Humanizer Academic ZH
PassAudited by VirusTotal on May 11, 2026.
Overview
Type: OpenClaw Skill Name: humanizer-academic-zh Version: 1.0.0 The skill bundle is a legitimate tool designed to help an AI agent polish Chinese academic papers by identifying and removing common AI-generated linguistic patterns. The instructions in SKILL.md and SYSTEM_PROMPT.md are strictly focused on text transformation, providing detailed checklists of 'AI-style' phrases and academic writing principles without any requests for network access, file system manipulation, or data exfiltration. No malicious intent or high-risk behaviors were identified across the provided files.
Findings (0)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
Using this skill may help text evade AI-writing detection, which could violate academic or publication rules even though it does not create a technical security compromise.
The skill openly tells the agent to make academic writing appear less AI-generated, which is purpose-aligned and disclosed but can affect how readers, instructors, or detectors assess authorship.
当用户要求润色论文、去除AI味、降低AIGC检测率... 专门识别并消除中文学术论文中的AI生成痕迹
Use it only where rewriting assistance is allowed, and disclose AI assistance when required by your institution, journal, or reviewer.
If a user installs from a different or changed remote source, they could receive different prompt content than the reviewed registry artifacts.
The README includes user-directed remote installation commands. They are not automatic and are expected for installation, but users should verify the remote source before running them.
npx skills add cangtianhuang/humanizer-academic-zh ... curl -o ~/.claude/skills/humanizer-academic-zh.md https://raw.githubusercontent.com/cangtianhuang/humanizer-academic-zh/main/SKILL.md
Prefer installing the reviewed registry artifact, or inspect the GitHub file before using npx, git clone, or curl commands.