Is the Stop AI Slop (Chinese) skill free?

Yes. The skill itself is free from VincentOld/stop-slop-zh. SkillProof publishes the install command and an independent test verdict at no cost.

What is the Stop AI Slop (Chinese) SkillProof Score?

9.2/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 5/5.

How do I install Stop AI Slop (Chinese)?

Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.

Can I use Stop AI Slop (Chinese) with Cursor, Copilot, Gemini CLI, Codex or other AI tools?

The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.

Stop AI Slop (Chinese)

Eight rewrite rules that strip Chinese AI-slop: cliches, parallels, slogans

by VincentOld · VincentOld/stop-slop-zh

Tested · Works

Install — copy the command Download source ↗

Test report

Verdict: Tested · Works
Score: 9.2/10
Tested: Jul 17, 2026
Environment: Claude Code 2.x (agent harness)
Upstream re-checked: Jul 30, 2026 · 33c1a7b

⚠ This skill is no longer available upstream. Our re-check on Aug 10, 2026 couldn't find it any more (SKILL.md unreadable at SKILL.md). The test below is what we measured on Jul 17, 2026 and we're leaving it up as a record — but there is nothing left to install, so we've removed the command.

Fed it a typical AI-flavored Chinese paragraph: the source scored 25 banned-marker hits (shouxian/qici connectors, nominalized verbs, a slogan ending) with zero concrete details, a plain no-skill rewrite still kept 3 markers and zero specifics, while the skill rewrite hit 0 markers and forced in 4 concrete specifics (15 min down to 2 min, two named actors) as rule 7 demands. The 264-line phrase blacklist matches the README's claims, and the honest 'when NOT to use this' section (legal text, official documents, academic prose) held up. A clear, countable delta over the no-skill baseline.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

Installs cleanly 5/5
Triggers reliably 5/5
Output vs. baseline 8/10
Docs & honesty 5/5

What Stop AI Slop (Chinese) does

Detects and removes the fingerprints of Chinese AI-generated writing: stock openers, triple parallel structures, nominalized verbs, abstract subjects and slogan endings. Includes eight rewrite rules, a ~200-entry phrase blacklist, a five-dimension scoring rubric and before/after examples for WeChat, Xiaohongshu, official and academic writing. Triggers when you ask to de-AI, humanize or naturalize Chinese text.

How to install Stop AI Slop (Chinese)

Nothing to install: the source repository no longer has this skill. If the author brings it back, our daily re-check will pick it up and the command will reappear here.

Commands — how to trigger Stop AI Slop (Chinese)

/stop-ai-slop-zh Eight rewrite rules that strip Chinese AI-slop: cliches, parallels, slogans

It also activates on plain-language prompts like these:

帮我把这段介绍AI应用的文字里的AI味彻底去掉,改得更像是真人写出来的自然文案吧
这段小红书种草文案读起来实在是太像AI生成的了,帮我润色成更加真实自然的口吻好吗
去掉这篇公众号稿子里那些套话、三段式排比句和口号式结尾,让文字写得更实在具体一些吧

Frequently asked questions

Is the Stop AI Slop (Chinese) skill free?: Yes. The skill itself is free from VincentOld/stop-slop-zh. SkillProof publishes the install command and an independent test verdict at no cost.
Does Stop AI Slop (Chinese) work with Claude Code?: We tested it with Claude Code 2.x (agent harness) on Jul 17, 2026. Verdict: Tested · Works. Fed it a typical AI-flavored Chinese paragraph: the source scored 25 banned-marker hits (shouxian/qici connectors, nominalized verbs, a slogan ending) with zero concrete details, a plain no-skill rewrite still kept 3 markers and zero specifics, while the skill rewrite hit 0 markers and forced in 4 concrete specifics (15 min down to 2 min, two named actors) as rule 7 demands. The 264-line phrase blacklist matches the README's claims, and the honest 'when NOT to use this' section (legal text, official documents, academic prose) held up. A clear, countable delta over the no-skill baseline.
What is the Stop AI Slop (Chinese) SkillProof Score?: 9.2/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 5/5.
How do I install Stop AI Slop (Chinese)?: Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Stop AI Slop (Chinese) with Cursor, Copilot, Gemini CLI, Codex or other AI tools?: The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.