Real Skill packageSource verifiedClawHub registry

中文去 AI 味

中文文本去 AI 味与 AI 痕迹自查。当用户说「去 AI 味」「这段太像 AI 写的」「改得像人话」 「别这么机器」「润色一下读起来自然点」「帮我查一下有没有 AI 痕迹」「这是不是 ChatGPT 写的」 「读起来像说明书」「发之前帮我过一遍」时使用。 也用于：公众号、小红书、公文、课程稿、简历、对外邮件等中文文本发布前的自查， 或被人说过「像 AI 生成的」之后要返工。 Use when: removing AI-sounding patterns from Chinese text, diagnosing why Chinese prose reads machine-generated, rewriting Chinese copy so it does not read like a chatbot, or pre-publish self-check for Chinese content. 不适用：英文文本（用 humanizer）、虚构创作、以及用户想要「更正式更规范」的场景。

Identity and source

Publisher attributionjunci003registry owner unverified by skillvetai
Functional categoryWriting, Content & Translationautomatically inferred · 68% rule confidence
Package forminstruction bundle5 recorded files
Canonical sourceClawHub registryclawhub:junci003:zh-humanizer
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/23/2026.claude/skills/zh-humanizer

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/23/2026.agents/skills/zh-humanizer

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/23/2026skills/zh-humanizer

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @junci003/zh-humanizer
clawhub inspect @junci003/zh-humanizer --version 1.0.0

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
5 / 5 inspected as text
Checked
9/23/2026, 1:28:05 PM
Scanner
0.1.3
Policy
1.0.3
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
2 dependency and API indicators
  • api: clawhub.ai
  • api: github.com
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/21/2026, 1:13:45 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:651955742bcc3229053b65e69e593627d53d544d1a52bc324841e3d7c06fe5f4
Show up to 5 recorded paths
  • references/by-genre.md
  • references/rewrite-playbook.md
  • references/tells.md
  • skill-card.md
  • SKILL.md

Source changelog

首次发布。T1/T2/T3 三级 AI 味清单 + 6 项量化阈值 + 4 种改写手法 + 8 个文体档位 + 反模式表与验证判据。