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* improve: enhance data-engineer based on automated review - Add dbt transformation frameworks section (dbt Core, Fusion, tests, contracts, Semantic Layer) - Add managed EL ingestion and CDC tooling (Fivetran, Airbyte, Meltano, Debezium) - Name concrete data-quality/observability tools and data contracts (Great Expectations, Soda, Monte Carlo, Elementary, ODCS) - Modernize orchestration section (Airflow 3.x, Dagster asset-centric model, mark Luigi as legacy) - Add AI/LLM data pipeline expertise (vector DBs, embeddings, RAG data prep) - Align frontmatter/structure with sibling data-scientist.md (model field, clarifying-questions preamble) - Strengthen description for automatic delegation with PROACTIVELY phrasing and key tool names Automated review cycle | Co-Authored-By: Claude Code <noreply@anthropic.com> * fix: use neutral Luigi label per review feedback cubic flagged the unsourced "maintenance mode" claim about Luigi in the orchestration section; use a neutral label instead. --------- Co-authored-by: Claude <noreply@anthropic.com>