Validate Data Product

Validating a Data Product

When asked to validate a data product, you MUST follow these steps and provide a status for every sub-step. Your task is not complete until the Final Validation Ledger is populated.

The following steps are mandatory:

• Step 1: Syntax & Compilation Check (Status Required)
• Step 2: Testing & Linting (Status Required)
• Step 3: Structural and Syntax Validation (Status Required)
• Step 4: Field and Data Foundation Validation (Status Required)
• Step 5: Readability & Configuration (Status Required)
• Step 6: Pipeline Execution (Status Required)

Please refer to validation_steps.md for the detailed validation steps to follow.

📊 Mandatory Validation Reporting

At the end of every validation task (successful or otherwise), you MUST generate a comprehensive Data Product Validation Report as an artifact in the standard brain artifacts directory.

• Use the template located at: validation_report_template.md
• Save this artifact with the exact filename validation_report.md for user review.
• Fill in all placeholders (e.g. GCP parameters, validation statuses, detailed log outputs) accurately based on your run.
• Ensure the Final Validation Ledger inside is fully populated.
• Refer to the generated report in your final response to the user.