{
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  "item": {
    "slug": "geo-optimizer",
    "name": "GEO Content Optimizer",
    "source": "tencent",
    "type": "skill",
    "category": "通讯协作",
    "sourceUrl": "https://clawhub.ai/artyomx33/geo-optimizer",
    "canonicalUrl": "https://clawhub.ai/artyomx33/geo-optimizer",
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    "extraction": "Extract archive",
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      "OpenClaw"
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      "references/dimensions.md"
    ],
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      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
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      "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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      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
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      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
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        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
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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/geo-optimizer"
    },
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      "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."
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    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/geo-optimizer",
    "agentPageUrl": "https://openagent3.xyz/skills/geo-optimizer/agent",
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  },
  "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": "When To Use",
        "body": "Creating content for AI citation\nRefactoring articles for AI compatibility\nImproving quotability for AI responses\nCompeting in AI-first search\nAdding authority signals AI systems recognize"
      },
      {
        "title": "Core Concept",
        "body": "SEO = Rank in search results\nGEO = Get cited in AI-generated answers"
      },
      {
        "title": "The 8 GEO Dimensions",
        "body": "DimensionLow (1-2)High (4-5)Definition ClarityVagueCitable definitions with metricsQuotable StatementsGeneric claimsSpecific facts with sourcesFactual DensityOpinion-heavyData-packedSource CitationsNoneTraceable to authorityQ&A FormatProse onlyExplicit Q&A sectionsAuthority SignalsNo credentialsExpert bylines, credentialsContent FreshnessOutdatedDated citations, recent dataStructural ClarityPoor hierarchyClear headers, lists, tables"
      },
      {
        "title": "The GEO Score",
        "body": "Score each dimension 1-5. Total /40:\n\n32-40: AI-ready\n24-31: Needs optimization\n16-23: Major work needed"
      },
      {
        "title": "Quick Wins (30-minute edits)",
        "body": "Add specific statistics with dates and sources\nCreate standalone definition paragraphs\nInclude expert quotes with credentials\nAdd comparison tables\nCreate FAQ section with 5-7 questions\nReplace vague claims with verified facts\nInsert authoritative source citations"
      },
      {
        "title": "Output Format",
        "body": "## GEO Audit\nCurrent Score: [X]/40\n\n### Dimension Scores\n| Dimension | Score | Quick Fix |\n|-----------|-------|-----------|\n| [dimension] | [1-5] | [action] |\n\n## Optimized Content Sections\n\n### Definition (Citable)\n[Term] is [category] that [function], [key metric].\n\n### Key Statistics\n- [Stat with source and date]\n- [Stat with source and date]\n\n### FAQ Section\n**Q: [Common question]?**\nA: [Direct, quotable answer with citation]"
      },
      {
        "title": "Integration",
        "body": "Compounds with:\n\napp-planning-skill → Plan content strategy\nwriting-plans → Structure content projects\n\nSee references/dimensions.md for scoring details\nSee references/patterns.md for optimization patterns\nSee references/examples.md for before/after examples"
      }
    ],
    "body": "GEO Content Optimizer\nWhen To Use\nCreating content for AI citation\nRefactoring articles for AI compatibility\nImproving quotability for AI responses\nCompeting in AI-first search\nAdding authority signals AI systems recognize\nCore Concept\n\nSEO = Rank in search results GEO = Get cited in AI-generated answers\n\nThe 8 GEO Dimensions\nDimension\tLow (1-2)\tHigh (4-5)\nDefinition Clarity\tVague\tCitable definitions with metrics\nQuotable Statements\tGeneric claims\tSpecific facts with sources\nFactual Density\tOpinion-heavy\tData-packed\nSource Citations\tNone\tTraceable to authority\nQ&A Format\tProse only\tExplicit Q&A sections\nAuthority Signals\tNo credentials\tExpert bylines, credentials\nContent Freshness\tOutdated\tDated citations, recent data\nStructural Clarity\tPoor hierarchy\tClear headers, lists, tables\nThe GEO Score\n\nScore each dimension 1-5. Total /40:\n\n32-40: AI-ready\n24-31: Needs optimization\n16-23: Major work needed\nQuick Wins (30-minute edits)\nAdd specific statistics with dates and sources\nCreate standalone definition paragraphs\nInclude expert quotes with credentials\nAdd comparison tables\nCreate FAQ section with 5-7 questions\nReplace vague claims with verified facts\nInsert authoritative source citations\nOutput Format\n## GEO Audit\nCurrent Score: [X]/40\n\n### Dimension Scores\n| Dimension | Score | Quick Fix |\n|-----------|-------|-----------|\n| [dimension] | [1-5] | [action] |\n\n## Optimized Content Sections\n\n### Definition (Citable)\n[Term] is [category] that [function], [key metric].\n\n### Key Statistics\n- [Stat with source and date]\n- [Stat with source and date]\n\n### FAQ Section\n**Q: [Common question]?**\nA: [Direct, quotable answer with citation]\n\nIntegration\n\nCompounds with:\n\napp-planning-skill → Plan content strategy\nwriting-plans → Structure content projects\n\nSee references/dimensions.md for scoring details See references/patterns.md for optimization patterns See references/examples.md for before/after examples"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/artyomx33/geo-optimizer",
    "publisherUrl": "https://clawhub.ai/artyomx33/geo-optimizer",
    "owner": "artyomx33",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
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