anthropics / anthropics/knowledge-work-plugins

[marketing] Add Chinese content quality / anti-AI-slop skill

Open
#267 3 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
24k
Forks
2.9k
Avg merge
1d 16h
Merged PRs (30d)
149

Description

The marketing plugin currently has great skills for content creation, campaign planning, and SEO — but nothing for **content quality control**, especially for non-English content.

Chinese AI-generated content has distinct telltale patterns that are different from English (different filler phrases, punctuation habits, structural clichés). As more teams use Claude for Chinese content marketing, a quality check skill would be valuable.

I've built an open-source skill for this: [stop-slop-zh](https://github.com/pencil20388-eng/stop-slop-zh)

It includes:
- 30+ banned Chinese AI filler phrases
- Punctuation rules specific to Chinese typography (AI overuses colons, em-dashes, double quotes)
- 50+ recommended colloquial expressions for natural voice
- 4-layer quality check system (hard rules → style → content → human-feel)
- Before/after transformation examples

Happy to adapt this into the plugin format if the team thinks it's a good fit for the marketing plugin. Could also work as a standalone `content-quality` or `localization` plugin.

Contributor guide

No contributing guide indexed for this repository

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.