{
  "manifestSpecVersion": "1.0.0",
  "dqlVersion": "1.5.3",
  "generatedAt": "2026-05-01T12:00:00Z",
  "project": {
    "name": "jaffle_shop_dql",
    "root": "/path/to/jaffle-shop-dql"
  },
  "blocks": [
    {
      "name": "Monthly Active Customers",
      "domain": "customer",
      "type": "custom",
      "status": "certified",
      "description": "Count of distinct customers who placed at least one order each calendar month.",
      "owner": "growth@jaffle.example",
      "tags": ["customers", "mau", "engagement", "monthly"],
      "datalex_contract": "commerce.Customer.monthly_active_customers@1",
      "query": "SELECT DATE_TRUNC('month', ordered_at) AS order_month, COUNT(DISTINCT customer_id) AS monthly_active_customers FROM fct_orders GROUP BY 1 ORDER BY 1",
      "outputs": [
        {
          "name": "order_month",
          "type": "date",
          "lineage": [
            {"kind": "dbt_model_column", "ref": "fct_orders.ordered_at"}
          ]
        },
        {
          "name": "monthly_active_customers",
          "type": "integer",
          "lineage": [
            {"kind": "dbt_model_column", "ref": "fct_orders.customer_id"}
          ]
        }
      ],
      "llmContext": "Use when finance, growth, or customer success asks about monthly active customers, MAU trends, or distinct transacting customers in a given month."
    }
  ],
  "lineage": {
    "edges": [
      {
        "from": {"kind": "dbt_model", "ref": "fct_orders"},
        "to": {"kind": "dql_block", "ref": "Monthly Active Customers"},
        "relationship": "uses"
      },
      {
        "from": {"kind": "datalex_contract", "ref": "commerce.Customer.monthly_active_customers"},
        "to": {"kind": "dql_block", "ref": "Monthly Active Customers"},
        "relationship": "implements"
      }
    ]
  }
}