{
  "id": "lib-process:data-engineering-analytics--dbt-model-development",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "dbt-model-development",
    "description": "dbt Model Development - Guide the complete development lifecycle of dbt models from staging through intermediate to marts layers,\nfollowing 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\n- dbt Style Guide: https://github.com/dbt-labs/corp/blob/main/dbt_style_guide.md\n- dbt Model Layers: https://docs.getdbt.com/guides/best-practices/how-we-structure/1-guide-overview\n- dbt Testing: https://docs.getdbt.com/docs/build/tests\n- dbt Documentation: https://docs.getdbt.com/docs/collaborate/documentation"
    ],
    "example": "const result = await orchestrate('specializations/data-engineering-analytics/dbt-model-development', {\n  modelName: 'fct_orders',\n  modelType: 'fact',\n  layer: 'marts',\n  sourceTables: ['stg_orders', 'stg_customers', 'stg_products'],\n  businessRequirements: 'Create a fact table tracking all order transactions with customer and product details',\n  targetWarehouse: 'Snowflake',\n  materialStrategy: 'incremental',\n  reviewRequired: true,\n  testingLevel: 'comprehensive',\n  documentationStyle: 'descriptive'\n});",
    "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"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:data-engineering-analytics--dbt-model-development",
      "to": "domain:data-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:data-engineering-analytics--dbt-model-development",
      "to": "workflow:data-pipeline-deployment",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:data-engineering-analytics--dbt-model-development",
      "to": "specialization:data-engineering-analytics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:data-engineering-analytics--dbt-model-development",
      "to": "lib-agent:data-engineering-analytics--dimensional-modeler",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:data-engineering-analytics--dbt-model-development",
      "to": "lib-agent:shared--documentation-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:data-engineering-analytics--dbt-model-development",
      "to": "lib-agent:software-architecture--performance-engineer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:data-engineering-analytics--dbt-model-development",
      "to": "lib-agent:shared--code-reviewer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}