II.
Workflow overview
Reference · liveworkflow:dbt-model-review
dbt Model Review overview
Reviews dbt model changes before merge — validating naming conventions, checking materialization strategy appropriateness, verifying test coverage on primary keys and not-null constraints, auditing ref() lineage for circular dependencies, profiling query cost against warehouse budgets, and ensuring documentation blocks and schema YAML are updated. Excludes data pipeline orchestration and scheduling.
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,
checking materialization strategy appropriateness, verifying test coverage
on primary keys and not-null constraints, auditing ref() lineage for
circular dependencies, profiling query cost against warehouse budgets, and
ensuring documentation blocks and schema YAML are updated. Excludes data
pipeline orchestration and scheduling.
Outgoing edges
applies_to_domain2
- domain:data-science·DomainData Science
- domain:databases·DomainDatabases
involves_role3
- role:data-scientist·RoleData Scientist
- role:code-reviewer·RoleCode Reviewer
- role:ml-engineer·RoleMachine Learning Engineer
performed_by_org_unit2
- org-unit:data-team·OrgUnitData Team
- org-unit:data-platform-team·OrgUnitData Platform Team
requires_skill_area2
- skill-area:python-data-pipelines·SkillAreaPython Data Pipelines
- skill-area:postgres-tuning·SkillAreaPostgres Performance Tuning
triggers_responsibility2
- responsibility:review-prs-merge-decisions·ResponsibilityReview PRs and make merge decisions
- responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
Incoming edges
follows_workflow5
- stack-profile:data-lakehouse·StackProfileData Lakehouse Stack (Databricks, Spark, Delta Lake, dbt, Airflow)
- stack-profile:batch-processing·StackProfileBatch Processing (Airflow + dbt + PostgreSQL + Python + S3)
- stack-profile:hr-people-analytics·StackProfileHR / People Analytics Stack (Python, PostgreSQL, dbt, Metabase, FastAPI)
- stack-profile:data-warehouse-bi·StackProfileData Warehouse / BI Stack (dbt, BigQuery, Metabase/Looker, Python, Airflow)
- stack-profile:data-quality-governance·StackProfileData Quality / Governance Stack (Great Expectations, dbt, Airflow, PostgreSQL, Python)