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Chinese Writing Agent Skill: Human Tone
An open-source agent skill that removes the formulaic 'AI voice' from Chinese text — it checks source material, enforces paragraph momentum, and cleans up the colons, dashes, and boilerplate patterns that mark AI-generated Chinese writing. Documentation and code are in Chinese; installs with a single message to your agent.
Human-Writing is an agent skill for Chinese content that first checks whether real source material exists before drafting, then enforces that each new paragraph adds a fresh fact, action, example, or consequence rather than repeating the previous one. After the draft it removes boilerplate sentence structures, colon-heavy openings, and 'model voice' patterns — a term Chinese writers use for the stilted, bureaucratic cadence of AI-generated text. It works for WeChat articles, Xiaohongshu posts, short fiction, dialogue, and scripts. The repository and its documentation are written in Chinese.
Why a vibe-coder should care
If you are building tools or content for the Chinese market and need AI to write WeChat articles, Xiaohongshu posts, or in-app copy that does not sound machine-generated, this skill shifts the output register without requiring you to tune the model or write your own prompts from scratch.
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