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Write Captions That Add Information

Added 2026-11-02

A caption should not describe the image again; it should add context from outside it.

Here are my article and image descriptions. Write a caption for each: 1) one line on why the image is here and how it relates to the text; 2) add one piece of information not visible in the frame — time, place, data source; 3) do not repeat the alt text; 4) keep it under 40 words; 5) say which image does not need a caption and is better without one.
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How to use

图注的职责是补充,不是重复。

Try tweaking it

  • Ask for three openings in different tones, then pick one.
  • Replace "make it better" with concrete limits: length, reader, facts to keep.

What you should get

  • A publishable draft, not an outline
  • A short changelog: what changed and why

Common mistakes

  • Letting it guess the facts, so plausible-looking sources get invented.
  • Dumping the whole text with just "polish it" — the result still has no point.

How to check the output

  • The conclusion comes first; deleting the opening paragraph does not break it.
  • Every fact, number and quote traces back to the source text.

Where it works

  • Good for: turning a rambling draft into a conclusion-first, shorter version.
  • Watch out: keep sources and figures verbatim — do not let it invent citations.

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