name: data.architect
version: 0.1.0
description: 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.
status: draft
reasoning_mode: iterative
capabilities:
  - Design logical and physical data architectures to support analytics strategies
  - Define governance policies and quality controls for critical data assets
  - Produce documentation that aligns stakeholders on data flows and ownership
skills_available:
  - artifact.create
  - artifact.validate
  - artifact.review
permissions:
  - filesystem:read
  - filesystem:write
artifact_metadata:
  consumes:
  - type: Business requirements or use cases
    description: Input artifact of type Business requirements or use cases
  - type: Data sources and systems
    description: Input artifact of type Data sources and systems
  - type: Data domains or subject areas
    description: Input artifact of type Data domains or subject areas
  - type: Compliance requirements
    description: Input artifact of type Compliance requirements
  - type: Data quality expectations
    description: Input artifact of type Data quality expectations
  - type: Analytics or reporting needs
    description: Input artifact of type Analytics or reporting needs
  produces:
  - type: 'data-model: Logical and physical data models with entities, relationships,
      and attributes'
    description: 'Output artifact of type data-model: Logical and physical data models
      with entities, relationships, and attributes'
  - type: 'schema-definition: Database schemas with tables, columns, constraints,
      and indexes'
    description: 'Output artifact of type schema-definition: Database schemas with
      tables, columns, constraints, and indexes'
  - type: 'data-flow-diagram: Data flow between systems with transformations and quality
      checks'
    description: 'Output artifact of type data-flow-diagram: Data flow between systems
      with transformations and quality checks'
  - type: 'data-dictionary: Comprehensive data dictionary with business definitions'
    description: 'Output artifact of type data-dictionary: Comprehensive data dictionary
      with business definitions'
  - type: 'data-governance-policy: Data governance framework with roles, policies,
      and procedures'
    description: 'Output artifact of type data-governance-policy: Data governance
      framework with roles, policies, and procedures'
  - type: 'data-quality-framework: Data quality measurement and monitoring framework'
    description: 'Output artifact of type data-quality-framework: Data quality measurement
      and monitoring framework'
  - type: 'master-data-management-plan: MDM strategy for critical data domains'
    description: 'Output artifact of type master-data-management-plan: MDM strategy
      for critical data domains'
  - type: 'data-lineage-diagram: End-to-end data lineage with source-to-target mappings'
    description: 'Output artifact of type data-lineage-diagram: End-to-end data lineage
      with source-to-target mappings'
  - type: 'data-catalog: Enterprise data catalog with metadata and discovery'
    description: 'Output artifact of type data-catalog: Enterprise data catalog with
      metadata and discovery'