{
  "schemaVersion": "1.0",
  "item": {
    "slug": "geo-multimodal-tagger",
    "name": "Multimodal Asset Tagger",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/geoly-geo/geo-multimodal-tagger",
    "canonicalUrl": "https://clawhub.ai/geoly-geo/geo-multimodal-tagger",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/geo-multimodal-tagger",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-multimodal-tagger",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "scripts/optimize_asset.py",
      "references/asset-guide.md",
      "evals/evals.json"
    ],
    "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."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"",
        "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/geo-multimodal-tagger"
    },
    "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/geo-multimodal-tagger",
    "agentPageUrl": "https://openagent3.xyz/skills/geo-multimodal-tagger/agent",
    "manifestUrl": "https://openagent3.xyz/skills/geo-multimodal-tagger/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/geo-multimodal-tagger/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."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Multimodal Asset Tagger",
        "body": "Methodology by GEOly AI (geoly.ai) — every image and video is a citation opportunity AI can either read or miss.\n\nGenerate optimized metadata for images, videos, and audio files for AI platforms."
      },
      {
        "title": "Quick Start",
        "body": "python scripts/optimize_asset.py --type image --description \"dashboard showing metrics\" --output optimized.md"
      },
      {
        "title": "Why Multimodal Matters",
        "body": "AI platforms increasingly read visual content:\n\nPlatformVisual CapabilityCitation TypeGoogle LensImage searchDirect image citationChatGPT VisionImage understandingContextual referencePerplexityVideo transcriptsTranscript citationsGeminiNative image processingMultimodal answers"
      },
      {
        "title": "Alt Text Formula",
        "body": "[Descriptive subject] + [Brand if relevant] + [Context/use case]\n\nExamples:\n\n❌ alt=\"image1.jpg\"\n❌ alt=\"product photo\"\n✅ alt=\"GEOly AI dashboard showing AIGVR score trend over 30 days\"\n✅ alt=\"Brand visibility comparison chart across ChatGPT and Perplexity — GEOly AI\""
      },
      {
        "title": "Filename Formula",
        "body": "[primary-keyword]-[secondary-keyword]-[brand]-[descriptor].jpg\n\nExamples:\n\n❌ IMG_3847.jpg\n✅ geo-brand-visibility-dashboard-geoly-ai.png\n✅ aigvr-score-chart-ai-search-monitoring.jpg"
      },
      {
        "title": "ImageObject Schema",
        "body": "{\n  \"@context\": \"https://schema.org\",\n  \"@type\": \"ImageObject\",\n  \"name\": \"AIGVR Score Dashboard\",\n  \"description\": \"Dashboard showing brand visibility scores across AI platforms\",\n  \"contentUrl\": \"https://example.com/images/dashboard.jpg\",\n  \"author\": {\n    \"@type\": \"Organization\",\n    \"name\": \"GEOly AI\"\n  },\n  \"keywords\": \"AIGVR, brand visibility, AI search, dashboard\"\n}"
      },
      {
        "title": "Checklist",
        "body": "Title contains primary keyword\n Description: first 150 chars = keyword + brand\n Transcript/captions attached (SRT/VTT)\n Chapters/timestamps for long videos\n Thumbnail: keyword-rich filename\n VideoObject Schema added"
      },
      {
        "title": "VideoObject Schema",
        "body": "{\n  \"@context\": \"https://schema.org\",\n  \"@type\": \"VideoObject\",\n  \"name\": \"How to Optimize for AI Search\",\n  \"description\": \"Complete guide to GEO strategies...\",\n  \"thumbnailUrl\": \"https://example.com/thumbs/geo-guide.jpg\",\n  \"uploadDate\": \"2024-01-15\",\n  \"duration\": \"PT12M30S\",\n  \"contentUrl\": \"https://example.com/videos/geo-guide.mp4\"\n}"
      },
      {
        "title": "Audio/Podcast Optimization",
        "body": "Descriptive episode titles (not \"Episode 47\")\n150+ word descriptions, keyword-rich\nFull transcript as page content\nGuest names and topics as entities"
      },
      {
        "title": "Asset Optimization Tool",
        "body": "python scripts/optimize_asset.py \\\n  --type [image|video|audio] \\\n  --description \"Asset description\" \\\n  --brand \"BrandName\" \\\n  --keywords \"keyword1,keyword2\"\n\nOutput:\n\nOptimized Alt Text\nRecommended filename\nSchema markup\nDiscoverability score (Before/After)"
      },
      {
        "title": "Scoring",
        "body": "FactorWeightBest PracticeDescriptiveness30%Specific, detailedKeyword presence25%Natural inclusionBrand mention20%When relevantContext15%Use case clearLength10%100-150 chars for Alt\n\nDiscoverability Score: 0-10\n\n8-10: Excellent\n6-7: Good\n4-5: Fair\n<4: Poor"
      }
    ],
    "body": "Multimodal Asset Tagger\n\nMethodology by GEOly AI (geoly.ai) — every image and video is a citation opportunity AI can either read or miss.\n\nGenerate optimized metadata for images, videos, and audio files for AI platforms.\n\nQuick Start\npython scripts/optimize_asset.py --type image --description \"dashboard showing metrics\" --output optimized.md\n\nWhy Multimodal Matters\n\nAI platforms increasingly read visual content:\n\nPlatform\tVisual Capability\tCitation Type\nGoogle Lens\tImage search\tDirect image citation\nChatGPT Vision\tImage understanding\tContextual reference\nPerplexity\tVideo transcripts\tTranscript citations\nGemini\tNative image processing\tMultimodal answers\nImage Optimization\nAlt Text Formula\n[Descriptive subject] + [Brand if relevant] + [Context/use case]\n\n\nExamples:\n\n❌ alt=\"image1.jpg\"\n❌ alt=\"product photo\"\n✅ alt=\"GEOly AI dashboard showing AIGVR score trend over 30 days\"\n✅ alt=\"Brand visibility comparison chart across ChatGPT and Perplexity — GEOly AI\"\n\nFilename Formula\n[primary-keyword]-[secondary-keyword]-[brand]-[descriptor].jpg\n\n\nExamples:\n\n❌ IMG_3847.jpg\n✅ geo-brand-visibility-dashboard-geoly-ai.png\n✅ aigvr-score-chart-ai-search-monitoring.jpg\n\nImageObject Schema\n{\n  \"@context\": \"https://schema.org\",\n  \"@type\": \"ImageObject\",\n  \"name\": \"AIGVR Score Dashboard\",\n  \"description\": \"Dashboard showing brand visibility scores across AI platforms\",\n  \"contentUrl\": \"https://example.com/images/dashboard.jpg\",\n  \"author\": {\n    \"@type\": \"Organization\",\n    \"name\": \"GEOly AI\"\n  },\n  \"keywords\": \"AIGVR, brand visibility, AI search, dashboard\"\n}\n\nVideo Optimization\nChecklist\n Title contains primary keyword\n Description: first 150 chars = keyword + brand\n Transcript/captions attached (SRT/VTT)\n Chapters/timestamps for long videos\n Thumbnail: keyword-rich filename\n VideoObject Schema added\nVideoObject Schema\n{\n  \"@context\": \"https://schema.org\",\n  \"@type\": \"VideoObject\",\n  \"name\": \"How to Optimize for AI Search\",\n  \"description\": \"Complete guide to GEO strategies...\",\n  \"thumbnailUrl\": \"https://example.com/thumbs/geo-guide.jpg\",\n  \"uploadDate\": \"2024-01-15\",\n  \"duration\": \"PT12M30S\",\n  \"contentUrl\": \"https://example.com/videos/geo-guide.mp4\"\n}\n\nAudio/Podcast Optimization\nDescriptive episode titles (not \"Episode 47\")\n150+ word descriptions, keyword-rich\nFull transcript as page content\nGuest names and topics as entities\nAsset Optimization Tool\npython scripts/optimize_asset.py \\\n  --type [image|video|audio] \\\n  --description \"Asset description\" \\\n  --brand \"BrandName\" \\\n  --keywords \"keyword1,keyword2\"\n\n\nOutput:\n\nOptimized Alt Text\nRecommended filename\nSchema markup\nDiscoverability score (Before/After)\nScoring\nFactor\tWeight\tBest Practice\nDescriptiveness\t30%\tSpecific, detailed\nKeyword presence\t25%\tNatural inclusion\nBrand mention\t20%\tWhen relevant\nContext\t15%\tUse case clear\nLength\t10%\t100-150 chars for Alt\n\nDiscoverability Score: 0-10\n\n8-10: Excellent\n6-7: Good\n4-5: Fair\n<4: Poor"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/geoly-geo/geo-multimodal-tagger",
    "publisherUrl": "https://clawhub.ai/geoly-geo/geo-multimodal-tagger",
    "owner": "geoly-geo",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/geo-multimodal-tagger",
    "downloadUrl": "https://openagent3.xyz/downloads/geo-multimodal-tagger",
    "agentUrl": "https://openagent3.xyz/skills/geo-multimodal-tagger/agent",
    "manifestUrl": "https://openagent3.xyz/skills/geo-multimodal-tagger/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/geo-multimodal-tagger/agent.md"
  }
}