human-writing
KKKKhazix/human-writing
human-writing is an agent skill project by KKKKhazix on GitHub: Human-voice writing: makes AI-written Chinese read like a specific person talking, suited to polishing dialogue and narration. It covers review. 4.1k stars, last updated 2026-08-11, MIT license.
Editor's notes
A general-purpose Chinese writing skill; short drama is only one of its uses, and its script and dialogue rules live in formats.md and fiction.md. For a nonfiction piece planned at 1,200 characters it first lists at least five concrete items of material, and if they are missing it researches, asks at most three questions, or shrinks the piece to a short answer of about 600 characters. The Python script check_prose.py flags colons, dashes, set-up-and-refute sentences and jargon in the finished text without rewriting anything. A lite version under 2,000 characters can be pasted straight into a chat window; docs are in Chinese.
- Type
- Companion: de-AI
- Stages
- Review
- Format
- Agent skill
- Language
- Chinese
- GitHub stars
- ★ 4.1k
- Last updated
- 2026-08-11
- License
- MIT
- SKILL.md files
- 1
- Checked by hand
- 2026-10-13
In the author's words
Makes AI-written Chinese read like a specific person talking. A general-purpose writing and revision skill that works out of the box.
Translated from the Chinese original.
Skills in this repo (1)
Names and descriptions come from each SKILL.md frontmatter; Chinese descriptions are shown in our English translation.
- human-writing
A general-purpose Chinese writing and revision skill. For Zhihu answers, long forum posts, WeChat articles, blogs, comments, profiles, historical narrative, news and industry analysis, popular science, tutorials, reviews, personal narrative, fiction, stories, dialogue, voiceover scripts and speeches. By default it writes as someone who has seen things, checked the sources and is willing to explain the whole story, keeping the human feel and natural Chinese rhythm of long answers and posts on the Chinese internet, and avoiding hollow institutional tone, slogan-style oratory, marketing tone and model tone. For long nonfiction it first checks whether there is enough material; when there isn't, it researches, asks follow-up questions or writes shorter, and never pads the word count with repeated explanation. Real-world content additionally gets its facts, quotes, data and the user's own experiences verified; fiction may invent characters, scenes, dialogue, inner life and plot. The finished text strictly bans colons, dashes, "not X but Y" and similar set-up-and-refute sentences, and strips out business jargon and model-typical jargon…
Install
npx skills add KKKKhazix/human-writing
# pick agents (claude-code / codex / cursor / opencode / gemini-cli / openclaw)
npx skills add KKKKhazix/human-writing -a claude-code -a codexDefault commands use the skills CLI and were not verified one by one; follow the repo README. Read SKILL.md before installing. Install guide →