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This skill provides a systematic framework for identifying and resolving failures within dbt Cloud and platform environments. It streamlines the investigation process by leveraging MCP tools, Git history, and data discovery techniques to classify errors as infrastructure-related, code-based, or data-specific. By enforcing a rigorous approach to root cause analysis and the 'Iron Rule'—never modifying a test without understanding why it failed—this skill helps analytics engineers maintain reliable data pipelines and professional documentation standards during critical job failures.