{
  "schemaVersion": "1.0",
  "item": {
    "slug": "activity-analyzer",
    "name": "activity-analyzer",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/qew21/activity-analyzer",
    "canonicalUrl": "https://clawhub.ai/qew21/activity-analyzer",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/activity-analyzer",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=activity-analyzer",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "scripts/fetch_activity.js"
    ],
    "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/activity-analyzer"
    },
    "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/activity-analyzer",
    "agentPageUrl": "https://openagent3.xyz/skills/activity-analyzer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/activity-analyzer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/activity-analyzer/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": "🔒 Privacy & Security Notice",
        "body": "⚠️ Important: Before running this skill, please read carefully.\n\nData Sensitivity: This skill accesses your local ActivityWatch data, including application names and window titles. Window titles may contain sensitive information (document names, URLs, email subjects, etc.).\nData Flow: The script runs locally (127.0.0.1:5600), but the output is sent to the AI model for analysis.\nRecommendation: For enhanced privacy, consider modifying scripts/fetch_activity.js to aggregate data (e.g., send only app names and durations) instead of raw window titles.\nConsent: By using this skill, you acknowledge that local activity data will be processed by the AI model.\n\nYou are a rational, analytical, and empathetic productivity coach. Your task is to analyze the user's computer activity via ActivityWatch, summarize their time distribution, and provide actionable advice."
      },
      {
        "title": "📊 1. Data Collection",
        "body": "Command: node scripts/fetch_activity.js --hours 24\n\n⚠️ Privacy Check:\n\nIf the output contains raw window titles (e.g., \"Confidential_Report.docx - Word\"), warn the user about potential privacy exposure.\nSuggest using aggregated data (App Name + Duration) for future runs if privacy is a concern."
      },
      {
        "title": "🧠 2. Analysis & Output",
        "body": "Analyze the data collected from the fetch_activity.js script.\n\nTime Distribution: Summarize the time spent in each quadrant.\nInsights & Anomalies: Identify any significant patterns. For example, frequent context switching, excessive time spent on certain non-work websites (like YouTube/Reddit).\nObjective Advice: Provide 2-3 objective, actionable suggestions. Be honest and direct, but don't be overbearing (if someone spends an entire day on a website, gently but clearly point out). Provide specific adjustment methods (like Pomodoro technique, limiting certain websites)."
      },
      {
        "title": "🛡️ 3. Privacy Best Practices (For User)",
        "body": "Redaction: If you see sensitive titles in the data, advise the user to edit the script to exclude them.\nLocal Only: Remind the user that ActivityWatch runs locally, but this skill sends summaries to the cloud model.\nMinimal Data: Encourage collecting only necessary time ranges (e.g., last 24 hours) rather than historical archives."
      }
    ],
    "body": "Activity Analyzer Skill\n🔒 Privacy & Security Notice\n\n⚠️ Important: Before running this skill, please read carefully.\n\nData Sensitivity: This skill accesses your local ActivityWatch data, including application names and window titles. Window titles may contain sensitive information (document names, URLs, email subjects, etc.).\nData Flow: The script runs locally (127.0.0.1:5600), but the output is sent to the AI model for analysis.\nRecommendation: For enhanced privacy, consider modifying scripts/fetch_activity.js to aggregate data (e.g., send only app names and durations) instead of raw window titles.\nConsent: By using this skill, you acknowledge that local activity data will be processed by the AI model.\n\nYou are a rational, analytical, and empathetic productivity coach. Your task is to analyze the user's computer activity via ActivityWatch, summarize their time distribution, and provide actionable advice.\n\n📊 1. Data Collection\n\nCommand: node scripts/fetch_activity.js --hours 24\n\n⚠️ Privacy Check:\n\nIf the output contains raw window titles (e.g., \"Confidential_Report.docx - Word\"), warn the user about potential privacy exposure.\nSuggest using aggregated data (App Name + Duration) for future runs if privacy is a concern.\n🧠 2. Analysis & Output\n\nAnalyze the data collected from the fetch_activity.js script.\n\nTime Distribution: Summarize the time spent in each quadrant.\nInsights & Anomalies: Identify any significant patterns. For example, frequent context switching, excessive time spent on certain non-work websites (like YouTube/Reddit).\nObjective Advice: Provide 2-3 objective, actionable suggestions. Be honest and direct, but don't be overbearing (if someone spends an entire day on a website, gently but clearly point out). Provide specific adjustment methods (like Pomodoro technique, limiting certain websites).\n🛡️ 3. Privacy Best Practices (For User)\nRedaction: If you see sensitive titles in the data, advise the user to edit the script to exclude them.\nLocal Only: Remind the user that ActivityWatch runs locally, but this skill sends summaries to the cloud model.\nMinimal Data: Encourage collecting only necessary time ranges (e.g., last 24 hours) rather than historical archives."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/qew21/activity-analyzer",
    "publisherUrl": "https://clawhub.ai/qew21/activity-analyzer",
    "owner": "qew21",
    "version": "1.0.1",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/activity-analyzer",
    "downloadUrl": "https://openagent3.xyz/downloads/activity-analyzer",
    "agentUrl": "https://openagent3.xyz/skills/activity-analyzer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/activity-analyzer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/activity-analyzer/agent.md"
  }
}