yuluyangguang1/openclaw-portable · system/skills-zh/humanizer-zh/SKILL.md

humanizer-zh skillA

humanizer-zh is agent-read markdown (skill) from yuluyangguang1/openclaw-portable: 识别并移除 AI 生成文本的痕迹，使其更加自然和人性化。适用于编辑或审查文本时使用。基于维基百科全面的"AI 写作迹象"指南。可检测并修复以下模式： 过度夸大的象征意义、促销性语言、肤浅的 -ing 分析、模糊的归因、破折号过度使用、三段式结构、AI 词汇、否定平行结构和过多的连接短语。.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add yuluyangguang1/openclaw-portable/humanizer-zh@v2.2.0
Exact content
mdr add yuluyangguang1/openclaw-portable/humanizer-zh@sha256:30c0c8fc416544ad

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zsbgfradupa2f6qw.svg)](https://markdownregistry.com/a/art_zsbgfradupa2f6qw)

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Versions

versioncommittedcommitsizeaudit
v2.2.0 latest2026-09-06 ec98ea9 23,058 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (23058 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

yuluyangguang1/openclaw-portable · 10 stars · license none · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zsbgfradupa2f6qw
GET https://markdownregistry.com/api/v1/resolve?ref=yuluyangguang1/openclaw-portable/humanizer-zh
GET https://markdownregistry.com/api/v1/blob/30c0c8fc416544ad6395dc45cfcfc1407e0ef2aa2ba24287d931e716b494bc31