validation_assistant

Generate data-aware validation suggestions based on actual column types and statistics.

Analyzes your data’s structure (types, null counts, value ranges, cardinality) to produce actionable Pointblank validation code tailored to your dataset.

{
  "tool": "validation_assistant",
  "arguments": {
    "dataframe_id": ...,
    "validation_goal": "general"
  }
}

Parameters

dataframe_id: string

required

validation_goal: string = “general”

No description.