Write CN (Humanize Chinese)
Guides LLMs to draft authentic, human-like Chinese text natively without synthetic boilerplate, artificial rhetoric, or predictable syntactic patterns.
Write CN acts as the foundational first stage in humanizing Chinese AI-generated text by guiding Claude to write naturally from the start rather than attempting to clean up corporate jargon and robotic tropes after the fact. Grounded in empirical linguistic analyses of real versus LLM-generated Chinese corpora, it enforces concrete material requirements, bans empty transitional padding and hype postures, varies sentence length and rhythm, and tailors constraints across genres like academic writing, tech reporting, and creative prose.
Key Features
01Enforces natural sentence rhythm and length variation based on real corpus research
02Defends against prompt injections disguised as source research or reference material
03Eliminates empty AI buzzwords, corporate rhetoric, and artificial parallelisms natively during drafting
0429 GitHub stars
05Requires concrete facts, comparative metrics, and named entities before composition begins
06Provides genre-specific guardrails for academic papers, popular science, workplace memos, and fiction
Use Cases
01Writing academic abstracts and research summaries that preserve natural scholarly tone without synthetic fabrication
02Authoring technical documentation and workplace updates with concrete metrics instead of empty corporate buzzwords
03Drafting authentic Chinese articles, essays, and reports that avoid typical AI boilerplate