{"id":"4268f04a-6a0f-46e5-9422-bc68bc523fb1","entityType":"agent","slug":"clawhub-nitishgargiitd-dash-cog","name":"dash-cog","canonicalUrl":"https://www.xpersona.co/agent/clawhub-nitishgargiitd-dash-cog","canonicalPath":"/agent/clawhub-nitishgargiitd-dash-cog","generatedAt":"2026-10-09T11:24:47.058Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"Interactive dashboards and apps powered by CellCog. Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI. Skill: dash-cog Owner: nitishgargiitd Summary: Interactive dashboards and apps powered by CellCog. Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI. 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Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI.\n\nTags: latest:1.0.2\n\nVersion history:\n\nv1.0.2 | 2026-02-11T01:40:30.022Z | user\n\n- Added author and dependencies fields to metadata for improved clarity and compatibility.\n- Updated CellCog skill requirement details for consistency in the prerequisites section.\n- No functional changes to code; documentation update only.\n\nv1.0.1 | 2026-02-05T05:50:30.187Z | user\n\n- Added skill metadata with an emoji for improved discoverability.\n- Updated SDK usage instructions for CellCog version 1.0+, including new code examples with `agent` chat mode.\n- Clarified chat mode selection: default to `\"agent\"` for most dashboards, reserve `\"agent team\"` for complex interactive apps and games.\n- Improved documentation for quick start, patterns, and when to use each agent mode.\n- Minor edits for clarity and focus; removed redundant references to session patterns.\n\nv1.0.0 | 2026-02-04T03:39:36.505Z | user\n\ndash-cog v1.0.0\n\n- Initial release: Build AI-powered interactive dashboards, analytics apps, data explorers, and games via CellCog.\n- Supports charts, KPI cards, filters, data tables, drill-down, responsive design, and dark/light themes.\n- Accepts data via inline prompt, file upload, or generated sample/mock data.\n- Provides example prompts for dashboards, data explorers, and web-based games.\n- Requires the CellCog skill for SDK setup and API integration.\n- Always uses agent team chat mode for building apps and dashboards.\n\nArchive index:\n\nArchive v1.0.2: 2 files, 3416 bytes\n\nFiles: SKILL.md (7076b), _meta.json (127b)\n\nFile v1.0.2:SKILL.md\n\n---\nname: dash-cog\ndescription: Interactive dashboards and apps powered by CellCog. Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI.\nmetadata:\n  openclaw:\n    emoji: \"📊\"\nauthor: CellCog\ndependencies: [cellcog]\n---\n\n# Dash Cog - Interactive Dashboards & Apps Powered by CellCog\n\nBuild interactive dashboards, data visualizations, and web apps with AI.\n\n---\n\n## Prerequisites\n\nThis skill requires the `cellcog` skill for SDK setup and API calls.\n\n```bash\nclawhub install cellcog\n```\n\n**Read the cellcog skill first** for SDK setup. This skill shows you what's possible.\n\n**Quick pattern (v1.0+):**\n```python\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```\n\n---\n\n## What You Can Build\n\n### Analytics Dashboards\n\nInteractive dashboards for data analysis:\n\n- **Sales Dashboard**: \"Create an interactive sales analytics dashboard with revenue trends, top products, regional breakdown, and monthly comparisons\"\n- **Marketing Dashboard**: \"Build a marketing performance dashboard showing campaign ROI, channel attribution, and conversion funnels\"\n- **Financial Dashboard**: \"Create a financial overview dashboard with P&L, cash flow, and key financial ratios\"\n- **HR Dashboard**: \"Build an employee analytics dashboard with headcount trends, attrition, and department breakdowns\"\n\n### KPI Trackers\n\nMonitor key performance indicators:\n\n- **Business KPIs**: \"Create a KPI tracker showing MRR, churn rate, CAC, LTV, and growth metrics\"\n- **Project KPIs**: \"Build a project health dashboard with timeline, budget, resource allocation, and risk indicators\"\n- **SaaS Metrics**: \"Create a SaaS metrics dashboard with activation, retention, and expansion revenue\"\n\n### Data Visualizations\n\nInteractive charts and graphs:\n\n- **Time Series**: \"Visualize stock price history with interactive zoom and technical indicators\"\n- **Comparisons**: \"Create an interactive bar chart comparing market share across competitors\"\n- **Geographic**: \"Build a map visualization showing sales by region with drill-down\"\n- **Hierarchical**: \"Create a treemap showing budget allocation across departments\"\n- **Network**: \"Visualize relationship data as an interactive network graph\"\n\n### Data Explorers\n\nTools for exploring datasets:\n\n- **Dataset Explorer**: \"Create an interactive explorer for this CSV data with filtering, sorting, and charts\"\n- **Survey Results**: \"Build an interactive tool to explore survey responses with cross-tabulation\"\n- **Log Analyzer**: \"Create a log exploration tool with search, filtering, and pattern detection\"\n\n### Interactive Apps\n\nWeb applications beyond dashboards:\n\n- **Calculators**: \"Build an interactive ROI calculator with adjustable inputs and visual output\"\n- **Configurators**: \"Create a product configurator that shows pricing based on selected options\"\n- **Quizzes**: \"Build an interactive quiz app with scoring and result explanations\"\n- **Timelines**: \"Create an interactive timeline of company milestones\"\n\n### Games\n\nSimple web-based games:\n\n- **Puzzle Games**: \"Create a word puzzle game like Wordle\"\n- **Memory Games**: \"Build a memory matching card game\"\n- **Trivia**: \"Create a trivia game about [topic] with scoring\"\n- **Arcade Style**: \"Build a simple space invaders style game\"\n\n---\n\n## Dashboard Features\n\nCellCog dashboards can include:\n\n| Feature | Description |\n|---------|-------------|\n| **Interactive Charts** | Line, bar, pie, scatter, area, heatmaps, treemaps, and more |\n| **Filters** | Date ranges, dropdowns, search, multi-select |\n| **KPI Cards** | Key metrics with trends and comparisons |\n| **Data Tables** | Sortable, searchable, paginated tables |\n| **Drill-Down** | Click to explore deeper levels of data |\n| **Responsive Design** | Works on desktop, tablet, and mobile |\n| **Dark/Light Themes** | Automatic theme support |\n\n---\n\n## Data Sources\n\nYou can provide data via:\n\n1. **Inline data in prompt**: Small datasets described directly\n2. **File upload**: CSV, JSON, Excel files via SHOW_FILE\n3. **Sample/mock data**: \"Generate realistic sample data for a SaaS company\"\n\n---\n\n## Chat Mode for Dashboards\n\nChoose based on complexity:\n\n| Scenario | Recommended Mode |\n|----------|------------------|\n| Standard dashboards, KPI trackers, data visualizations, charts | `\"agent\"` |\n| Complex interactive apps, games, novel data explorers | `\"agent team\"` |\n\n**Default 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\n---\n\n## Example Dashboard Prompts\n\n**Sales analytics dashboard:**\n> \"Create an interactive sales analytics dashboard with:\n> - KPI cards: Total Revenue, Orders, Average Order Value, Growth Rate\n> - Line chart: Monthly revenue trend (last 12 months)\n> - Bar chart: Revenue by product category\n> - Pie chart: Sales by region\n> - Data table: Top 10 products by revenue\n> \n> Include date range filter. Use this data: [upload CSV or describe data]\n> Modern, professional design with blue color scheme.\"\n\n**Startup metrics dashboard:**\n> \"Build a SaaS metrics dashboard for a startup showing:\n> - MRR and growth rate\n> - Customer acquisition funnel (visitors → signups → trials → paid)\n> - Churn rate trend\n> - LTV:CAC ratio\n> - Revenue by plan tier\n> \n> Generate realistic sample data for a B2B SaaS company growing from $10K to $100K MRR over 12 months.\"\n\n**Interactive data explorer:**\n> \"Create an interactive explorer for this employee dataset [upload CSV]. Include:\n> - Searchable, sortable data table\n> - Filters for department, location, tenure\n> - Charts: headcount by department, salary distribution, tenure histogram\n> - Summary statistics panel\n> \n> Allow users to download filtered data as CSV.\"\n\n**Simple game:**\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\n---\n\n## Tips for Better Dashboards\n\n1. **Prioritize key metrics**: Don't cram everything. Lead with the 3-5 most important KPIs.\n\n2. **Describe the data**: What columns exist? What do they mean? What time period?\n\n3. **Specify chart types**: \"Line chart for trends, bar chart for comparisons, pie for composition.\"\n\n4. **Include interactivity**: \"Filter by date range\", \"Click to drill down\", \"Hover for details.\"\n\n5. **Design direction**: \"Modern minimal\", \"Corporate professional\", \"Playful and colorful\", specific color schemes.\n\n6. **Responsive needs**: \"Desktop only\" vs \"Must work on mobile.\"\n\nFile v1.0.2:_meta.json\n\n{\n  \"ownerId\": \"kn7a96cj9q65e0bhmzahv790en80ffqm\",\n  \"slug\": \"dash-cog\",\n  \"version\": \"1.0.2\",\n  \"publishedAt\": 1770774030022\n}\n\nArchive v1.0.1: 2 files, 3399 bytes\n\nFiles: SKILL.md (7045b), _meta.json (127b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: dash-cog\ndescription: Interactive dashboards and apps powered by CellCog. Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI.\nmetadata:\n  openclaw:\n    emoji: \"📊\"\n---\n\n# Dash Cog - Interactive Dashboards & Apps Powered by CellCog\n\nBuild interactive dashboards, data visualizations, and web apps with AI.\n\n---\n\n## Prerequisites\n\nThis skill requires the CellCog mothership skill for SDK setup and API calls.\n\n```bash\nclawhub install cellcog\n```\n\n**Read the cellcog skill first** for SDK setup. This skill shows you what's possible.\n\n**Quick pattern (v1.0+):**\n```python\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```\n\n---\n\n## What You Can Build\n\n### Analytics Dashboards\n\nInteractive dashboards for data analysis:\n\n- **Sales Dashboard**: \"Create an interactive sales analytics dashboard with revenue trends, top products, regional breakdown, and monthly comparisons\"\n- **Marketing Dashboard**: \"Build a marketing performance dashboard showing campaign ROI, channel attribution, and conversion funnels\"\n- **Financial Dashboard**: \"Create a financial overview dashboard with P&L, cash flow, and key financial ratios\"\n- **HR Dashboard**: \"Build an employee analytics dashboard with headcount trends, attrition, and department breakdowns\"\n\n### KPI Trackers\n\nMonitor key performance indicators:\n\n- **Business KPIs**: \"Create a KPI tracker showing MRR, churn rate, CAC, LTV, and growth metrics\"\n- **Project KPIs**: \"Build a project health dashboard with timeline, budget, resource allocation, and risk indicators\"\n- **SaaS Metrics**: \"Create a SaaS metrics dashboard with activation, retention, and expansion revenue\"\n\n### Data Visualizations\n\nInteractive charts and graphs:\n\n- **Time Series**: \"Visualize stock price history with interactive zoom and technical indicators\"\n- **Comparisons**: \"Create an interactive bar chart comparing market share across competitors\"\n- **Geographic**: \"Build a map visualization showing sales by region with drill-down\"\n- **Hierarchical**: \"Create a treemap showing budget allocation across departments\"\n- **Network**: \"Visualize relationship data as an interactive network graph\"\n\n### Data Explorers\n\nTools for exploring datasets:\n\n- **Dataset Explorer**: \"Create an interactive explorer for this CSV data with filtering, sorting, and charts\"\n- **Survey Results**: \"Build an interactive tool to explore survey responses with cross-tabulation\"\n- **Log Analyzer**: \"Create a log exploration tool with search, filtering, and pattern detection\"\n\n### Interactive Apps\n\nWeb applications beyond dashboards:\n\n- **Calculators**: \"Build an interactive ROI calculator with adjustable inputs and visual output\"\n- **Configurators**: \"Create a product configurator that shows pricing based on selected options\"\n- **Quizzes**: \"Build an interactive quiz app with scoring and result explanations\"\n- **Timelines**: \"Create an interactive timeline of company milestones\"\n\n### Games\n\nSimple web-based games:\n\n- **Puzzle Games**: \"Create a word puzzle game like Wordle\"\n- **Memory Games**: \"Build a memory matching card game\"\n- **Trivia**: \"Create a trivia game about [topic] with scoring\"\n- **Arcade Style**: \"Build a simple space invaders style game\"\n\n---\n\n## Dashboard Features\n\nCellCog dashboards can include:\n\n| Feature | Description |\n|---------|-------------|\n| **Interactive Charts** | Line, bar, pie, scatter, area, heatmaps, treemaps, and more |\n| **Filters** | Date ranges, dropdowns, search, multi-select |\n| **KPI Cards** | Key metrics with trends and comparisons |\n| **Data Tables** | Sortable, searchable, paginated tables |\n| **Drill-Down** | Click to explore deeper levels of data |\n| **Responsive Design** | Works on desktop, tablet, and mobile |\n| **Dark/Light Themes** | Automatic theme support |\n\n---\n\n## Data Sources\n\nYou can provide data via:\n\n1. **Inline data in prompt**: Small datasets described directly\n2. **File upload**: CSV, JSON, Excel files via SHOW_FILE\n3. **Sample/mock data**: \"Generate realistic sample data for a SaaS company\"\n\n---\n\n## Chat Mode for Dashboards\n\nChoose based on complexity:\n\n| Scenario | Recommended Mode |\n|----------|------------------|\n| Standard dashboards, KPI trackers, data visualizations, charts | `\"agent\"` |\n| Complex interactive apps, games, novel data explorers | `\"agent team\"` |\n\n**Default 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\n---\n\n## Example Dashboard Prompts\n\n**Sales analytics dashboard:**\n> \"Create an interactive sales analytics dashboard with:\n> - KPI cards: Total Revenue, Orders, Average Order Value, Growth Rate\n> - Line chart: Monthly revenue trend (last 12 months)\n> - Bar chart: Revenue by product category\n> - Pie chart: Sales by region\n> - Data table: Top 10 products by revenue\n> \n> Include date range filter. Use this data: [upload CSV or describe data]\n> Modern, professional design with blue color scheme.\"\n\n**Startup metrics dashboard:**\n> \"Build a SaaS metrics dashboard for a startup showing:\n> - MRR and growth rate\n> - Customer acquisition funnel (visitors → signups → trials → paid)\n> - Churn rate trend\n> - LTV:CAC ratio\n> - Revenue by plan tier\n> \n> Generate realistic sample data for a B2B SaaS company growing from $10K to $100K MRR over 12 months.\"\n\n**Interactive data explorer:**\n> \"Create an interactive explorer for this employee dataset [upload CSV]. Include:\n> - Searchable, sortable data table\n> - Filters for department, location, tenure\n> - Charts: headcount by department, salary distribution, tenure histogram\n> - Summary statistics panel\n> \n> Allow users to download filtered data as CSV.\"\n\n**Simple game:**\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\n---\n\n## Tips for Better Dashboards\n\n1. **Prioritize key metrics**: Don't cram everything. Lead with the 3-5 most important KPIs.\n\n2. **Describe the data**: What columns exist? What do they mean? What time period?\n\n3. **Specify chart types**: \"Line chart for trends, bar chart for comparisons, pie for composition.\"\n\n4. **Include interactivity**: \"Filter by date range\", \"Click to drill down\", \"Hover for details.\"\n\n5. **Design direction**: \"Modern minimal\", \"Corporate professional\", \"Playful and colorful\", specific color schemes.\n\n6. **Responsive needs**: \"Desktop only\" vs \"Must work on mobile.\"\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn7a96cj9q65e0bhmzahv790en80ffqm\",\n  \"slug\": \"dash-cog\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1770270630187\n}","readmeExcerpt":"Skill: dash-cog Owner: nitishgargiitd Summary: Interactive dashboards and apps powered by CellCog. Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI. Tags: latest:1.0.2 Version history: v1.0.2 | 2026-02-11T01:40:30.022Z | user - Added author and dependencies fields to metadata for improved clarity and compatibility. - Update","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"clawhub install cellcog"},{"language":"python","snippet":"# 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"},{"language":"bash","snippet":"clawhub install cellcog"},{"language":"python","snippet":"# 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"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: dash-cog\ndescription: Interactive dashboards and apps powered by CellCog. Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI.\nmetadata:\n  openclaw:\n    emoji: \"📊\"\nauthor: CellCog\ndependencies: [cellcog]\n---\n\n# Dash Cog - Interactive Dashboards & Apps Powered by CellCog\n\nBuild interactive dashboards, data visualizations, and web apps with AI.\n\n---\n\n## Prerequisites\n\nThis skill requires the `cellcog` skill for SDK setup and API calls.\n\n```bash\nclawhub install cellcog\n```\n\n**Read the cellcog skill first** for SDK setup. This skill shows you what's possible.\n\n**Quick pattern (v1.0+):**\n```python\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```\n\n---\n\n## What You Can Build\n\n### Analytics Dashboards\n\nInteractive dashboards for data analysis:\n\n- **Sales Dashboard**: \"Create an interactive sales analytics dashboard with revenue trends, top products, regional breakdown, and monthly comparisons\"\n- **Marketing Dashboard**: \"Build a marketing performance dashboard showing campaign ROI, channel attribution, and conversion funnels\"\n- **Financial Dashboard**: \"Create a financial overview dashboard with P&L, cash flow, and key financial ratios\"\n- **HR Dashboard**: \"Build an employee analytics dashboard with headcount trends, attrition, and department breakdowns\"\n\n### KPI Trackers\n\nMonitor key performance indicators:\n\n- **Business KPIs**: \"Create a KPI tracker showing MRR, churn rate, CAC, LTV, and growth metrics\"\n- **Project KPIs**: \"Build a project health dashboard with timeline, budget, resource allocation, and risk indicators\"\n- **SaaS Metrics**: \"Create a SaaS metrics dashboard with activation, retention, and expansion revenue\"\n\n### Data Visualizations\n\nInteractive charts and graphs:\n\n- **Time Series**: \"Visualize stock price history with interactive zoom and technical indicators\"\n- **Comparisons**: \"Create an interactive bar chart comparing market share across competitors\"\n- **Geographic**: \"Build a map visualization showing sales by region with drill-down\"\n- **Hierarchical**: \"Create a treemap showing budget allocation across departments\"\n- **Network**: \"Visualize relationship data as an interactive network graph\"\n\n### Data Explorers\n\nTools for exploring datasets:\n\n- **Dataset Explorer**: \"Create an interactive explorer for this CSV data with filtering, sorting, and charts\"\n- **Survey Results**: \"Build an interactive tool to explore survey responses with cross-tabulation\"\n- **Log Analyzer**: \"Create a log exploration tool with search, filtering, and pattern detection\"\n\n### Interactive Apps\n\nWeb applications beyond dashboards:\n\n- **Calculators**: \"Build an interactive ROI calculator with adjustable inp"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7a96cj9q65e0bhmzahv790en80ffqm\",\n  \"slug\": \"dash-cog\",\n  \"version\": \"1.0.2\",\n  \"publishedAt\": 1770774030022\n}"}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Interactive dashboards and apps powered by CellCog. Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI. Skill: dash-cog Owner: nitishgargiitd Summary: Interactive dashboards and apps powered by CellCog. Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI. 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