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Shuorenhua Chinese Editor

by ZoeusSkillWrite better

Rewrites AI-sounding Chinese text into plain wording you can send, keeping its facts

View on GitHub

The problem it solves

Your weekly update in Chinese opens with a greeting, says the same thing twice and ends with a thank-you nobody reads.

For People who write Chinese with AI helpReport and update writersWriters of Chinese public articles

Before
You delete stock phrases line by line, and the text still sounds like a machine wrote it.
After
You get the full text back without filler or repetition, with numbers, dates, conditions and your tone left as they were.
Stars
★ 2.4k
License
MIT
Cost
Free
Level
Beginner
Contents
Instructions only

Overview

Shuorenhua is a Chinese-first editing skill that cleans up drafts which read like AI output. You paste your text and a short request; it removes empty greetings, previews, stock phrases and repeated sentences, and returns the full edited text, while numbers, dates, conditions, commitments and your own tone stay as they were. It also edits English and can point out problems without rewriting. It suits anyone who writes reports, articles or messages in Chinese with AI help.

It is built for Chinese first and leaves text alone when nothing needs fixing, rather than rewriting everything into a new style.

Try these first

Start with the first one: it is a small task you can check easily.

  1. Remove the filler from this update and keep the facts and my tone: [paste text]First try · check the numbers

  2. Only clean up inside each sentence; don't delete or merge sentences: [paste text]

  3. Tone this down and make it plain, without the marketing feel: [paste text]

  4. Just mark the problems in this post, without rewriting it: [paste text]

Example prompts written by Agent Flows Hub.

What you get

From the creator's documentation.

OutputWhat it isReads
Filler removalCuts empty greetings, previews, thank-yous and stock phrasesWhat you paste
Facts keptKeeps numbers, dates, versions, conditions, commitments, quotes and termsWhat you paste
Edit scopeChoose free edits, sentence-level edits only, or in-place word changesWhat you paste
Plain toneSwaps hype words for plain ones and cuts empty slogans, only when you ask for itWhat you paste
Mark-only modePoints out problems with reasons, without rewriting the textWhat you paste

Good to know

You have a Chinese work update, post or message that reads like AI filler and want a version you can send as is. The skill deletes greetings, previews, stock phrases and repetition while keeping figures, conditions and your voice.

Limits

  • It does not judge whether a text was written by AI and does not promise to pass AI detectors. The author lists a case where a promise sentence was dropped, so compare the result with your original.
  • Edits are conservative by default: author judgments and promotional wording stay unless you ask it to tone them down, and long public articles get lighter edits.

Notes by (original project name: shuorenhua (说人话)), written from the creator's documentation, not from running it ourselves. shuorenhua: README and install · shuorenhua: skill instructions

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