Humanizer-zh
Humanizer-zh is a Chinese text polishing skill designed for OpenClaw ecosystem Agents. Its primary function is to identify and refine verbose, repetitive, or templated expressions in articles, comments, and documents, while strictly preserving factual accuracy, certainty, and the author's original voice. Operating as an Agent-executed editing guide, it processes text or files based on predefined editing principles and a comprehensive pattern catalog (e.g., 31 checkpoints across A-F categories). The skill intelligently identifies and corrects problematic phrasing, delivering a refined output that remains true to the original intent without fabricating information or altering the author's stance. It supports various text styles, such as technical reviews and bug reports, ensuring polished text remains professional and aligned with author intent.
- Advanced Chinese text polishing, identifying and eliminating verbosity, repetition, and templated expressions
- Strictly preserves original facts, certainty, author's stance, and unique voice
- Employs 31 detailed editing patterns (A-F categories) for professional-grade revision
- Supports text pasting and file editing (e.g., Markdown), directly outputting final revised drafts
- Easy integration with Agent environments like Claude Code, supporting npx one-click installation