understand inherited code fast: what it does, why, its dependencies and where it breaks.

ChatGPT

Get a clean REST design with resources, status codes, validation, pagination and error shapes.

ChatGPT

Turn a reporting question into correct SQL, then optimise it with indexes and an execution plan review.

ChatGPT

Produce tests that cover real behaviour and edge cases instead of trivially asserting implementation details.

ChatGPT

Restructure messy code in small, verifiable steps without changing observable behaviour.