
Have your agent edit stiff, formulaic Simplified Chinese into natural prose, keeping the facts, judgments, register and the author's voice.
by LifelongLazyLearner· WritingUnclaimed · Yours? Claim it
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About
qu-ai-wei ("remove the AI flavour") is an open-source editing skill by LifelongLazyLearner for Simplified Chinese. It restructures sentences, paragraphs and long pieces to clear out stock phrases, mechanical structure, translationese and over-tidy parallelism, without inventing opinions, experiences or details. What you can do with it - Cut empty openings, emphasis cues and slogans while keeping every stated fact and number - Fix patterns readers notice, such as grand "against the background of" openers, forced "not X but Y" contrasts, needless first/second/finally lists and buzzwords like 赋能 and 闭环, when they add nothing - Keep technical terms, causal links and formality intact in technical, official and academic writing - Leave writing that already sounds like a person alone unless you ask for a rewrite - Get just the final text, or the edit with notes on what changed How it connects - Install it with npx skills add https://github.com/LifelongLazyLearner/qu-ai-wei, which finds the coding agents on your computer. - Then paste your text and ask it to make the Chinese more natural. Good to know - It treats these patterns as editing cues, not as a way to judge who wrote a text, and it won't help get around AI-use policies. - It stops if your text contains passwords, API keys or other credentials. - It doesn't translate or write from scratch. The method was inspired by the humanizer skill. - It's open source under the MIT licence.
Skills people install alongside qu-ai-wei.
Once it’s added
“Make this Chinese paragraph sound more natural, but keep every number.”
“去掉这段文字的 AI 味。”
“Tighten this report without making it casual.”
“Give me only the final text.”
“Edit this technical note but leave the terms alone.”
Before you add it
Reads only
The Simplified Chinese text you give it
Makes changes · your agent can ask first
Returns an edited version, with or without notes on the changes
From people who use it
Step by step
Nothing new reaches your agent until a person has looked at it.
Scanned on every change, and again when our rules improve.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit LifelongLazyLearner/qu-ai-wei ~/.copilot/skills/qu-ai-wei
Runs on your machine.
npx -y degit LifelongLazyLearner/qu-ai-wei ~/.cursor/skills/qu-ai-wei
Runs on your machine.
npx -y degit LifelongLazyLearner/qu-ai-wei ~/.claude/skills/qu-ai-wei
Runs on your machine.
npx -y degit LifelongLazyLearner/qu-ai-wei ~/.agents/skills/qu-ai-wei
Runs on your machine.
Runs on your machine.
npx -y degit LifelongLazyLearner/qu-ai-wei ~/.gemini/skills/qu-ai-wei
Runs on your machine.
npx -y degit LifelongLazyLearner/qu-ai-wei .agents/skills/qu-ai-wei
Runs on your machine.
npx -y degit LifelongLazyLearner/qu-ai-wei ~/.openclaw/skills/qu-ai-wei
Runs on your machine.
npx -y degit LifelongLazyLearner/qu-ai-wei ~/.config/opencode/skills/qu-ai-wei
Runs on your machine.
npx -y degit LifelongLazyLearner/qu-ai-wei ~/.hermes/skills/qu-ai-wei
Scanned and passed · checked 2 h ago
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Security scan
Passed
Safe to install in every agent it supports. Runs in your agent, as instructions.
Skills people install alongside qu-ai-wei.
Two documentation skills: HADS, a tagging convention people and AI both read well, and grounded vaults that trace every claim to its source.
Tw93's writing skill: rewrites and polishes Chinese or English prose so it reads naturally, cutting stiff, AI-sounding phrasing.