Resemble-Detect

# Resemble Detect — Deepfake Detection & Media Safety

Analyze audio, image, video, and text for synthetic manipulation, AI-generated content, watermarks, speaker identity, and media intelligence using the Resemble AI platform.

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.

When to Use

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

- Checking if audio, video, image, or text is AI-generated or manipulated

- Detecting deepfakes in any media format

- Verifying media authenticity or provenance

- Identifying which AI platform synthesized audio (source tracing)

- Applying or detecting watermarks on media

- Analyzing media for speaker info, emotion, transcription, or misinformation

- Asking natural-language questions about detection results

- Matching or verifying speaker identity against known voice profiles

- Detecting AI-generated or machine-written text

- Any mention of: "deepfake", "fake detection", "synthetic media", "voice verification", "watermark", "media forensics", "authenticity check", "source tracing", "is this real", "AI-written text", "text detection"

**Do NOT use** for text-to-speech generation, voice cloning, or speech-to-text transcription — those are separate Resemble capabilities.

Capability Decision Tree

| User wants to... | Use this | API endpoint |

|-------------------------------------------------------|---------------------------|---------------------------------------|

| Check if media is AI-generated / deepfake | **Deepfake Detection** | `POST /detect` |

| Know *which AI platform* made fake audio | **Audio Source Tracing** | `POST /detect` with flag |

| Get speaker info, emotion, transcription from media | **Intelligence** | `POST /intelligence` |

| Ask questions about a completed detection | **Detect Intelligence** | `POST /detects/{uuid}/intelligence` |

| Apply an invisible watermark to media | **Watermark Apply** | `POST /watermark/apply` |

| Check if media contains a watermark | **Watermark Detect** | `POST /watermark/detect` |

| Verify a speaker's identity against known profiles | **Identity Search** | `POST /identity/search` |

| Check if text is AI-generated | **Text Detection** | `POST /text_detect` |

| Create a voice identity profile for future matching | **Identity Create** | `POST /identity` |

When multiple capabilities apply (e.g., user wants deepfake detection AND intelligence), combine them in a single `POST /detect` call using the `intelligence: true` flag rather than making separate requests.

Required Setup

- **API Key**: Bearer token from the Resemble AI dashboard (set as `RESEMBLE_API_KEY`)

- **Base URL**: `https://app.resemble.ai/api/v2`

- **Auth Header**: `Authorization: Bearer <RESEMBLE_API_KEY>`

- **Media Requirement**: All media must be at a publicly accessible HTTPS URL

If the user provides a local file path instead of a URL, inform them the file must be hosted at a public HTTPS URL first. Do not attempt to upload local files to the API. (Exception: `POST /text_detect` accepts text content inline.)

MCP Tools Available

When the Resemble MCP server is connected, use these tools instead of raw API calls:

| Tool | Purpose |

|---------------------------|-----------