# signs-of-ai

> signs-of-ai — peopleworks-signsofai. Use this tool when you need to detect and analyze potential AI-generated content in documents, especially for academic or research purposes. It provides detailed evidence of AI-writing detection through named tells, character inspection, and citation cross-checking, offering a comprehensive output for further evaluation. Ideal for use cases requiring discreet and secure analysis, as most of its tools operate locally without network connectivity.

Canonical page: https://skillsregistry.net/skills/peopleworks-signsofai  
JSON: https://api.skillsregistry.net/v1/skills/peopleworks-signsofai

## Description

Bilingual (EN/ES) AI-writing detection that shows the evidence instead of a percentage: named tells with line and column, hidden-character inspection, and citation cross-checking against a document's own bibliography. Seven of its nine tools run entirely locally and never touch the network.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zf2k8v0vmd)
- **Repository:** <https://github.com/peopleworks/SignsofAI>

## 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": "peopleworks-signsofai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/peopleworks-signsofai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/peopleworks-signsofai/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