Database Management Claude 스킬

Medallion Architecture for Databricks

Implements scalable data lakehouse patterns using Bronze, Silver, and Gold layer design principles and templates.

Databricks Data Classification

Automates data classification and tagging within Databricks Unity Catalog to ensure regulatory compliance and data governance.

Data Product Engineering

Implements robust data mesh architectures with standardized contracts, SLAs, and governance frameworks on Databricks.

AgentDB Performance Optimization

Optimizes AgentDB vector databases through quantization, HNSW indexing, and advanced caching to drastically reduce memory usage and increase search speed.

Database Design & Optimization

Architects scalable database schemas, optimizes SQL queries, and manages complex data migrations using industry best practices.

AgentDB Vector Search

Implements high-performance semantic vector search for intelligent document retrieval and context-aware RAG systems.

AgentDB Performance Optimization

Optimizes AgentDB vector database performance through quantization, HNSW indexing, and efficient batch operations.

Supabase Database & Backend Ops

Manages Supabase projects, optimizes Postgres performance, and automates database migrations and Row-Level Security (RLS) policies using the Supabase CLI.

Database Backup Manager

Automates secure database backup creation, verification, and metadata tracking across development and production environments.

AgentDB Advanced Features

Manages sophisticated vector database operations including QUIC synchronization, hybrid search, and distributed multi-agent coordination.

CRM File Insertion and Linking

Automates the process of encoding, hashing, and uploading files to a CRM database while linking them to specific business entities.

Database Management & Drizzle ORM

Manages database operations, schema definitions, and migrations using Drizzle ORM and Neon PostgreSQL for robust data layers.

Database Safety Validator

Analyzes database migrations for destructive operations and enforces production safety rules to prevent accidental data loss.

Treasure Data CLI (tdx-basic)

Manages Treasure Data resources and executes SQL queries using the tdx CLI directly within Claude.

Dataverse Python SDK

Simplifies interaction with the Microsoft PowerPlatform Dataverse Client SDK for building robust Python integrations.

Vector Similarity Search Patterns

Implements high-performance similarity search and vector retrieval patterns for AI-driven applications.

Database Relationship Detector

Identifies and validates foreign key relationships in relational databases using naming heuristics and deep value overlap analysis.

Frappe Performance Optimizer

Optimizes Frappe Framework applications by generating efficient database queries, implementing caching strategies, and managing database indexes.

dbt Analytics Engineering

Simplifies data transformation and analytics engineering by providing standardized dbt patterns, model structures, and testing frameworks.

Time Travel CRDT Skill

Facilitates advanced distributed state management using Conflict-free Replicated Data Types (CRDTs) and reversible computing patterns.

Parallel DuckLake XOR Discoverer

Discovers and cross-references communication threads with DuckDB data sources using XOR-deterministic parallel operations.

DuckLake Ergodic Schema Walker

Performs ergodic random walk exploration of DuckDB and DuckLake schemas using concurrent, triadic agent coordination.

Topos Adhesive Rewriting

Optimizes graph rewriting and incremental query updates using category-theoretic adhesive patterns.

SQLMesh Data Transformation

Implements advanced data transformation patterns using SQLMesh for efficient incremental processing and column-level lineage.

Convex Development

Implement best practices for building robust, secure, and cost-optimized backends using the Convex database.

Database Patterns & Optimization

Implements high-performance database migrations, query optimizations, and transaction management patterns for robust data layers.

PG Gleam Postgres Guide

Optimizes Postgres performance and schema design for Gleam-based backend stacks using Squirrel, POG, and Cigogne.

FABER DB Coordinator

Orchestrates database lifecycle operations across development phases from requirement detection to production release.

Reconciliation Patterns

Automates data consistency and recovery between external services and local databases by handling webhook failures and event drift.

xsql Cross-Database CLI

Queries MySQL and PostgreSQL databases safely with read-only protection and structured JSON output for AI agents.