AI Agent Hub
Back to skills
✍️

Translation Polish

Content Creation Updated 2026.08.30

Paste the following prompt into your AI chat to install this skill:

Please install @user_cb37ec27/dw-translation-polish according to https://skillhub.cn/install/skillhub.md.

About this skill

Problem

Machine translations are often understandable, but they still read like text moved awkwardly from another language: long sentences, weak subject-verb clarity, excessive passive voice, and register that does not match the context. For engineers, the issue is not only whether the meaning is correct, but also whether terms stay consistent, whether commands and fields remain unchanged, and whether the text can be used directly in PRs, issues, or API docs.

How It Works

Translation Polish is a workflow-based skill. Input can be source and translated text, or source text and target language. The agent follows these steps:
- Identify the text type and audience, such as technical notes, product copy, or internal discussion;
- Remove redundancy, adjust passive constructions and long clauses, and make the target text more direct;
- Preserve API names, parameters, commands, camelCase, and official product wording to avoid accidental changes made for fluency;
- Output a natural revised version and briefly explain key changes, making review easier.

Boundaries

It is best for language-level polishing of existing translations, especially removing machine tone and aligning register. If the content involves contracts, compliance, medical domains, or highly specialized terminology, a domain owner should still review it. The skill provides readability, terminology preservation, and change notes, but it does not replace a full localization process.

Use Cases

  • Polish a Chinese draft of an English issue, rewrite passive clauses and long sentences into clearer wording, and preserve error codes and field names.
  • Refine a product changelog translated from English into Chinese for developers, remove promotional tone, and explain the key wording changes.
  • Review Chinese API docs for consistent terms such as `request` and `timeout`, then rewrite awkward sentences into a readable version.
  • Turn a machine-translated internal technical discussion into clean Chinese suitable for a design doc, while marking which terms were intentionally left unchanged.

Best For

  • Engineers maintaining Chinese docs for open-source repos who need readable Chinese versions of English issues and PR descriptions.
  • Technical writers updating API docs who need consistent terminology and no awkward machine-translation tone.
  • Localization editors translating product notes or release notes into Chinese who need a natural draft and a brief explanation of key changes.
  • Architects who must summarize design decisions in Chinese but start from stiff English drafts for cross-team review.