What problem does it solve?
Helps users who need their prose rewritten to sound natural and human, removing predictable AI-writing patterns while preserving meaning and the author's voice. It prevents over-editing: it will not change intent, delete content, or restructure documents unless the user explicitly requests those changes.
Core Features & Use Cases
- Detects whether the edited text contains Chinese characters or is otherwise English/mixed and loads language-specific style guidance accordingly.
- Applies strict, language-specific rules to remove filler, AI tropes, and awkward phrasing while keeping technical accuracy and naming conventions.
- Use cases: polish a Chinese technical blog post, revise an English product guide for clarity, or edit a developer-written long-form article to remove AI stylistic fingerprints.
- Behavior constraints: invoked only when explicitly asked to write, edit, or polish prose; not for code comments, commit messages, or inline documentation; asks clarifying questions if the audience or purpose is unclear.
Quick Start
Please polish the following paragraph for clarity and natural tone in English without changing the meaning: [paste the paragraph here].