prompt-registry-patterns
OfficialManage prompts with MLflow & UC
Authordatabricks-solutions
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of managing and versioning prompts for AI agents, ensuring consistency, enabling A/B testing, and simplifying updates without code redeployment.
Core Features & Use Cases
- Versioned Prompts: Track changes to prompts over time using MLflow.
- A/B Testing: Implement champion/challenger patterns for prompt comparison.
- Runtime Updates: Load prompts dynamically from Unity Catalog.
- Use Case: An organization developing multiple AI agents needs to ensure all prompts are version-controlled, easily updatable, and can be tested against each other to find the most effective versions before production deployment.
Quick Start
Use the prompt-registry-patterns skill to load the 'orchestrator' prompt from Unity Catalog.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: prompt-registry-patterns Download link: https://github.com/databricks-solutions/vibe-coding-workshop-template/archive/main.zip#prompt-registry-patterns Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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