{
  "schemaVersion": "1.0",
  "item": {
    "slug": "image-detection",
    "name": "Image Detection",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/raghulpasupathi/image-detection",
    "canonicalUrl": "https://clawhub.ai/raghulpasupathi/image-detection",
    "targetPlatform": "OpenClaw"
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    "sourcePlatform": "tencent",
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    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
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      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
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        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/image-detection"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/image-detection",
    "agentPageUrl": "https://openagent3.xyz/skills/image-detection/agent",
    "manifestUrl": "https://openagent3.xyz/skills/image-detection/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/image-detection/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
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  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Image Detection Skills",
        "body": "Skills for analyzing and detecting AI-generated images."
      },
      {
        "title": "1. Image Analyzer",
        "body": "Skill ID: image-analyzer\n\nPurpose: Local image analysis without external APIs\n\nFeatures:\n\nEXIF metadata extraction\nAI artifact detection (weird hands, blurred backgrounds)\nVisual similarity comparison\nReverse image search integration\n\nInstallation:\n\nnpm install @clawhub/image-analyzer\n\nConfiguration:\n\n{\n  \"skill\": \"image-analyzer\",\n  \"settings\": {\n    \"detectArtifacts\": true,\n    \"extractMetadata\": true,\n    \"localOnly\": true,\n    \"checkSignatures\": [\"DALL-E\", \"Midjourney\", \"Stable-Diffusion\"]\n  }\n}\n\nUse Cases: Fast local detection, metadata verification, artifact identification"
      },
      {
        "title": "2. HuggingFace Image Detector",
        "body": "Skill ID: hf-image-detector\n\nPurpose: ML-based AI image detection\n\nFeatures:\n\nPre-trained models (umm-maybe/AI-image-detector)\nHigh accuracy (90-95%)\nSupports SD, Midjourney, DALL-E\nLocal inference (no API calls)\n\nInstallation:\n\nnpm install @clawhub/hf-image-detector\n\nUse Cases: High-accuracy detection, privacy-focused analysis"
      },
      {
        "title": "3. Hive Moderation API",
        "body": "Skill ID: hive-api\n\nPurpose: Cloud-based image analysis\n\nFeatures:\n\nAI-generated detection\nNSFW filtering\nObject detection\nFast inference (500ms)\n\nInstallation: API integration via REST\n\nUse Cases: Quick detection, multi-purpose analysis, NSFW filtering"
      },
      {
        "title": "Via ClawHub",
        "body": "https://clawhub.ai/raghulpasupathi/image-detection"
      },
      {
        "title": "Via npm",
        "body": "npm install @raghulpasupathi/image-detection"
      },
      {
        "title": "High Accuracy Stack",
        "body": "{\n  \"skills\": [\"image-analyzer\", \"hf-image-detector\", \"hive-api\"],\n  \"votingStrategy\": \"majority\"\n}"
      },
      {
        "title": "Privacy-Focused Stack",
        "body": "{\n  \"skills\": [\"image-analyzer\", \"hf-image-detector\"],\n  \"externalAPIs\": false\n}"
      },
      {
        "title": "Fast Detection Stack",
        "body": "{\n  \"skills\": [\"hive-api\"],\n  \"cacheResults\": true\n}\n\nFor video detection, see VIDEO_DETECTION.md."
      }
    ],
    "body": "Image Detection Skills\n\nSkills for analyzing and detecting AI-generated images.\n\nEssential Skills\n1. Image Analyzer\n\nSkill ID: image-analyzer\n\nPurpose: Local image analysis without external APIs\n\nFeatures:\n\nEXIF metadata extraction\nAI artifact detection (weird hands, blurred backgrounds)\nVisual similarity comparison\nReverse image search integration\n\nInstallation:\n\nnpm install @clawhub/image-analyzer\n\n\nConfiguration:\n\n{\n  \"skill\": \"image-analyzer\",\n  \"settings\": {\n    \"detectArtifacts\": true,\n    \"extractMetadata\": true,\n    \"localOnly\": true,\n    \"checkSignatures\": [\"DALL-E\", \"Midjourney\", \"Stable-Diffusion\"]\n  }\n}\n\n\nUse Cases: Fast local detection, metadata verification, artifact identification\n\n2. HuggingFace Image Detector\n\nSkill ID: hf-image-detector\n\nPurpose: ML-based AI image detection\n\nFeatures:\n\nPre-trained models (umm-maybe/AI-image-detector)\nHigh accuracy (90-95%)\nSupports SD, Midjourney, DALL-E\nLocal inference (no API calls)\n\nInstallation:\n\nnpm install @clawhub/hf-image-detector\n\n\nUse Cases: High-accuracy detection, privacy-focused analysis\n\n3. Hive Moderation API\n\nSkill ID: hive-api\n\nPurpose: Cloud-based image analysis\n\nFeatures:\n\nAI-generated detection\nNSFW filtering\nObject detection\nFast inference (500ms)\n\nInstallation: API integration via REST\n\nUse Cases: Quick detection, multi-purpose analysis, NSFW filtering\n\nInstallation\nVia ClawHub\nhttps://clawhub.ai/raghulpasupathi/image-detection\n\nVia npm\nnpm install @raghulpasupathi/image-detection\n\nConfiguration Examples\nHigh Accuracy Stack\n{\n  \"skills\": [\"image-analyzer\", \"hf-image-detector\", \"hive-api\"],\n  \"votingStrategy\": \"majority\"\n}\n\nPrivacy-Focused Stack\n{\n  \"skills\": [\"image-analyzer\", \"hf-image-detector\"],\n  \"externalAPIs\": false\n}\n\nFast Detection Stack\n{\n  \"skills\": [\"hive-api\"],\n  \"cacheResults\": true\n}\n\n\nFor video detection, see VIDEO_DETECTION.md."
  },
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    "provenanceUrl": "https://clawhub.ai/raghulpasupathi/image-detection",
    "publisherUrl": "https://clawhub.ai/raghulpasupathi/image-detection",
    "owner": "raghulpasupathi",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
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    "downloadUrl": "https://openagent3.xyz/downloads/image-detection",
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