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dataform-debugging

Diagnose Dataform compilation, authentication, and runtime errors in BigQuery pipelines.

Updated Aug 23, 2026
Search Tags:#debugging#SQL#troubleshooting#BigQuery#data-pipelines#data-quality#dataform
One-click install
npx skills add https://github.com/Expanly/expanly-claude-code-agents --skill dataform-debugging
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: dataform-debugging
Source: https://github.com/Expanly/expanly-claude-code-agents/tree/main/plugins/expanly-scoring-model/skills/dataform-debugging
Command: npx skills add https://github.com/Expanly/expanly-claude-code-agents --skill dataform-debugging

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a comprehensive debugging guide for Dataform projects and BigQuery workloads, helping teams quickly identify and resolve compilation, authentication, and runtime errors.

Core Features & Use Cases

  • Step-by-step diagnostics covering authentication, compile-time, data quality, incremental, and runtime errors.
  • Quick reference for common Dataform build problems with practical fixes suitable for data pipelines and analytics workloads.
  • Use Case: A data team diagnosing a failing Dataform compilation in a nightly pipeline.

Quick Start

Follow the diagnostic checklist to start investigating a broken Dataform workflow: verify authentication, run a local compile, check dependencies and incremental logic, then review data quality signals.

Frequently Asked Questions about dataform-debugging

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I fix Dataform compilation errors in BigQuery pipelines?▼

Fix Dataform compilation errors by running a local compile to identify syntax issues, verifying Dataform definitions, and checking dependencies to resolve failing BigQuery pipeline builds.

Why does my Dataform authentication fail when running BigQuery workflows?▼

Dataform authentication fails often due to incorrect service account configuration or missing BigQuery permissions; verify authentication setup and credentials to restore pipeline execution.

What is the best way to troubleshoot Dataform incremental table problems?▼

Troubleshoot Dataform incremental table problems by reviewing incremental logic, checking data quality signals, and validating SQL definitions to ensure BigQuery pipelines update correctly.

Do I need to know SQL and BigQuery concepts to debug Dataform runtime failures?▼

Yes, debugging Dataform runtime failures requires familiarity with Dataform definitions, SQL, and BigQuery concepts to analyze errors and apply targeted fixes across data pipelines.

What should I check when Dataform data quality checks fail in a nightly pipeline?▼

When Dataform data quality checks fail, review data quality signals, verify authentication, inspect compile-time errors, and check incremental logic to diagnose nightly pipeline failures.

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