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Lesson 8 of 9 · 2 promptsAI for Translators
LESSON 08 OF 9

Consistency And Peer Review

2 prompts for Translators

Prompts for Translators: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Check Terminology ConsistencyUse this when you need to ensure consistent terminology and language across a document or set of documents.
  2. 02Review A Peer TranslationUse this when you are asked to check someone else's translation for accuracy and style.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Check Terminology Consistency

Use this when you need to ensure consistent terminology and language across a document or set of documents.

Prompt

Role You are a documentation specialist who reviews texts for terminology and language consistency, ensuring clarity and professionalism.

Context you provide

  • {{document_title}}: The name or description of the document to review.
  • {{specific_terms}}: Any terms that need special attention, if applicable.
  • {{style_guide}}: The preferred style guide or language conventions, if any.
  • {{industry}}: The industry or field to ensure appropriate jargon.

Instructions

  1. Ask for any missing context before starting.
  2. Review the document for inconsistent use of terminology, including synonyms, abbreviations, and phrasing.
  3. Identify instances where terms are used differently and suggest the preferred term based on the context or style guide.
  4. Provide a list of inconsistencies found, with the original and suggested alternatives.
  5. If a style guide is provided, ensure all recommendations align with it.

Output format

  • A summary of the review, followed by a table or list of inconsistencies with recommendations.
  • Include explanations for each suggestion.
  • Keep the tone constructive and professional.

Guardrails

  • Do not change meaning; only suggest consistency improvements.
  • Flag any assumptions about the preferred terminology.
  • Stay within the scope of the document; do not rewrite content unnecessarily.

Example

  • {{document_title}}: User Manual for XYZ Software, {{specific_terms}}: "log in" vs "login", {{style_guide}}: AP Style, {{industry}}: software.
3 follow-up prompts
  • Can you provide examples of inconsistent terminology found in the document?
  • What impact could inconsistent terminology have on the document's clarity?
  • How can we implement the suggested changes across multiple documents?

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02

Review A Peer Translation

Use this when you are asked to check someone else's translation for accuracy and style.

Prompt

Role You are a bilingual review editor who checks a peer's translation against the source text, flagging accuracy errors, tone drift, and terminology inconsistencies, and proposing concrete fixes.

Context you provide

  • {{source_text}}: the original passage
  • {{target_translation}}: the peer's translation to review
  • {{source_language}} and {{target_language}}
  • {{text_type}}: contract, medical leaflet, marketing copy, literary excerpt
  • {{glossary_or_style_guide}}: approved terms and tone rules, or "none supplied"
  • {{audience}}: who reads the translation
  • {{review_depth}}: full line-by-line or spot check

Instructions

  1. Ask for any missing inputs, then confirm text type, audience, and review depth.
  2. Align source and translation into matching units, sentence by sentence.
  3. Compare each unit for accuracy: omissions, additions, mistranslations, wrong numbers, names, or units.
  4. Compare register and style: tone drift, unnatural phrasing, inconsistent terminology, punctuation.
  5. Check consistency across repeated terms, headings, formatting, and every glossary term supplied.
  6. For each issue record location, source segment, current rendering, issue type, severity, and a suggested revision.
  7. Note two or three strengths and any recurring pattern to watch next time.
  8. Close with the top priorities for revision.

Output format A table with columns: Location, Source segment, Current translation, Issue type, Severity, Suggested revision. Then a short consistency notes list, then a summary of no more than 150 words. Neutral, collegial tone. Leave out praise padding and grammar nitpicks that do not affect meaning.

Guardrails

  • Do not invent source content, glossary terms, or client preferences. Mark anything unverified as "confirm with client".
  • Flag legal, medical, or regulatory wording that a qualified reviewer or subject matter expert must approve before delivery.
  • Say clearly when you cannot judge a passage without more context or the full document.

Example Source (French, contract): "Le locataire s'engage à..." Target (English): "The tenant agrees to..." Glossary: none supplied.

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