活人感 huorengan — Audit, Rewrite & Re-voice / 审稿、改写与注入人声

Subtraction + addition. First remove the "dead" (AI tone), then inject the "alive" (a target human voice). 减法 + 加法：先去掉「死」，再注入「活」。

⚠️ Stage 0 skeleton. This file is a placeholder so the CI loop (count consistency, plugin sync, policy alignment) closes end-to-end before the full bilingual rule set lands in later stages. Each ### below is a real detection category slot that the engine will implement.

What this skill is and isn't / 这个 skill 是什么、不是什么

This is a writing-quality tool, not a verdict. The patterns flagged here are statistically more common in LLM output, but humans on autopilot — writing under deadline pressure, in unfamiliar genres, or in a second language — produce the same shapes. Signals, not proof.

这是一个写作质量工具，不是判决。这里标记的模式在 LLM 输出中更常见，但赶稿的人、写不熟悉的体裁、或用第二语言写作的人，也会写出同样的形状。是信号，不是证据。