Add AI Skill from Sourabh Ghose#123
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Comprehensive Genie Code Agent Skill for generating production-ready pipeline bundles using the Data Flow Spec Framework (databricks-solutions/lakeflow_framework). Includes: - SKILL.md: Complete skill definition with full schema reference - 5 Data Flow Spec templates (bronze, cloudfiles, silver flows, joins, gold MVs) - Energy domain examples (bronze, silver, gold layers) - 7 StructType schemas, 5 DQ expectation files - Pipeline resource and substitution templates - Python extension stubs (sources, transforms, sinks) - Scaffolding script for auto-generating pipeline bundles - Validation script for Data Flow Spec files - Deployment helper scripts - Comprehensive docs: getting started, 30+ example prompts, architecture guide, tested medallion example, skill development guide - Reference docs: patterns guide, schema reference, domain mapping Tested end-to-end on e2-demo-west with 7 bronze streaming tables (10.7M+ rows) and 3 gold materialized views.
feat: merge skills_for_lakeflowframework into skills/
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