humanizer-zh

name	humanizer-zh
description	中文去AI味 skill。社媒内容完稿前必须过一遍。优先调用 `autocrew_humanize`，把 AI 痕迹清掉，再决定是否需要人工二次润色。

Humanizer ZH

Purpose

Make Chinese social content feel less generic, less essay-like, and closer to natural human expression.

Rules

1. Run this as the final pass after writing or rewriting.
2. Prefer the autocrew_humanize tool over manual cleanup.
3. If the output still sounds generic, do one more focused rewrite instead of adding more buzzwords.

Tool Usage

For a saved draft:

{
  "action": "humanize_zh",
  "content_id": "content-xxx",
  "save_back": true
}

For raw text:

{
  "action": "humanize_zh",
  "text": "待处理文本"
}

Completion

Report:

• how many classes of issues were fixed
• the top 3-5 meaningful changes