Human Writing — Makes AI-generated Chinese text sound like it was written by a real person, not a machine.
Analyzed by Sai Pavan Gopularam · AI · Writing Assistant · View on GitHub
- Stars: 3696
- Forks: 281
- Commits last 30 days: 0
- Health: Slowing (last push 37d ago)
- Language: Python
- License: MIT
What It Is
Imagine an AI that writes in Chinese, but instead of sounding like a bland, generic algorithm, it sounds like your witty, opinionated friend. That's what Human Writing aims to achieve. It's a set of rules and scripts designed to inject personality, nuance, and natural rhythm into AI-generated Chinese text. It even offers a 'lite' version that can be directly pasted into chat windows for immediate use.
The problem it solves is the common 'AI-flavor' in machine-written content – text that's grammatically correct but lacks soul, specific judgment, or natural flow. This project helps AI-generated Chinese content resonate more deeply with readers, making it suitable for blogs, social media, and even fictional narratives.
License Verdict
MIT License — Build and Sell Freely — Commercial Use Approved • No Copyleft Restrictions
The MIT License is highly permissive. You can use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the software. This means you can freely build commercial products and services on top of this project without worrying about open-sourcing your own code.
How to Use It
This project is designed as a 'skill' for AI agents, allowing them to produce more human-like Chinese text. You provide your agent with the repository URL for installation, or manually place the skill folder. For quick, direct use, a 'lite' markdown version is also available to paste into any chat window.
Prerequisites:
- AI Agent Platform
- Python 3.x
Estimated setup time: 5 minutes.
git clone https://github.com/KKKKhazix/human-writing.git
mkdir -p ~/.agents/skills/
mv human-writing/human-writing ~/.agents/skills/human-writing
# Then use the skill with your agent (example prompt):
# 使用 $human-writing，把我的材料写成一篇有活人感和中文韵律的作品。What I'd Build With This
AI Chinese Content Polisher for Bloggers (micro-saas)
Build a web-based tool where Chinese content creators can paste their AI-generated drafts. Your service uses the Human Writing skill to refine the text, removing 'AI-flavor' and adding a more personal, natural tone. Users pay per word or per document for enhanced content. Promote it on Chinese blogging platforms and content creator forums.
Effort: 3 Weeks Build Time · Target: Chinese Bloggers & WeChat Official Account Managers · Pricing: $19/mo or $0.01/word
Chinese Brand Voice Guard for Marketing Teams (saas)
Develop a SaaS platform that integrates with existing content management systems (CMS) or AI writing tools used by Chinese marketing agencies and e-commerce brands. This platform would automatically apply Human Writing's rules to all generated marketing copy, product descriptions, or social media posts, ensuring brand consistency and a human touch at scale. Offer custom rule sets for different brand voices.
Effort: 3 Months Build Time · Target: Chinese Marketing Agencies & E-commerce Brands · Pricing: $299/mo to $999/mo
Authentic Chinese News & Content Generation Engine (enterprise)
Offer a custom enterprise solution to large Chinese media outlets or news agencies. Integrate Human Writing directly into their internal AI news generation pipelines. This would ensure that automated news summaries, articles, or social media updates maintain journalistic integrity and a human-like narrative, avoiding generic or repetitive phrasing, especially crucial for sensitive topics or opinion pieces.
Effort: 6 Months Build Time · Target: Major Chinese Media Outlets & News Agencies · Pricing: $5,000/mo to $20,000/mo
Sai Pavan Gopularam's Take
This project nails a critical problem for AI content: making it sound human. Specifically for Chinese, it's a goldmine for anyone looking to differentiate their AI writing. I'd estimate a micro-SaaS built around this could easily generate $5k/month by charging per-document for 'humanization' services.
Watch Out For
- Chinese Language Specific: This skill is explicitly designed for Chinese language content. Its rules and checks are tailored to Chinese grammar, idioms, and common 'AI-isms' in Chinese writing, so it won't be directly applicable to other languages.
- Agent Platform Dependency: Human Writing is implemented as an 'AI Agent skill.' This means you'll need an existing AI agent platform (or build one) to utilize its capabilities, as it's not a standalone application or a direct LLM fine-tune.
- Ruleset, Not an LLM: This project provides a ruleset and scripts to guide an existing LLM's output. It does not include an LLM itself, nor does it provide training data or model weights. You'll need to supply your own underlying large language model.
- Project Activity: The repository shows slowing activity, with the last push 37 days ago and no commits in the last 30 days. While the core rules are likely stable, active development or quick bug fixes might not be a given.
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