humanize-chineseDetect and humanize AI-generated Chinese text. 20+ detection categories, weighted 0-100 scoring with sentence-level analysis, 7 style transforms (casual/zhih...
Install via ClawdBot CLI:
clawdbot install swaylq/humanize-chineseGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/voidborne-d/humanize-chinese.gitAudited Apr 16, 2026 · audit v1.0
Generated Mar 2, 2026
Agencies can use this skill to humanize AI-generated drafts for clients, ensuring blog posts, social media captions, and articles sound natural and engaging. It helps adapt content to specific platforms like WeChat or Xiaohongshu, saving editing time and improving authenticity.
Researchers and students can refine AI-assisted drafts for papers or reports by applying the academic style transform. It removes colloquialisms and ensures formal, precise language while detecting and fixing repetitive structures common in AI-generated text.
Online retailers can generate and humanize product descriptions to match platform styles, such as enthusiastic Xiaohongshu posts with emojis or casual social media blurbs. This enhances customer engagement and boosts sales by making content relatable.
Companies can polish internal documents, newsletters, or external announcements to sound more human and less robotic. The formal scene and style transforms help maintain professionalism while avoiding AI patterns that reduce readability and trust.
Writers and editors can use the literary style transform to add poetic flair to AI-generated drafts for stories or essays. It helps inject emotional depth and varied sentence structures, making creative works more expressive and less formulaic.
Offer a cloud-based API or web tool with tiered subscriptions for individuals, teams, and enterprises. Revenue comes from monthly or annual fees based on usage limits, style transforms, and priority support, targeting content creators and businesses.
Provide a free basic version with limited styles and detection, and a paid pro version with all features, batch processing, and integrations. Revenue is generated through one-time purchases or upgrades, appealing to freelancers and small agencies.
License the skill as a Python library or API for integration into existing platforms like CMS, marketing tools, or educational software. Revenue comes from licensing fees per user or transaction, targeting tech companies and large organizations.
💬 Integration Tip
Integrate via command-line scripts or Python modules; start with detect_cn.py to assess AI patterns before applying humanization for best results.
Scored Apr 19, 2026
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