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what is renwei-writing fr?

orange2ai/renwei-writing — explained in plain English

Analysis updated 2026-05-18

477Audience · writerComplexity · 1/5LicenseSetup · easy

tl;dr

An agent skill that teaches AI to edit your writing for clarity without erasing the personal voice and feel of the original author.

vibe map

mindmap
  root((renwei writing))
    What it does
      Preserves author voice
      Prevents over polishing
      Post edit checklist
    Tech stack
      Markdown skill file
    Use cases
      Editing personal drafts
      Cleaning up speeches
      Chinese text writing
    Audience
      Writers
      Content creators
    License
      Free personal use
      Paid commercial license

Code map

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filefunction / class

what do people make with this?

VIBE 1

Hand a self-written article, speech, or social post to an AI for cleanup without losing your voice.

VIBE 2

Add a post-edit checklist that flags common signs of AI-sounding writing in Chinese text.

VIBE 3

Study a before-and-after case showing where AI polishing goes too far and how to fix it.

what's the stack?

Markdown

how it stacks up fr

orange2ai/renwei-writingkasothaphie/genrecons4rdenz/gta-5-mod-menu
Stars477478476
LanguagePython
Setup difficultyeasyhardeasy
Complexity1/55/52/5
Audiencewriterresearchergeneral

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · easy time til it works · 5min

Installed with a single git clone into a local skills folder, free for personal use, commercial use needs a separate license.

Free to use and modify for personal purposes, commercial use requires a separate paid license from the authors.

in plain english

This repository is a skill file for AI coding agents that addresses a specific problem: when you ask an AI to polish your writing, the result often reads cleaner but loses the feeling that a real person wrote it. The author noticed that each pass of AI editing made the text more refined but less personal, as if the person behind the words had stepped out of the room. After reflecting on what was missing, they concluded the issue is what they call "sense of existence" in the text: human writing carries traces of a specific person who paid a specific cost to write it, and AI revision tends to erase those traces. The repository packages the insights from that reflection into a single agent skill file. Once installed, it gives your AI agent a set of rules and principles for editing text in a way that preserves the author's voice rather than smoothing it away. The authors say it is especially useful in the scenario where you write a draft yourself (an article, a speech, a social post) and then hand it to an AI for cleanup: the skill tells the agent to edit the words without erasing the person behind them. The repository also includes a post-edit checklist that the agent can run after finishing, drawn from a Wikipedia guide on signs of AI writing and adapted for Chinese text. There is a case study showing the original draft, the over-polished version that went wrong, and the final version that got the balance right. Installation is a single git clone command into a local skills folder. The code is open source and free for personal use. Commercial use requires a separate license from the authors.

prompts (copy fr)

prompt 1
Use the renwei-writing skill to edit this draft without making it sound like AI wrote it.
prompt 2
Polish this article but keep my personal voice and the traces of how I actually wrote it.
prompt 3
Run the post-edit checklist on this text and flag anything that sounds too AI-polished.

Frequently asked questions

what is renwei-writing fr?

An agent skill that teaches AI to edit your writing for clarity without erasing the personal voice and feel of the original author.

What license does renwei-writing use?

Free to use and modify for personal purposes, commercial use requires a separate paid license from the authors.

How hard is renwei-writing to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is renwei-writing for?

Mainly writer.

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This repo across BitVibe Labs

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