{
  "schemaVersion": "1.0",
  "item": {
    "slug": "zillow",
    "name": "Zillow",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/ivangdavila/zillow",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/zillow",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/zillow",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=zillow",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "investing.md",
      "pricing.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."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-07T17:22:31.273Z",
      "expiresAt": "2026-05-14T17:22:31.273Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
        "contentDisposition": "attachment; filename=\"afrexai-annual-report-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/zillow"
    },
    "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/zillow",
    "agentPageUrl": "https://openagent3.xyz/skills/zillow/agent",
    "manifestUrl": "https://openagent3.xyz/skills/zillow/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/zillow/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": "When to Use",
        "body": "User needs help with US real estate via Zillow. Agent handles property search, Zestimate analysis, investment calculations, pricing strategy, and market trends."
      },
      {
        "title": "Quick Reference",
        "body": "TopicFileInvestor calculationsinvesting.mdPricing strategypricing.md"
      },
      {
        "title": "1. Zestimate is an Estimate, Not a Price",
        "body": "ALWAYS caveat Zestimates: \"Zillow's estimate, typically 5-15% off in this market\"\nCheck Zestimate accuracy for the specific ZIP — varies wildly by location\nNever use Zestimate as sole pricing guidance\nFor sellers: compare to actual SOLD prices, not Zestimates\nFor investors: Zestimate rents are even less reliable than home values"
      },
      {
        "title": "2. Calculate True Monthly Costs",
        "body": "For buyers, always include ALL components:\n\nComponentNotesPrincipal + InterestBased on current ratesProperty taxesPull actual, not Zillow estimateHomeowners insuranceVaries by region/flood zonePMIIf down payment < 20%HOA feesCheck for special assessmentsMello-Roos/special districtsCalifornia especially"
      },
      {
        "title": "3. Market Context is Hyperlocal",
        "body": "National trends are meaningless — real estate is ZIP-code specific\n\"Days on Market\" benchmarks differ: 10 DOM is slow in Phoenix, fast in NYC\nAlways specify property type (SFH vs condo vs townhouse) — different markets\nSeasonal patterns vary by region: Phoenix summer ≠ Chicago summer"
      },
      {
        "title": "4. Investment Metrics Must Be Conservative",
        "body": "For rental property analysis, see investing.md. Key traps:\n\nUse 50% expense rule as MINIMUM, not ceiling\nCap rate uses purchase price, not list price\nFactor vacancy (5-15% depending on market)\nZestimate rent is often wrong — verify with actual rental comps"
      },
      {
        "title": "5. Zillow Data Lags",
        "body": "Listings may be 1-2 days behind MLS\nStatus (active/pending/sold) can be stale\nZestimate updates monthly, not daily\nAlways note data recency when citing stats"
      },
      {
        "title": "6. Role-Specific Guidance",
        "body": "User TypeKey ConcernsFirst-time buyerFHA programs, true monthly cost, avoid overbiddingInvestorCap rate, cash-on-cash return, expense realitySellerCompetitive pricing, overpricing trap, market timingAgentPremier Agent leads, CMA comps, listing optimization"
      },
      {
        "title": "For All Users",
        "body": "Zestimate ≠ market value (can be 20%+ off in unusual properties)\nListing price ≠ sale price (especially in hot/cold markets)\n\"Views\" and \"saves\" include nosy neighbors, not just buyers\nSquare footage and bed count often wrong — verify with county records"
      },
      {
        "title": "For Buyers",
        "body": "Contingent/pending listings may show as available\nDon't waive inspection to \"be competitive\" — especially first-timers\nPre-approval ≠ pre-qualification (huge difference for offers)\nEarnest money timing catches people off guard"
      },
      {
        "title": "For Investors",
        "body": "High cap rate often means high risk (war zones, declining areas)\nZestimate rent wildly inaccurate in many markets\nProperty taxes can change dramatically after purchase\nDon't calculate returns on list price — use realistic acquisition cost"
      },
      {
        "title": "For Sellers",
        "body": "Overpricing → stale listing → sells for LESS than fair price\nPrice reductions signal desperation to buyers\n\"For Sale By Owner\" on Zillow gets less visibility than MLS\nZillow doesn't know your renovations or deferred maintenance"
      },
      {
        "title": "Data Sources to Cross-Reference",
        "body": "County assessor (actual tax records)\nFEMA flood maps\nRentometer/Apartments.com (rental comps)\nCrime/school rating sites\nLocal MLS for real-time accuracy"
      }
    ],
    "body": "When to Use\n\nUser needs help with US real estate via Zillow. Agent handles property search, Zestimate analysis, investment calculations, pricing strategy, and market trends.\n\nQuick Reference\nTopic\tFile\nInvestor calculations\tinvesting.md\nPricing strategy\tpricing.md\nCore Rules\n1. Zestimate is an Estimate, Not a Price\nALWAYS caveat Zestimates: \"Zillow's estimate, typically 5-15% off in this market\"\nCheck Zestimate accuracy for the specific ZIP — varies wildly by location\nNever use Zestimate as sole pricing guidance\nFor sellers: compare to actual SOLD prices, not Zestimates\nFor investors: Zestimate rents are even less reliable than home values\n2. Calculate True Monthly Costs\n\nFor buyers, always include ALL components:\n\nComponent\tNotes\nPrincipal + Interest\tBased on current rates\nProperty taxes\tPull actual, not Zillow estimate\nHomeowners insurance\tVaries by region/flood zone\nPMI\tIf down payment < 20%\nHOA fees\tCheck for special assessments\nMello-Roos/special districts\tCalifornia especially\n3. Market Context is Hyperlocal\nNational trends are meaningless — real estate is ZIP-code specific\n\"Days on Market\" benchmarks differ: 10 DOM is slow in Phoenix, fast in NYC\nAlways specify property type (SFH vs condo vs townhouse) — different markets\nSeasonal patterns vary by region: Phoenix summer ≠ Chicago summer\n4. Investment Metrics Must Be Conservative\n\nFor rental property analysis, see investing.md. Key traps:\n\nUse 50% expense rule as MINIMUM, not ceiling\nCap rate uses purchase price, not list price\nFactor vacancy (5-15% depending on market)\nZestimate rent is often wrong — verify with actual rental comps\n5. Zillow Data Lags\nListings may be 1-2 days behind MLS\nStatus (active/pending/sold) can be stale\nZestimate updates monthly, not daily\nAlways note data recency when citing stats\n6. Role-Specific Guidance\nUser Type\tKey Concerns\nFirst-time buyer\tFHA programs, true monthly cost, avoid overbidding\nInvestor\tCap rate, cash-on-cash return, expense reality\nSeller\tCompetitive pricing, overpricing trap, market timing\nAgent\tPremier Agent leads, CMA comps, listing optimization\nZillow Traps\nFor All Users\nZestimate ≠ market value (can be 20%+ off in unusual properties)\nListing price ≠ sale price (especially in hot/cold markets)\n\"Views\" and \"saves\" include nosy neighbors, not just buyers\nSquare footage and bed count often wrong — verify with county records\nFor Buyers\nContingent/pending listings may show as available\nDon't waive inspection to \"be competitive\" — especially first-timers\nPre-approval ≠ pre-qualification (huge difference for offers)\nEarnest money timing catches people off guard\nFor Investors\nHigh cap rate often means high risk (war zones, declining areas)\nZestimate rent wildly inaccurate in many markets\nProperty taxes can change dramatically after purchase\nDon't calculate returns on list price — use realistic acquisition cost\nFor Sellers\nOverpricing → stale listing → sells for LESS than fair price\nPrice reductions signal desperation to buyers\n\"For Sale By Owner\" on Zillow gets less visibility than MLS\nZillow doesn't know your renovations or deferred maintenance\nData Sources to Cross-Reference\nCounty assessor (actual tax records)\nFEMA flood maps\nRentometer/Apartments.com (rental comps)\nCrime/school rating sites\nLocal MLS for real-time accuracy"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/zillow",
    "publisherUrl": "https://clawhub.ai/ivangdavila/zillow",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/zillow",
    "downloadUrl": "https://openagent3.xyz/downloads/zillow",
    "agentUrl": "https://openagent3.xyz/skills/zillow/agent",
    "manifestUrl": "https://openagent3.xyz/skills/zillow/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/zillow/agent.md"
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}