venkatchittoor

Customer Behavior Crew — Data skill for Claude Code

Data community

A multi-agent AI crew for customer behavior analysis — an Orchestrator routes business questions to specialist Data and Business agents, synthesizes their outputs, and returns a single coherent answer.

How to install Customer Behavior Crew

This entry records only its repository, not the path inside it, so there is no exact command to give. Open venkatchittoor/customer-behavior-crew and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Customer Behavior Crew does

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README

🤝 Customer Behavior Crew

*A multi-agent AI crew that answers business questions about customer behavior — an Orchestrator routes questions to specialist Data and Business agents, coordinates their execution, and synthesizes a single executive-ready answer. Built with Claude API + Databricks. Designed for extensibility.*

Business Impact

Complex customer behavior questions typically require a data analyst to query the data and a business analyst to interpret it — two specialists, hours of back-and-forth. This crew answers those questions in seconds by routing to the right specialist agent automatically, then synthesizing a unified response. A consulting firm in a notebook.

The Leap: From Agent to Crew

The previous projects in this portfolio — `data-incident-agent` and `pricing-decision-agent` — are single agents. One agent observes, reasons, and acts. It is a generalist.

This project is different. It is a crew.

	Single agent	Multi-agent crew
Structure	One agent does everything	Specialists collaborate
Routing	Fixed execution path	Orchestrator decides dynamically
Extensibility	Add logic to one file	Add a new agent file, register it
Analogy	Solo consultant	Consulting firm

In a consulting firm, the partner doesn't run the analysis — they manage the engagement. The analyst doesn't write the strategy deck — they produce the numbers. The strategist doesn't query the database — they interpret what the analyst found.

Each specialist is better at their job precisely because they don't do anyone else's job.

The Crew

Business question
      │
      ▼
┌─────────────────────────────────────┐
│           Orchestrator              │
│  Routes · Coordinates · Synthesizes │
│  Never touches the database         │
└────────────┬───────────────┬────────┘
             │               │
             ▼               ▼
    ┌──────────────┐  ┌────────────────┐
    │  Data Agent