A professional-grade deepfake and face-swap detection utility that analyzes media files for AI manipulation using the Scam.ai API.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install deepfake-detection
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install deepfake-detection using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Deepfake Detection?
The Deepfake Detection skill is a specialized tool designed for Openclaw Skills users to verify the authenticity of visual media. By leveraging the advanced Scam.ai API, this skill identifies face-swaps and AI-generated faces in both static images and dynamic video content. It provides a secure, streamlined interface for developers and security researchers to integrate deepfake verification into their local workflows.
Built with security in mind, the skill manages API authentication locally and supports both service-specific and universal keys. It removes the complexity of manual API calls, allowing users to simply point the agent to a file path and receive a high-confidence verdict. This is an essential utility for anyone combating misinformation or verifying digital identities in the age of generative AI.
Deepfake Detection Use Cases
- Verifying the authenticity of social media videos or profile pictures.
- Identifying face-swapped content in security investigations.
- Validating user-uploaded media in KYC (Know Your Customer) workflows.
- Testing the efficacy of AI-generated content against detection algorithms.
- Quickly screening suspicious media files during digital forensic analysis.
How Deepfake Detection Works
- The skill checks for a local Scam.ai API key in the user's home directory.
- If no key is found, it guides the user through the Scam.ai registration and key generation process.
- The user provides a path to a local image or video file.
- The tool performs a POST request to the Scam.ai defense endpoint using curl.
- The skill parses the JSON response to calculate a confidence score.
- A final verdict (Real, Deepfake, or Suspicious) is presented to the user with the specific confidence percentage.
Deepfake Detection Setup
To start using this skill within Openclaw Skills, ensure you have a Scam.ai API key. You can initialize the setup by running the skill:
# The skill will check for these files automatically:
# ~/.scamai_deepfake_key
# ~/.scamai_universal_key
# To manually save your key with correct permissions:
echo -n "YOUR_API_KEY" > ~/.scamai_deepfake_key && chmod 600 ~/.scamai_deepfake_key
Deepfake Detection Data Schema & Taxonomy
The Deepfake Detection skill manages local configuration and processes external media formats as follows:
| Data Type | File Extension / Path | Purpose |
|---|---|---|
| API Key | ~/.scamai_deepfake_key |
Stores the service-specific detection key. |
| Universal Key | ~/.scamai_universal_key |
Stores the multi-service Scam.ai key. |
| Image Formats | .jpg, .jpeg, .png, .webp, .gif, .bmp | Supported static media for analysis. |
| Video Formats | .mp4, .mov, .avi, .mkv, .webm | Supported motion media for analysis. |
| Output | JSON Response | Parsed for Verdict and Confidence % mapping. |
Deepfake Detection Advanced Features
- Multi-key fallback: Automatically detects and uses universal keys if specific detection keys are missing.
- Secure credential management: Automatically applies 600 permissions to key files to ensure they are only readable by the owner.
- Automated path expansion: Handles tilde (~) expansion for easier file referencing in the CLI.
- Intelligent error handling: Provides specific troubleshooting steps for 401 (Unauthorized) and 429 (Rate Limit) status codes.
- Session persistence: Saves keys locally so users only need to authenticate once across multiple Openclaw Skills sessions.
SKILL.md
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