II.
LibraryProcess overview
Reference · livelib-process:data-engineering-analytics--dbt-model-development
dbt-model-development overview
dbt Model Development - Guide the complete development lifecycle of dbt models from staging through intermediate to marts layers, following naming conventions, implementing tests, creating documentation, and conducting thorough code reviews.
Attributes
displayName
dbt-model-development
description
dbt Model Development - Guide the complete development lifecycle of dbt models from staging through intermediate to marts layers,
following naming conventions, implementing tests, creating documentation, and conducting thorough code reviews.
libraryPath
library/specializations/data-engineering-analytics/dbt-model-development.js
specialization
data-engineering-analytics
references
- - dbt Best Practices: https://docs.getdbt.com/guides/best-practices - dbt Style Guide: https://github.com/dbt-labs/corp/blob/main/dbt_style_guide.md - dbt Model Layers: https://docs.getdbt.com/guides/best-practices/how-we-structure/1-guide-overview - dbt Testing: https://docs.getdbt.com/docs/build/tests - dbt Documentation: https://docs.getdbt.com/docs/collaborate/documentation
example
const result = await orchestrate('specializations/data-engineering-analytics/dbt-model-development', {
modelName: 'fct_orders',
modelType: 'fact',
layer: 'marts',
sourceTables: ['stg_orders', 'stg_customers', 'stg_products'],
businessRequirements: 'Create a fact table tracking all order transactions with customer and product details',
targetWarehouse: 'Snowflake',
materialStrategy: 'incremental',
reviewRequired: true,
testingLevel: 'comprehensive',
documentationStyle: 'descriptive'
});
usesAgents
- dbt-architect
- dbt-standards-validator
- staging-developer
- transformation-developer
- dimensional-modeler
- materialization-specialist
- quality-engineer
- documentation-writer
- performance-engineer
- code-reviewer
- integration-validator
- deployment-specialist
Outgoing edges
lib_applies_to_domain1
- domain:data-engineering·DomainData Engineering
lib_belongs_to_specialization1
- specialization:data-engineering-analytics·Specialization
lib_implements_workflow1
- workflow:data-pipeline-deployment·WorkflowData Pipeline Deployment
uses_agent4
- lib-agent:data-engineering-analytics--dimensional-modeler·LibraryAgentDimensional Modeler Agent
- lib-agent:shared--documentation-writer·LibraryAgentdocumentation-writer
- lib-agent:software-architecture--performance-engineer·LibraryAgentperformance-engineer
- lib-agent:shared--code-reviewer·LibraryAgentcode-reviewer
Incoming edges
None.