# KKKKhazix/human-writing

让 AI 写的中文读起来像一个具体的人在说话。通用创作与改稿 Skill，开箱即用。

Repository: https://github.com/KKKKhazix/human-writing
Canonical: https://ross.abutalabs.com/products/human-writing
Language: Python
License: MIT
License Family: permissive
Topics: agent-skills, chinese-writing, creative-writing, writing-skill
Last push: 2026-08-11T15:07:45+00:00

## Health v2 (maintenance only)
Score: 66/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 97, release rhythm 64, longevity 2
- inputs: {"age_days": 29, "days_push": 22, "days_rel": 28, "gap_med": null, "n_releases_24m": 1}
- flags: young
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3093, forks 250 (observed 2026-08-28T04:07:41.937919+00:00)

## What it is
An agent skill (SKILL.md package) that makes AI-written Chinese prose read like a specific human voice, with rules for fact-checking, paragraph progression, and removing AI-style phrasing. It includes reference guides for different writing formats and a Python script that checks drafts for hard-rule violations like AI clichés and repetitive structure.

## Use cases
- make AI-written Chinese articles sound like a real person
- write Zhihu answers and WeChat articles with AI that don't feel robotic
- remove AI clichés like '不是……而是……' from Chinese drafts
- revise AI-generated blog posts to have a human voice
- write fiction or forum posts with an AI agent in natural Chinese
- check Chinese prose for AI-flavored writing patterns

## When to choose
- you use an agent (Claude, ChatGPT, etc.) to write Chinese content and it reads too generic
- you need ready-made writing rules for Zhihu, WeChat, blogs, fiction, or scripts
- you want an automated checker for AI-style phrasing in Chinese text

## When to avoid
- you write in languages other than Chinese
- you need a standalone writing app rather than an agent skill
- you want the tool to invent facts or sources for real-world topics

## Facets
- artifact type: plugin
- maturity: active
- function: prompt-engineering, agent-framework, nlp
- domain: developer-tools
- platform: python, cli, cross-platform
- tags: agent-skills, chinese-writing, creative-writing, ai-writing-style, de-ai-flavor, writing-skill, prompt-skill, natural-language-processing, automation

## Member repositories
- KKKKhazix/human-writing (main) score 66

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:41.937919+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:27:19.010361+00:00, confidence not recorded.
  - readme: https://github.com/KKKKhazix/human-writing (fetched 2026-08-28T04:07:41.937919+00:00, sha aa3552b05d50)
- Data as of 2026-08-30T08:39:29.467469+00:00.