genie-optimization-orchestrator
OfficialOptimize Genie Space accuracy and performance.
Authordatabricks-solutions
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the complex process of optimizing Databricks Genie Spaces to achieve high accuracy and repeatability in SQL generation, reducing manual tuning and debugging time.
Core Features & Use Cases
- Automated Optimization Loop: Orchestrates a multi-stage process including benchmark generation, evaluation, metadata optimization, and application of changes.
- MLflow Integration: Leverages MLflow for experiment tracking, model versioning, and detailed performance logging.
- Use Case: When your Genie Space is generating SQL that is frequently incorrect or inconsistent, use this Skill to systematically identify issues, propose fixes, and validate improvements, aiming for over 95% accuracy.
Quick Start
Use the genie-optimization-orchestrator skill to optimize the Genie Space with ID 'your-space-id' for the 'cost' domain.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: genie-optimization-orchestrator Download link: https://github.com/databricks-solutions/vibe-coding-workshop-template/archive/main.zip#genie-optimization-orchestrator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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