# AI Detector

> Evidence-based AI-generated text risk analysis for essays, emails, reviews, articles, messages, and other prose samples. Use when this capability is needed.

- Skill: `tomevault-io/ai-detector` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/ai-detector`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/ai-detector/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/ai-detector

---


# AI Detector

Use this skill when a user asks whether a passage may be AI-generated.

## Core Rules

- Never present the score as proof.
- Never accuse a named person of cheating, fraud, or misconduct.
- Ask for a longer sample when the text is under about 80 words.
- Prefer "AI-like signals are present" over "This was written by AI".
- For high-stakes contexts, recommend human review and comparison with known writing samples.

## Run

From this repository:

```bash
ai-detect path/to/text.txt --json
```

or:

```bash
python -m aidetect.cli path/to/text.txt --json
```

## Respond

1. Give a one-sentence conclusion with uncertainty.
2. Show score and confidence.
3. List the strongest evidence signals.
4. Include caveats.
5. Suggest next steps only when useful.

## Wording

Good:

- "AI-like signals are present, but this is not proof."
- "The result is uncertain because the sample is short."
- "This should be reviewed by a human and compared with known writing samples."

Avoid:

- "This was definitely written by AI."
- "The detector proves misconduct."
- Any accusation against a named person.

---
> Source: [lynote-ai/ai-detector-skill](https://github.com/lynote-ai/ai-detector-skill) — distributed by [TomeVault](https://tomevault.io).
<!-- tomevault:4.0:skill_md:2026-06-18 -->

