Ai Detector

Organization

lynote-ai

ai-detector

Evidence-based AI-generated text risk analysis for essays, emails, reviews, articles, messages, and other prose samples.

Overview

Publisher	lynote-ai
Repository	`ai-text-detector`
Skill name	`ai-detector`
Stars	651
Forks	29
Bundled files	Instructions only
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by lynote-ai on GitHub. Read the source before you install it.

Installation

Install the Ai Detector AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/lynote-ai/ai-text-detector/tree/main/.claude/skills/ai-detector
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/lynote-ai/ai-text-detector.git /tmp/ai-text-detector
mkdir -p .claude/skills
cp -r /tmp/ai-text-detector/.claude/skills/ai-detector .claude/skills/ai-detector

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ai Detector in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ai Detector on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ai Detector is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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

Give a one-sentence conclusion with uncertainty.
Show score and confidence.
List the strongest evidence signals.
Include caveats.
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.

Frequently asked questions

What does the Ai Detector AI skill do?

Evidence-based AI-generated text risk analysis for essays, emails, reviews, articles, messages, and other prose samples.

Why use Ai Detector on TypingMind?

Because you install it once and use it with any model. Ai Detector is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ai Detector in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/lynote-ai/ai-text-detector/tree/main/.claude/skills/ai-detector. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Ai Detector?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ai Detector?

As many as you like. As long as a model supports skills, you can use Ai Detector with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ai Detector AI skill free?

Yes. It is published on GitHub by lynote-ai under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Create Agent

Create a custom agent (.agent.md) for a specific job.

Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

AI Detector

Core Rules

Run

Respond

Wording

Frequently asked questions

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