Detect and rewrite 24 AI-writing patterns in Chinese text.
npx skills add https://github.com/GACLove/feishu-aily-skills --skill humanizer-zh-gaclove
Please help me install this Agent Skill. Skill: humanizer-zh Source: https://github.com/GACLove/feishu-aily-skills/tree/main/skills/humanizer-zh Command: npx skills add https://github.com/GACLove/feishu-aily-skills --skill humanizer-zh-gaclove
Humanizer-zh detects and removes common AI-generated writing patterns from Chinese text so the output reads more naturally and authentically for human readers. It helps editors and content creators avoid mechanical phrasing, promotional tones, empty disclaimers, and other statistical artifacts typical of LLM outputs while preserving original meaning.
Use humanizer-zh to rewrite the provided Chinese text to remove AI writing patterns while preserving meaning and tone and return a revised version plus a brief summary of changes.
High-intent search queries and answers about installing and using this skill.
To make AI-generated Chinese text sound human, this Skill identifies 24 distinct AI-writing patterns and rewrites flagged fragments to restore natural rhythm while preserving the original meaning and tone.
Common AI writing patterns in Chinese content include overgeneralization, promotional language, filler phrases, and excessive dash use, which this tool detects and highlights for editorial review.
You remove AI stylistic traces from academic abstracts by applying context-preserving rewrites that vary sentence length and inject human perspective while keeping facts consistent.
Yes, the humanizing tool provides a 1–50 quality score and a brief summary of changes to help reviewers prioritize revisions and evaluate the revised Chinese text.
You can use this to humanize machine-generated internal reports and blog posts, as it targets editorial review scenarios by eliminating mechanical phrasing and statistical artifacts typical of LLM outputs.
The best way to avoid promotional tones and empty disclaimers in AI Chinese content is to run it through pattern-driven detection that targets these specific AI artifacts and rewrites them naturally.
pbweb-studioRewrite Chinese text to remove detectable AI-generated writing patterns.
HosungYouChecks citation preservation, statistical accuracy, meaning retention and academic tone in transformed texts.
z4nr34lDetect AI-writing patterns and rewrite text to sound natural.
zc277584121Rewrite Chinese or English text to reduce AI writing patterns.
