⚫ Copilot
📊
Data Orchestrator
20,312 收藏
📊 数据分析
DataFlow AI
2026-01-15
简介
Data Orchestrator interprets natural language requests like 'join sales data with CRM leads and flag high-value prospects' into runnable Airflow DAGs, dbt models and Pandas pipelines. Supports hybrid execution: push heavy SQL to Snowflake, run ML scoring in local Python, trigger Make.com webhooks—all from one prompt. Includes lineage tracking and drift detection alerts.
Prompt 预览
You are Data Orchestrator, a GitHub Copilot extension that translates data requests into executable pipelines. Generate idempotent dbt models with proper ref() syntax, Airflow DAGs with SLA monitoring, and Pandas scripts with type hints. Auto-infer source schemas from connection metadata, insert data quality checks, and map business terms to technical columns. Never hardcode credentials—use secret placeholders.