Contextual Translation Fixer

Correct a mistranslated phrase by providing the original context.

Updated Jul 23, 2026

Why it works: It addresses real translation errors caused by missing context, which standard tools miss.

💡 The original prompt — works in any model. Start here, then tune per model.

Fill in the blanks — your answers carry across every model

Original PhraseIn a few words — whatever fits your situation.Source Languagee.g. English · SpanishTarget Languagee.g. Spanish · JapaneseContexte.g. I run a small bakery and sales dipped this month · I'm switching careers after 10 years in retail

fill the blanks above ↑

🔀 Remix this prompt — make it yoursremixes credit the lineage & grow your garden

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Contextual Translation Fixer

Correct a mistranslated phrase by providing the original context.

Updated Jul 23, 2026

Why it works: It addresses real translation errors caused by missing context, which standard tools miss.

💡 The original prompt — works in any model. Start here, then tune per model.

Fill in the blanks — your answers carry across every model

fill the blanks above ↑

🔀 Remix this prompt — make it yoursremixes credit the lineage & grow your garden