Database Management Claude 스킬

Databricks Unity Catalog Governance

Implements secure, enterprise-grade data governance frameworks and access control models within the Databricks Unity Catalog environment.

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.

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 Backup Manager

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

ClickHouse Best Practices & Optimization

Optimizes ClickHouse database performance by enforcing 28 specialized rules for schema design, query execution, and data ingestion.

NoSQL Database Engineering

Implements scalable NoSQL solutions and distributed data patterns using MongoDB, Redis, Cassandra, and DynamoDB.

Data Engineering

Architects and implements robust ETL/ELT pipelines, production data platforms, and data quality frameworks.

Database Safety Validator

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

Data Warehousing & Modeling

Architects and optimizes production-grade cloud data warehouses using dimensional modeling and modern performance patterns.

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.

Treasure Data CLI (tdx-basic)

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

xsql Cross-Database CLI

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

Database Management & Drizzle ORM

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

Vector Similarity Search Patterns

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

AgentDB Advanced Features

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

Dataverse Python SDK

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

Frappe Performance Optimizer

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

Database Relationship Detector

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

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.

Drive ACSet Algebraic Manager

Manages Google Drive using an algebraic database schema and triadic logic to ensure high-order file organization and permission stability.

Parallel DuckLake XOR Discoverer

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

DuckDB Time Travel

Enables temporal versioning, historical querying, and categorical schema generation for DuckDB databases.

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.

FABER DB Coordinator

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