leo-claude-mktplace/plugins/data-platform/commands/run.md

/run - Execute dbt Models

Visual Output

When executing this command, display the plugin header:

┌──────────────────────────────────────────────────────────────────┐
│  📊 DATA-PLATFORM · dbt Run                                       │
└──────────────────────────────────────────────────────────────────┘

Then proceed with the execution.

Run dbt models with automatic pre-validation.

Usage

/run [model_selection] [--full-refresh]

Workflow

1. Pre-validation (MANDATORY):

   • Use dbt_parse to validate project
   • Check for deprecated syntax (dbt 1.9+)
   • If validation fails, show errors and STOP

2. Execute models:

   • Use dbt_run with provided selection
   • Monitor progress and capture output

3. Report results:

   • Success/failure status per model
   • Execution time
   • Row counts where available
   • Any warnings or errors

Examples

/run                           # Run all models
/run dim_customers             # Run specific model
/run +fct_orders               # Run model and its upstream
/run tag:daily                 # Run models with tag
/run --full-refresh            # Rebuild incremental models

Selection Syntax

Pattern	Meaning
model_name	Run single model
+model_name	Run model and upstream
model_name+	Run model and downstream
+model_name+	Run model with all deps
tag:name	Run by tag
path:models/staging	Run by path

Available Tools

Use these MCP tools:

• dbt_parse - Pre-validation (ALWAYS RUN FIRST)
• dbt_run - Execute models
• dbt_build - Run + test
• dbt_test - Run tests only