Image Detection Skills

Skills for analyzing and detecting AI-generated images.

Essential Skills

1. Image Analyzer

Skill ID: image-analyzer

Purpose: Local image analysis without external APIs

Features: - EXIF metadata extraction - AI artifact detection (weird hands, blurred backgrounds) - Visual similarity comparison - Reverse image search integration

Installation:

npm install @clawhub/image-analyzer

Configuration:

{
  "skill": "image-analyzer",
  "settings": {
    "detectArtifacts": true,
    "extractMetadata": true,
    "localOnly": true,
    "checkSignatures": ["DALL-E", "Midjourney", "Stable-Diffusion"]
  }
}

Use Cases: Fast local detection, metadata verification, artifact identification

2. HuggingFace Image Detector

Skill ID: hf-image-detector

Purpose: ML-based AI image detection

Features: - Pre-trained models (umm-maybe/AI-image-detector) - High accuracy (90-95%) - Supports SD, Midjourney, DALL-E - Local inference (no API calls)

Installation:

npm install @clawhub/hf-image-detector

Use Cases: High-accuracy detection, privacy-focused analysis

3. Hive Moderation API

Skill ID: hive-api

Purpose: Cloud-based image analysis

Features: - AI-generated detection - NSFW filtering - Object detection - Fast inference (500ms)

Installation: API integration via REST

Use Cases: Quick detection, multi-purpose analysis, NSFW filtering

Installation

Via ClawHub

https://clawhub.ai/raghulpasupathi/image-detection

Via npm

npm install @raghulpasupathi/image-detection

Configuration Examples

High Accuracy Stack

{
  "skills": ["image-analyzer", "hf-image-detector", "hive-api"],
  "votingStrategy": "majority"
}

Privacy-Focused Stack

{
  "skills": ["image-analyzer", "hf-image-detector"],
  "externalAPIs": false
}

Fast Detection Stack

{
  "skills": ["hive-api"],
  "cacheResults": true
}

For video detection, see VIDEO_DETECTION.md.

这个 Skill 提供了多种 AI 图像检测思路，文档写得比较清楚。但严格来说它更像一份教程指南，实际能用的功能不多，需要自己安装额外工具才能真正用起来。文档里有几个小问题，比如提到的视频检测功能找不到。对于想快速上手检测 AI 生成图像的用户来说，参考价值有限。