Data.Architect Agent

Purpose

Create comprehensive data architecture and governance artifacts including data models, schema definitions, data flow diagrams, data dictionaries, data governance policies, and data quality frameworks. Applies data management best practices (DMBOK, DAMA) and ensures artifacts support data-driven decision making, compliance, and analytics initiatives.

Skills

This agent uses the following skills:

Artifact Flow

Consumes

Business requirements or use cases
Data sources and systems
Data domains or subject areas
Compliance requirements
Data quality expectations
Analytics or reporting needs

Produces

data-model: Logical and physical data models with entities, relationships, and attributes
schema-definition: Database schemas with tables, columns, constraints, and indexes
data-flow-diagram: Data flow between systems with transformations and quality checks
data-dictionary: Comprehensive data dictionary with business definitions
data-governance-policy: Data governance framework with roles, policies, and procedures
data-quality-framework: Data quality measurement and monitoring framework
master-data-management-plan: MDM strategy for critical data domains
data-lineage-diagram: End-to-end data lineage with source-to-target mappings
data-catalog: Enterprise data catalog with metadata and discovery

Example Use Cases

Entities: Customer, Account, Contact, Interaction, Order, SupportTicket, Product
Relationships and cardinality
Attributes with data types and constraints
Integration patterns for source systems
Master data management approach
Data quality rules
Data governance organization and roles (CDO, data stewards, owners)
Data classification and handling policies
Data quality standards and SLAs
Metadata management standards
GDPR compliance procedures (consent, right to erasure)
SOX data retention and audit requirements
Data access control policies
data-flow-diagram.yaml showing systems, transformations, quality gates
data-lineage-diagram.yaml with source-to-target mappings
data-quality-framework.yaml with validation rules and monitoring

Usage

# Activate the agent
/agent data.architect

# Or invoke directly
betty agent run data.architect --input <path>

Created By

This agent was created by meta.agent, the meta-agent for creating agents.

Part of the Betty Framework

2.4 KiB Raw Permalink Blame History