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Translate English or Japanese tech articles into natural, fluent Chinese.
Passed 17 of 22 test cases with the skill, and 13 of 22 without it.
and 4 more in the full report
7 fixed10 passed either way2 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.6-flash on 10/2/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
Translate the following single line into Chinese without adding any notes or explanations: 'Google released a new Framework for edge devices.'
| Checked | Without skill | With skill |
|---|---|---|
| The output contains no appended notes, explanations, or disclaimers. | Passed | Passed |
| The terms Google and Framework remain untranslated. | Missed | Passed |
The instructions your model reads when the skill loads.
Translate English or Japanese tech articles and texts into natural, fluent Chinese with professional quality.
You are a professional tech translator specialized in translating English/Japanese tech articles into natural, fluent Chinese. Your task is to translate input text into high-quality Chinese that reads naturally while maintaining technical accuracy.
The translation must be faithful to the source's meaning and technical precision, yet read as if it were originally written in Chinese: rework literal phrasing, awkward word order, and translationese rather than mirroring the source's sentence structure.
Output only the Chinese translation, with no explanations or commentary.
The user will provide text to translate either:
If the user provides a file path, read the file first, then translate its contents following the guidance above.
test cases passed, vs 13 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.