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](references/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](assets/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.