{
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  "item": {
    "slug": "dash-cog",
    "name": "dash-cog",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/nitishgargiitd/dash-cog",
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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."
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          "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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      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/dash-cog"
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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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  "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": "Dash Cog - Interactive Dashboards & Apps Powered by CellCog",
        "body": "Build interactive dashboards, data visualizations, and web apps with AI."
      },
      {
        "title": "Prerequisites",
        "body": "This skill requires the cellcog skill for SDK setup and API calls.\n\nclawhub install cellcog\n\nRead the cellcog skill first for SDK setup. This skill shows you what's possible.\n\nQuick pattern (v1.0+):\n\n# Fire-and-forget - returns immediately\nresult = client.create_chat(\n    prompt=\"[your dashboard/app request]\",\n    notify_session_key=\"agent:main:main\",\n    task_label=\"dashboard-task\",\n    chat_mode=\"agent\"  # Agent mode handles most dashboards well\n)\n# Daemon notifies you when complete - do NOT poll"
      },
      {
        "title": "Analytics Dashboards",
        "body": "Interactive dashboards for data analysis:\n\nSales Dashboard: \"Create an interactive sales analytics dashboard with revenue trends, top products, regional breakdown, and monthly comparisons\"\nMarketing Dashboard: \"Build a marketing performance dashboard showing campaign ROI, channel attribution, and conversion funnels\"\nFinancial Dashboard: \"Create a financial overview dashboard with P&L, cash flow, and key financial ratios\"\nHR Dashboard: \"Build an employee analytics dashboard with headcount trends, attrition, and department breakdowns\""
      },
      {
        "title": "KPI Trackers",
        "body": "Monitor key performance indicators:\n\nBusiness KPIs: \"Create a KPI tracker showing MRR, churn rate, CAC, LTV, and growth metrics\"\nProject KPIs: \"Build a project health dashboard with timeline, budget, resource allocation, and risk indicators\"\nSaaS Metrics: \"Create a SaaS metrics dashboard with activation, retention, and expansion revenue\""
      },
      {
        "title": "Data Visualizations",
        "body": "Interactive charts and graphs:\n\nTime Series: \"Visualize stock price history with interactive zoom and technical indicators\"\nComparisons: \"Create an interactive bar chart comparing market share across competitors\"\nGeographic: \"Build a map visualization showing sales by region with drill-down\"\nHierarchical: \"Create a treemap showing budget allocation across departments\"\nNetwork: \"Visualize relationship data as an interactive network graph\""
      },
      {
        "title": "Data Explorers",
        "body": "Tools for exploring datasets:\n\nDataset Explorer: \"Create an interactive explorer for this CSV data with filtering, sorting, and charts\"\nSurvey Results: \"Build an interactive tool to explore survey responses with cross-tabulation\"\nLog Analyzer: \"Create a log exploration tool with search, filtering, and pattern detection\""
      },
      {
        "title": "Interactive Apps",
        "body": "Web applications beyond dashboards:\n\nCalculators: \"Build an interactive ROI calculator with adjustable inputs and visual output\"\nConfigurators: \"Create a product configurator that shows pricing based on selected options\"\nQuizzes: \"Build an interactive quiz app with scoring and result explanations\"\nTimelines: \"Create an interactive timeline of company milestones\""
      },
      {
        "title": "Games",
        "body": "Simple web-based games:\n\nPuzzle Games: \"Create a word puzzle game like Wordle\"\nMemory Games: \"Build a memory matching card game\"\nTrivia: \"Create a trivia game about [topic] with scoring\"\nArcade Style: \"Build a simple space invaders style game\""
      },
      {
        "title": "Dashboard Features",
        "body": "CellCog dashboards can include:\n\nFeatureDescriptionInteractive ChartsLine, bar, pie, scatter, area, heatmaps, treemaps, and moreFiltersDate ranges, dropdowns, search, multi-selectKPI CardsKey metrics with trends and comparisonsData TablesSortable, searchable, paginated tablesDrill-DownClick to explore deeper levels of dataResponsive DesignWorks on desktop, tablet, and mobileDark/Light ThemesAutomatic theme support"
      },
      {
        "title": "Data Sources",
        "body": "You can provide data via:\n\nInline data in prompt: Small datasets described directly\nFile upload: CSV, JSON, Excel files via SHOW_FILE\nSample/mock data: \"Generate realistic sample data for a SaaS company\""
      },
      {
        "title": "Chat Mode for Dashboards",
        "body": "Choose based on complexity:\n\nScenarioRecommended ModeStandard dashboards, KPI trackers, data visualizations, charts\"agent\"Complex interactive apps, games, novel data explorers\"agent team\"\n\nDefault to \"agent\" for most dashboard requests. CellCog's agent mode handles charts, tables, filters, and interactivity efficiently.\n\nReserve \"agent team\" for truly complex applications requiring significant design thinking—like building a novel game mechanic or a highly customized analytical tool with multiple interconnected features."
      },
      {
        "title": "Example Dashboard Prompts",
        "body": "Sales analytics dashboard:\n\n\"Create an interactive sales analytics dashboard with:\n\nKPI cards: Total Revenue, Orders, Average Order Value, Growth Rate\nLine chart: Monthly revenue trend (last 12 months)\nBar chart: Revenue by product category\nPie chart: Sales by region\nData table: Top 10 products by revenue\n\nInclude date range filter. Use this data: [upload CSV or describe data]\nModern, professional design with blue color scheme.\"\n\nStartup metrics dashboard:\n\n\"Build a SaaS metrics dashboard for a startup showing:\n\nMRR and growth rate\nCustomer acquisition funnel (visitors → signups → trials → paid)\nChurn rate trend\nLTV:CAC ratio\nRevenue by plan tier\n\nGenerate realistic sample data for a B2B SaaS company growing from $10K to $100K MRR over 12 months.\"\n\nInteractive data explorer:\n\n\"Create an interactive explorer for this employee dataset [upload CSV]. Include:\n\nSearchable, sortable data table\nFilters for department, location, tenure\nCharts: headcount by department, salary distribution, tenure histogram\nSummary statistics panel\n\nAllow users to download filtered data as CSV.\"\n\nSimple game:\n\n\"Create a Wordle-style word guessing game. 5-letter words, 6 attempts, color feedback (green = correct position, yellow = wrong position, gray = not in word). Include keyboard, game statistics, and share results feature. Clean, modern design.\""
      },
      {
        "title": "Tips for Better Dashboards",
        "body": "Prioritize key metrics: Don't cram everything. Lead with the 3-5 most important KPIs.\n\n\nDescribe the data: What columns exist? What do they mean? What time period?\n\n\nSpecify chart types: \"Line chart for trends, bar chart for comparisons, pie for composition.\"\n\n\nInclude interactivity: \"Filter by date range\", \"Click to drill down\", \"Hover for details.\"\n\n\nDesign direction: \"Modern minimal\", \"Corporate professional\", \"Playful and colorful\", specific color schemes.\n\n\nResponsive needs: \"Desktop only\" vs \"Must work on mobile.\""
      }
    ],
    "body": "Dash Cog - Interactive Dashboards & Apps Powered by CellCog\n\nBuild interactive dashboards, data visualizations, and web apps with AI.\n\nPrerequisites\n\nThis skill requires the cellcog skill for SDK setup and API calls.\n\nclawhub install cellcog\n\n\nRead the cellcog skill first for SDK setup. This skill shows you what's possible.\n\nQuick pattern (v1.0+):\n\n# Fire-and-forget - returns immediately\nresult = client.create_chat(\n    prompt=\"[your dashboard/app request]\",\n    notify_session_key=\"agent:main:main\",\n    task_label=\"dashboard-task\",\n    chat_mode=\"agent\"  # Agent mode handles most dashboards well\n)\n# Daemon notifies you when complete - do NOT poll\n\nWhat You Can Build\nAnalytics Dashboards\n\nInteractive dashboards for data analysis:\n\nSales Dashboard: \"Create an interactive sales analytics dashboard with revenue trends, top products, regional breakdown, and monthly comparisons\"\nMarketing Dashboard: \"Build a marketing performance dashboard showing campaign ROI, channel attribution, and conversion funnels\"\nFinancial Dashboard: \"Create a financial overview dashboard with P&L, cash flow, and key financial ratios\"\nHR Dashboard: \"Build an employee analytics dashboard with headcount trends, attrition, and department breakdowns\"\nKPI Trackers\n\nMonitor key performance indicators:\n\nBusiness KPIs: \"Create a KPI tracker showing MRR, churn rate, CAC, LTV, and growth metrics\"\nProject KPIs: \"Build a project health dashboard with timeline, budget, resource allocation, and risk indicators\"\nSaaS Metrics: \"Create a SaaS metrics dashboard with activation, retention, and expansion revenue\"\nData Visualizations\n\nInteractive charts and graphs:\n\nTime Series: \"Visualize stock price history with interactive zoom and technical indicators\"\nComparisons: \"Create an interactive bar chart comparing market share across competitors\"\nGeographic: \"Build a map visualization showing sales by region with drill-down\"\nHierarchical: \"Create a treemap showing budget allocation across departments\"\nNetwork: \"Visualize relationship data as an interactive network graph\"\nData Explorers\n\nTools for exploring datasets:\n\nDataset Explorer: \"Create an interactive explorer for this CSV data with filtering, sorting, and charts\"\nSurvey Results: \"Build an interactive tool to explore survey responses with cross-tabulation\"\nLog Analyzer: \"Create a log exploration tool with search, filtering, and pattern detection\"\nInteractive Apps\n\nWeb applications beyond dashboards:\n\nCalculators: \"Build an interactive ROI calculator with adjustable inputs and visual output\"\nConfigurators: \"Create a product configurator that shows pricing based on selected options\"\nQuizzes: \"Build an interactive quiz app with scoring and result explanations\"\nTimelines: \"Create an interactive timeline of company milestones\"\nGames\n\nSimple web-based games:\n\nPuzzle Games: \"Create a word puzzle game like Wordle\"\nMemory Games: \"Build a memory matching card game\"\nTrivia: \"Create a trivia game about [topic] with scoring\"\nArcade Style: \"Build a simple space invaders style game\"\nDashboard Features\n\nCellCog dashboards can include:\n\nFeature\tDescription\nInteractive Charts\tLine, bar, pie, scatter, area, heatmaps, treemaps, and more\nFilters\tDate ranges, dropdowns, search, multi-select\nKPI Cards\tKey metrics with trends and comparisons\nData Tables\tSortable, searchable, paginated tables\nDrill-Down\tClick to explore deeper levels of data\nResponsive Design\tWorks on desktop, tablet, and mobile\nDark/Light Themes\tAutomatic theme support\nData Sources\n\nYou can provide data via:\n\nInline data in prompt: Small datasets described directly\nFile upload: CSV, JSON, Excel files via SHOW_FILE\nSample/mock data: \"Generate realistic sample data for a SaaS company\"\nChat Mode for Dashboards\n\nChoose based on complexity:\n\nScenario\tRecommended Mode\nStandard dashboards, KPI trackers, data visualizations, charts\t\"agent\"\nComplex interactive apps, games, novel data explorers\t\"agent team\"\n\nDefault to \"agent\" for most dashboard requests. CellCog's agent mode handles charts, tables, filters, and interactivity efficiently.\n\nReserve \"agent team\" for truly complex applications requiring significant design thinking—like building a novel game mechanic or a highly customized analytical tool with multiple interconnected features.\n\nExample Dashboard Prompts\n\nSales analytics dashboard:\n\n\"Create an interactive sales analytics dashboard with:\n\nKPI cards: Total Revenue, Orders, Average Order Value, Growth Rate\nLine chart: Monthly revenue trend (last 12 months)\nBar chart: Revenue by product category\nPie chart: Sales by region\nData table: Top 10 products by revenue\n\nInclude date range filter. Use this data: [upload CSV or describe data] Modern, professional design with blue color scheme.\"\n\nStartup metrics dashboard:\n\n\"Build a SaaS metrics dashboard for a startup showing:\n\nMRR and growth rate\nCustomer acquisition funnel (visitors → signups → trials → paid)\nChurn rate trend\nLTV:CAC ratio\nRevenue by plan tier\n\nGenerate realistic sample data for a B2B SaaS company growing from $10K to $100K MRR over 12 months.\"\n\nInteractive data explorer:\n\n\"Create an interactive explorer for this employee dataset [upload CSV]. Include:\n\nSearchable, sortable data table\nFilters for department, location, tenure\nCharts: headcount by department, salary distribution, tenure histogram\nSummary statistics panel\n\nAllow users to download filtered data as CSV.\"\n\nSimple game:\n\n\"Create a Wordle-style word guessing game. 5-letter words, 6 attempts, color feedback (green = correct position, yellow = wrong position, gray = not in word). Include keyboard, game statistics, and share results feature. Clean, modern design.\"\n\nTips for Better Dashboards\n\nPrioritize key metrics: Don't cram everything. Lead with the 3-5 most important KPIs.\n\nDescribe the data: What columns exist? What do they mean? What time period?\n\nSpecify chart types: \"Line chart for trends, bar chart for comparisons, pie for composition.\"\n\nInclude interactivity: \"Filter by date range\", \"Click to drill down\", \"Hover for details.\"\n\nDesign direction: \"Modern minimal\", \"Corporate professional\", \"Playful and colorful\", specific color schemes.\n\nResponsive needs: \"Desktop only\" vs \"Must work on mobile.\""
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/nitishgargiitd/dash-cog",
    "publisherUrl": "https://clawhub.ai/nitishgargiitd/dash-cog",
    "owner": "nitishgargiitd",
    "version": "1.0.2",
    "license": null,
    "verificationStatus": "Indexed source record"
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