# aigc-humanizer-zh

> Use this tool when you need to detect and mitigate AI-generated content in Chinese academic texts, reducing the likelihood of AIGC detection. It analyzes input texts for AI writing patterns and provides output guidance on rewrites to make the content appear more human-generated. Ideal for academic authors, researchers, and publishers seeking to ensure authenticity in Chinese-language scholarly writing.

Canonical page: https://skillsregistry.net/skills/shuohui-air-technology-aigc-humanizer-zh  
JSON: https://api.skillsregistry.net/v1/skills/shuohui-air-technology-aigc-humanizer-zh

## Description

MCP server for detecting AI writing patterns in Chinese academic text and providing rewrite guidance to reduce AIGC detection rates.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/utxmfa6131)
- **Repository:** <https://github.com/shuohui-air-technology/aigc-humanizer-zh>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "shuohui-air-technology-aigc-humanizer-zh"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/shuohui-air-technology-aigc-humanizer-zh` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/shuohui-air-technology-aigc-humanizer-zh/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt