Resemble Detect — скилл

---
name: resemble-detect
description: Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, analyze media intelligence, and tell people from AI agents on a website (Agent Detection) using direct Resemble AI API calls
---

# Resemble Detect — Deepfake Detection & Media Safety

Analyze audio, image, video, and text for synthetic manipulation, AI-generated content, and media intelligence, and find out whether a website's visitors are people or AI agents, using **direct Resemble AI API calls**.

## Core Principle — THE IRON LAW

**"NEVER DECLARE MEDIA AS REAL OR FAKE WITHOUT A COMPLETED DETECTION RESULT."**

Do not guess, infer, or speculate about media authenticity. Every authenticity claim must be backed by a completed Resemble Detect job with a returned `label`, `score`, and `status: "completed"`. If the detection is still `processing`, wait. If it `failed`, say so — do not substitute your own judgment.

The same law applies to text. Never call writing AI-generated or human-written from style, tone, or "it reads like ChatGPT." A text verdict requires a completed `POST /text_detect` job with `prediction`, `confidence`, and `status: "completed"`.

The same law applies to website visitors. Never say a site's traffic is agents or people from user agents, request volume, or intuition. A visitor verdict comes from Agent Detection (`settled` on a visit, or the totals from `GET /agent_detection/analytics`).

## When to Use

Use this skill whenever the user's request involves any of these:

- Checking if audio, video, or image is AI-generated or manipulated
- Checking if text — an essay, email, post, review, article, cover letter, or comment — was written by an AI model ("slop detection")
- Detecting deepfakes in any media format
- Verifying media authenticity or provenance
- Identifying which AI platform synthesized audio (source tracing)
- Analyzing media for speaker info, emotion, transcription, or misinformation
- Asking natural-language questions about detection results
- Running a full investigation workflow — insurance claim, breaking news, ID check, submitted evidence — where detection is one input among several
- Finding out whether a website's visitors are people or AI agents, adding Agent Detection to a site, or reading how much of a site's traffic comes from agents
- Any mention of: "deepfake", "fake detection", "synthetic media", "media forensics", "authenticity check", "source tracing", "is this real", "AI-written", "written by ChatGPT", "AI text", "slop", "is this human-written", "agent detection", "bot traffic", "AI agents visiting my site", "Porter", "is this visitor a bot"

**Do NOT use** for text-to-speech generation, voice cloning, or speech-to-text transcription — those are separate Resemble capabilities. (Detecting whether *text* is AI-written **is** in scope — see Phase 5. Telling people from AI agents on a website **is** in scope — see Phase 6.)

**Agent Detection is not Detect Agents.** Detect Agents (Phase 4) are Resemble's investigators that analyze media. Agent Detection (Phase 6) tells a website whether each *visitor* is a person or an AI agent.

## Required Setup