c9ai/src/workflows/templates/data-detective.json

Universal AI assistant with vibe-based workflows, hybrid cloud+local AI, and comprehensive tool integration

{
  "id": "data-detective",
  "name": "Data Detective Deep Dive",
  "description": "Analytical immersion for data exploration and insights",
  "vibe": {
    "energy": "focused-analytical",
    "mood": "curious-systematic",
    "duration": "2-3hours",
    "bestTime": [
      "09:00",
      "14:00"
    ],
    "tags": [
      "analytical",
      "data",
      "deep-work",
      "insights"
    ]
  },
  "flow": [
    {
      "step": "data-discovery",
      "description": "Locate and assess data sources",
      "tools": [
        "file.scan",
        "api.explore",
        "database.connect"
      ],
      "vibe": "investigate",
      "estimatedTime": "20-30min"
    },
    {
      "step": "data-cleaning",
      "description": "Clean and prepare data for analysis",
      "tools": [
        "pandas.clean",
        "openrefine.process",
        "sql.transform"
      ],
      "vibe": "systematic",
      "estimatedTime": "45-60min"
    },
    {
      "step": "exploratory-analysis",
      "description": "Discover patterns and relationships",
      "tools": [
        "jupyter.notebook",
        "matplotlib.plot",
        "seaborn.viz"
      ],
      "vibe": "explore",
      "estimatedTime": "60-90min"
    },
    {
      "step": "insight-synthesis",
      "description": "Transform findings into actionable insights",
      "tools": [
        "ai.summarize",
        "report.generate",
        "presentation.create"
      ],
      "vibe": "synthesize",
      "estimatedTime": "30-45min"
    }
  ],
  "adaptations": {
    "quick-scan": {
      "description": "Rapid data overview for initial assessment",
      "modifications": [
        "automated profiling",
        "summary statistics only",
        "key findings highlight"
      ]
    },
    "collaborative": {
      "description": "Team-focused analysis with sharing",
      "modifications": [
        "shared notebooks",
        "collaborative annotations",
        "team presentation"
      ]
    },
    "production-ready": {
      "description": "Analysis ready for production deployment",
      "modifications": [
        "automated pipeline",
        "testing suite",
        "monitoring setup"
      ]
    }
  },
  "triggers": {
    "time": [
      "morning",
      "afternoon"
    ],
    "energy": [
      "high",
      "focused"
    ],
    "context": [
      "quiet-space",
      "dual-monitor"
    ]
  },
  "credits": {
    "estimated": 25,
    "breakdown": {
      "pandas.clean": 0,
      "jupyter.notebook": 0,
      "ai.summarize": 15,
      "report.generate": 10
    }
  }
}