ai-detector

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

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:

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

or:

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.