Database Management Claude 스킬

V3 Memory Unification

Consolidates multiple legacy memory systems into a high-performance AgentDB backend with HNSW vector search.

Swarm Memory Manager

Coordinates distributed memory and state synchronization across multi-agent systems to ensure data consistency and high-performance retrieval.

AgentDB Advanced Features

Manages complex vector database operations including multi-node QUIC synchronization, hybrid search, and distributed sharding.

ClickHouse Analytics & Data Engineering

Optimizes ClickHouse database schemas and analytical queries for high-performance OLAP workloads and data engineering.

AgentDB Advanced Features

Implements high-performance distributed vector database operations and advanced search algorithms for multi-agent AI systems.

Convex Component Authoring

Guides the development and publishing of reusable, self-contained Convex backend components with isolated database schemas.

JPA Persistence & Optimization

Provides expert guidance on JPA/Hibernate entity modeling, query optimization, and transaction management for Spring Boot applications.

Memory Management

Manages persistent AgentDB storage with HNSW vector search for high-speed semantic pattern retrieval and cross-agent knowledge sharing.

NoSQL Expert & Distributed Systems Architect

Provides expert guidance and architectural patterns for high-scale distributed NoSQL databases like Cassandra and DynamoDB.

NextSQL DSL Expert

Generates and manages type-safe NextSQL queries, mutations, and migrations with strict DSL compliance for Rust-based projects.

Prisma ORM Expert

Streamlines database workflows by optimizing Prisma schema design, resolving migration conflicts, and implementing high-performance query patterns.

MongoDB Schema Architect

Generates optimized Mongoose schemas with robust validation, efficient indexing strategies, and performance-tuned data relationships.

Neon Serverless Postgres

Facilitates professional-grade database management using Neon serverless Postgres with optimal connection patterns for Prisma and Drizzle ORMs.

Neon Postgres

Implements expert patterns for Neon serverless Postgres, including database branching, connection pooling, and Prisma or Drizzle ORM integrations.

Postgres Best Practices

Optimizes PostgreSQL performance and schema design using Supabase-vetted patterns and best practices.

Postgres Performance & Best Practices

Optimizes PostgreSQL database performance and schema design using expert-refined guidelines and industry best practices.

ClickHouse Analytics & Data Engineering

Optimizes ClickHouse database performance through high-performance schema design, query optimization, and advanced analytical patterns.

Mongoose Schema Designer

Architects robust MongoDB schemas with Mongoose featuring advanced indexing, validation, and optimized data relationships.

Database Migration Specialist

Executes complex database schema changes, data transformations, and zero-downtime deployment strategies across multiple ORMs.

dbt Transformation Patterns

Implements production-ready dbt patterns for scalable analytics engineering, model layering, and automated testing.

ClickHouse Analytics & Data Engineering

Optimizes ClickHouse database performance with specialized patterns for high-speed analytical queries and data engineering.

ClickHouse Analytics & Data Engineering

Implements high-performance ClickHouse database patterns, query optimizations, and efficient data engineering workflows for analytical workloads.

ER Diagram and Data Modeling

Generates entity-relationship diagrams and provides expert data modeling guidance for robust database schema design.

Zod Firestore Type Safety

Implements end-to-end type safety for Firestore databases using Zod schemas and the withConverter API.

Firestore Data Modeling Patterns

Optimizes NoSQL database structures using Firestore best practices for subcollections, data denormalization, and atomic operations.

Mongoose Schema Designer

Architects robust MongoDB data models using Mongoose with optimized indexing and advanced validation rules.

Aegis Tenancy Enforcer

Enforces strict multi-tenant data isolation by ensuring communityId filters are applied to all MongoDB operations.

Database Migrations & Schema Patterns

Implements safe, reversible database schema changes and zero-downtime deployment patterns across major SQL engines and ORMs.

Convex Component Authoring

Architects and publishes reusable, self-contained Convex backend components with isolated database schemas and modular functions.

Migration Engineer

Plans and executes complex system migrations across databases, APIs, and frameworks with safety-first rollback strategies.