Database Management Agent Skills

ORM Code Generator

Automates the creation of database schemas and ORM models for multiple programming languages and frameworks.

Database Index Advisor

Analyzes database query patterns and workloads to provide actionable recommendations for index optimization and performance tuning.

Qdrant Collection Manager

Manages Qdrant vector collections for optimized semantic search across PDF, code, and markdown documents.

Arc Corpus Manager

Manages dual-indexed corpora to synchronize semantic and full-text search capabilities using Qdrant and MeiliSearch.

MeiliSearch Index Manager

Manages MeiliSearch indexes for full-text search, including lifecycle tasks, health monitoring, and data migration.

Database Migration Manager

Manages database schema migrations across SQL and NoSQL environments with automated workflows and safety-first validation.

Docker Database Specialist

Configures production-ready database containers with integrated security, persistence, and health checks.

Unified Reafference

Synchronizes session data across multiple AI agents using a topological B3 Poset database structure.

Database Initializer

Automates the provisioning and schema initialization of database infrastructure across local and cloud environments.

PostgreSQL Schema & Table Design

Optimizes PostgreSQL database architecture using professional best practices, advanced data typing, and high-performance indexing strategies.

Database Migration Strategy

Executes complex database schema and data migrations across multiple ORMs with robust rollback and zero-downtime strategies.

SQL Optimization Patterns

Optimizes SQL queries and database performance through indexing strategies, query plan analysis, and efficient data access patterns.

CakePHP Database Designer

Designs optimized database schemas, Phinx-based migrations, and multi-tenant architectures specifically for PHP CakePHP applications.

Nushell Data Storage & Formats

Manages data persistence, SQLite operations, and complex file format conversions within the Nushell environment.

MartenDB Expert

Streamlines MartenDB development in .NET by providing specialized guidance on document storage, LINQ queries, and schema migrations.

Query Optimization & Database Performance

Optimizes SQL database performance through advanced indexing strategies, execution plan analysis, and query refactoring.

ClickHouse Analytics & Data Engineering

Provides high-performance ClickHouse database patterns, query optimizations, and data engineering best practices for OLAP workloads.

JPA & Hibernate Patterns

Implements best practices for Spring Boot data persistence, query optimization, and entity modeling.

CRM File Downloader

Retrieves and saves files, documents, and attachments from a CRM PostgreSQL database directly to the local filesystem.

Supabase Database & Backend Ops

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

Docker MCP Dynamic Tools

Enables on-demand discovery and integration of over 170 MCP servers for database access, cloud services, and specialized web APIs.

PostgreSQL Patterns & Optimization

Implements high-performance PostgreSQL database designs using industry-standard indexing, schema patterns, and security best practices.

Koan Performance Optimizer

Optimizes data-intensive applications through streaming, bulk operations, and high-speed count strategies for the Koan framework.

PostgreSQL Patterns & Optimization

Optimizes PostgreSQL databases through expert schema design, indexing strategies, and security best practices based on Supabase standards.

SurrealDB Expert

Architects, implements, and optimizes secure multi-model database solutions using SurrealDB and SurrealQL.

AgentDB Performance Optimization

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

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.

ClickHouse Best Practices & Optimization

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

Data Engineering

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

NoSQL Database Engineering

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