{
  "schemaVersion": "1.0",
  "item": {
    "slug": "mobile-app-analytics",
    "name": "Mobile App Analytics",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/ivangdavila/mobile-app-analytics",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/mobile-app-analytics",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/mobile-app-analytics",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mobile-app-analytics",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "app-store.md",
      "firebase.md",
      "memory-template.md",
      "metrics.md",
      "play-console.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": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.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/mobile-app-analytics"
    },
    "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/mobile-app-analytics",
    "agentPageUrl": "https://openagent3.xyz/skills/mobile-app-analytics/agent",
    "manifestUrl": "https://openagent3.xyz/skills/mobile-app-analytics/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/mobile-app-analytics/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": "Setup",
        "body": "On first use, read setup.md for integration guidelines. Create ~/mobile-app-analytics/ if it doesn't exist."
      },
      {
        "title": "When to Use",
        "body": "User needs to track, analyze, or optimize mobile app performance metrics. Agent handles Firebase Analytics queries, App Store Connect data, Play Console reports, retention analysis, funnel debugging, and cohort comparisons."
      },
      {
        "title": "Architecture",
        "body": "Memory lives in ~/mobile-app-analytics/. See memory-template.md for setup.\n\n~/mobile-app-analytics/\n├── memory.md          # Apps tracked, goals, alerts\n├── apps/              # Per-app analytics configs\n│   └── {app-name}.md  # Events, funnels, KPIs per app\n└── benchmarks.md      # Industry benchmarks reference"
      },
      {
        "title": "Quick Reference",
        "body": "TopicFileSetup processsetup.mdMemory templatememory-template.mdFirebase Analyticsfirebase.mdApp Store Connectapp-store.mdPlay Consoleplay-console.mdCore metricsmetrics.md"
      },
      {
        "title": "1. Platform Detection",
        "body": "Detect from context which platform(s) the app targets:\n\niOS only → focus on App Store Connect + Firebase\nAndroid only → focus on Play Console + Firebase\nCross-platform → cover both stores + unified Firebase"
      },
      {
        "title": "2. Metric Hierarchy",
        "body": "Always prioritize metrics in this order:\n\nRevenue metrics (LTV, ARPU, conversion) — what pays the bills\nRetention metrics (D1, D7, D30) — determines long-term success\nEngagement metrics (DAU/MAU, session length) — leading indicators\nAcquisition metrics (installs, sources) — growth levers"
      },
      {
        "title": "3. Cohort-First Analysis",
        "body": "Never report aggregate numbers alone. Always segment by:\n\nInstall cohort (when users joined)\nAcquisition source (organic, paid, referral)\nUser tier (free, trial, paid)\nPlatform (iOS vs Android)"
      },
      {
        "title": "4. Alert Thresholds",
        "body": "Proactively flag anomalies:\n\nMetricAlert ifD1 retention< 25% (below industry floor)Crash-free rate< 99%DAU/MAU ratioDrops > 10% week-over-weekLTV:CAC ratio< 3:1"
      },
      {
        "title": "5. Data Freshness",
        "body": "Know platform data delays:\n\nSourceTypical DelayFirebase real-timeMinutesFirebase daily reports24-48h for full dataApp Store Connect24-48hPlay Console24-48h"
      },
      {
        "title": "6. Privacy Compliance",
        "body": "Never track PII in custom events\nRespect ATT (iOS) and consent requirements\nUser properties: demographics OK, personal identifiers NOT OK\nGDPR: support data deletion requests"
      },
      {
        "title": "7. Event Naming Conventions",
        "body": "Enforce consistent naming across platforms:\n\n{verb}_{noun}[_{qualifier}]\n\nExamples:\n- view_screen_home\n- tap_button_subscribe  \n- complete_purchase_annual\n- start_onboarding_step1"
      },
      {
        "title": "Common Traps",
        "body": "Vanity metrics obsession → Total downloads means nothing; track active users and retention instead\nIgnoring platform differences → iOS users often have 20-30% higher LTV; don't merge data blindly\nWrong attribution window → 7-day attribution misses subscription conversions; use 30-day for subscriptions\nSurvivorship bias → Analyzing only current users ignores why churned users left\nTimezone mismatches → Firebase uses UTC by default; App Store uses your configured timezone"
      },
      {
        "title": "External Endpoints",
        "body": "EndpointData SentPurposeFirebase Analytics APIApp ID, date rangeFetch metricsApp Store Connect APIApp ID, credentialsiOS analyticsPlay Console APIApp ID, credentialsAndroid analytics\n\nNo other data is sent externally."
      },
      {
        "title": "Security & Privacy",
        "body": "Data that leaves your machine:\n\nAnalytics queries to Firebase/Apple/Google APIs when you provide credentials\n\nData that stays local:\n\nYour tracked apps and goals in ~/mobile-app-analytics/\nBenchmark comparisons and notes\n\nThis skill does NOT:\n\nStore credentials (use your platform's standard credential methods)\nAccess files outside ~/mobile-app-analytics/\nMake requests to undeclared endpoints"
      },
      {
        "title": "Scope",
        "body": "This skill ONLY:\n\nProvides guidance on mobile app analytics platforms\nStores your app configurations in ~/mobile-app-analytics/\nQueries Firebase, App Store Connect, and Play Console when you provide credentials\n\nThis skill NEVER:\n\nStores credentials in files (use environment variables)\nAccesses files outside ~/mobile-app-analytics/\nMakes requests to undeclared endpoints\nModifies global agent memory or other skills"
      },
      {
        "title": "Related Skills",
        "body": "Install with clawhub install <slug> if user confirms:\n\napp-store-connect — iOS App Store management\nflutter — Cross-platform app development\nsaas — SaaS business metrics and growth"
      },
      {
        "title": "Feedback",
        "body": "If useful: clawhub star mobile-app-analytics\nStay updated: clawhub sync"
      }
    ],
    "body": "Setup\n\nOn first use, read setup.md for integration guidelines. Create ~/mobile-app-analytics/ if it doesn't exist.\n\nWhen to Use\n\nUser needs to track, analyze, or optimize mobile app performance metrics. Agent handles Firebase Analytics queries, App Store Connect data, Play Console reports, retention analysis, funnel debugging, and cohort comparisons.\n\nArchitecture\n\nMemory lives in ~/mobile-app-analytics/. See memory-template.md for setup.\n\n~/mobile-app-analytics/\n├── memory.md          # Apps tracked, goals, alerts\n├── apps/              # Per-app analytics configs\n│   └── {app-name}.md  # Events, funnels, KPIs per app\n└── benchmarks.md      # Industry benchmarks reference\n\nQuick Reference\nTopic\tFile\nSetup process\tsetup.md\nMemory template\tmemory-template.md\nFirebase Analytics\tfirebase.md\nApp Store Connect\tapp-store.md\nPlay Console\tplay-console.md\nCore metrics\tmetrics.md\nCore Rules\n1. Platform Detection\n\nDetect from context which platform(s) the app targets:\n\niOS only → focus on App Store Connect + Firebase\nAndroid only → focus on Play Console + Firebase\nCross-platform → cover both stores + unified Firebase\n2. Metric Hierarchy\n\nAlways prioritize metrics in this order:\n\nRevenue metrics (LTV, ARPU, conversion) — what pays the bills\nRetention metrics (D1, D7, D30) — determines long-term success\nEngagement metrics (DAU/MAU, session length) — leading indicators\nAcquisition metrics (installs, sources) — growth levers\n3. Cohort-First Analysis\n\nNever report aggregate numbers alone. Always segment by:\n\nInstall cohort (when users joined)\nAcquisition source (organic, paid, referral)\nUser tier (free, trial, paid)\nPlatform (iOS vs Android)\n4. Alert Thresholds\n\nProactively flag anomalies:\n\nMetric\tAlert if\nD1 retention\t< 25% (below industry floor)\nCrash-free rate\t< 99%\nDAU/MAU ratio\tDrops > 10% week-over-week\nLTV:CAC ratio\t< 3:1\n5. Data Freshness\n\nKnow platform data delays:\n\nSource\tTypical Delay\nFirebase real-time\tMinutes\nFirebase daily reports\t24-48h for full data\nApp Store Connect\t24-48h\nPlay Console\t24-48h\n6. Privacy Compliance\nNever track PII in custom events\nRespect ATT (iOS) and consent requirements\nUser properties: demographics OK, personal identifiers NOT OK\nGDPR: support data deletion requests\n7. Event Naming Conventions\n\nEnforce consistent naming across platforms:\n\n{verb}_{noun}[_{qualifier}]\n\nExamples:\n- view_screen_home\n- tap_button_subscribe  \n- complete_purchase_annual\n- start_onboarding_step1\n\nCommon Traps\nVanity metrics obsession → Total downloads means nothing; track active users and retention instead\nIgnoring platform differences → iOS users often have 20-30% higher LTV; don't merge data blindly\nWrong attribution window → 7-day attribution misses subscription conversions; use 30-day for subscriptions\nSurvivorship bias → Analyzing only current users ignores why churned users left\nTimezone mismatches → Firebase uses UTC by default; App Store uses your configured timezone\nExternal Endpoints\nEndpoint\tData Sent\tPurpose\nFirebase Analytics API\tApp ID, date range\tFetch metrics\nApp Store Connect API\tApp ID, credentials\tiOS analytics\nPlay Console API\tApp ID, credentials\tAndroid analytics\n\nNo other data is sent externally.\n\nSecurity & Privacy\n\nData that leaves your machine:\n\nAnalytics queries to Firebase/Apple/Google APIs when you provide credentials\n\nData that stays local:\n\nYour tracked apps and goals in ~/mobile-app-analytics/\nBenchmark comparisons and notes\n\nThis skill does NOT:\n\nStore credentials (use your platform's standard credential methods)\nAccess files outside ~/mobile-app-analytics/\nMake requests to undeclared endpoints\nScope\n\nThis skill ONLY:\n\nProvides guidance on mobile app analytics platforms\nStores your app configurations in ~/mobile-app-analytics/\nQueries Firebase, App Store Connect, and Play Console when you provide credentials\n\nThis skill NEVER:\n\nStores credentials in files (use environment variables)\nAccesses files outside ~/mobile-app-analytics/\nMakes requests to undeclared endpoints\nModifies global agent memory or other skills\nRelated Skills\n\nInstall with clawhub install <slug> if user confirms:\n\napp-store-connect — iOS App Store management\nflutter — Cross-platform app development\nsaas — SaaS business metrics and growth\nFeedback\nIf useful: clawhub star mobile-app-analytics\nStay updated: clawhub sync"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/mobile-app-analytics",
    "publisherUrl": "https://clawhub.ai/ivangdavila/mobile-app-analytics",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/mobile-app-analytics",
    "downloadUrl": "https://openagent3.xyz/downloads/mobile-app-analytics",
    "agentUrl": "https://openagent3.xyz/skills/mobile-app-analytics/agent",
    "manifestUrl": "https://openagent3.xyz/skills/mobile-app-analytics/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/mobile-app-analytics/agent.md"
  }
}