pencil20388-engpencil20388-engCommunity·1 Agent Skills Included

stop-slop-zh

Remove robotic patterns from Chinese writing automatically

Rewrites Chinese text to eliminate formulaic filler phrases, numbered lists, and stiff textbook structures. Bans over 30 clichéd expressions and AI-favored punctuation like colons and em-dashes, replacing them with natural colloquial phrasing. Runs a four-layer quality check after every draft and outputs a structured report so content reads like a real person wrote it.
npx skills add pencil20388-eng/stop-slop-zh --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install stop-slop-zh?

Run `npx skills add pencil20388-eng/stop-slop-zh --all -g -y` in your terminal to install it globally.

How to make Chinese AI writing sound human?

This skill bans formulaic connectors, numbered structures, and stiff punctuation, then injects natural colloquial phrases so the output reads like a real person talking.

What does the four-layer quality check do?

It scans for banned words and punctuation, checks style consistency, verifies every claim has concrete data or examples, and does a final human-feel review with a written report.

Does stop-slop-zh work with Cursor and Codex?

Yes. It follows the universal SKILL.md standard and works with Claude Code, Cursor, Codex CLI, and Gemini CLI.

How is this different from the English stop-slop?

It targets Chinese-specific patterns like 「综上所述」 and 「值得注意的是」, bans colons and em-dashes, and includes a 50+ phrase colloquial library built for Chinese prose.

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