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Write a Minimal Reproduction

Added 2026-11-01

Compress the bug to the fewest steps so someone else can reproduce it on the first try.

Here is a bug report. Write a minimal reproduction: 1) environment — version, config, only what matters; 2) input data as the smallest sample, not the whole file; 3) numbered steps, eight at most; 4) expected versus actual; 5) which step can be dropped and still reproduce, and which one cannot; 6) one assertion that would verify the fix. Do not explain the cause, just the reproduction.
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How to use

能一次复现的 bug,才修得快。

Try tweaking it

  • Have it restate requirements and constraints before writing code.
  • Ask for the smallest change plus a rollback path, not a full-file rewrite.

What you should get

  • A minimal, runnable change with copy-ready code
  • Impact list: which files and call sites must follow

Common mistakes

  • Asking it to touch ten files at once, then losing track of what broke what.
  • Pasting only the error, with no code or version, and getting an unfixable answer.

How to check the output

  • The change runs, can be rolled back, and touches nothing unrelated.
  • Edge cases (empty, oversized, concurrent) are covered or explained.

Where it works

  • Good for: having it restate requirements and constraints, then propose the smallest runnable change.
  • Watch out: include versions and a minimal reproduction with the error, or the fix may look plausible but not fit.

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