{
  "id": "workflow:dbt-model-review",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-data-eng-deep.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "dbt Model Review",
    "workflowKind": "governance",
    "triggerType": "event-driven",
    "typicalCadence": "per-pull-request",
    "complexity": "single-team",
    "description": "Reviews dbt model changes before merge — validating naming conventions,\nchecking materialization strategy appropriateness, verifying test coverage\non primary keys and not-null constraints, auditing ref() lineage for\ncircular dependencies, profiling query cost against warehouse budgets, and\nensuring documentation blocks and schema YAML are updated. Excludes data\npipeline orchestration and scheduling.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:dbt-model-review",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "role:code-reviewer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "role:ml-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "skill-area:postgres-tuning",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "domain:data-science",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "domain:databases",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "responsibility:review-prs-merge-decisions",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "org-unit:data-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:dbt-model-review",
      "to": "org-unit:data-platform-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:data-lakehouse",
      "to": "workflow:dbt-model-review",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:batch-processing",
      "to": "workflow:dbt-model-review",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:hr-people-analytics",
      "to": "workflow:dbt-model-review",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:data-warehouse-bi",
      "to": "workflow:dbt-model-review",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:data-quality-governance",
      "to": "workflow:dbt-model-review",
      "kind": "follows_workflow"
    }
  ]
}