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Design and implement production-grade database layers using SQLModel with SQLAlchemy 2.0 patterns. This skill should be used when users need to create database models, configure engines/sessions, design schemas, implement relationships, or optimize database performance in Python FastAPI projects.
Expert in SQLite embedded database development for Tauri/desktop applications with focus on SQL injection prevention, migrations, FTS search, and secure data handling
Comprehensive guide to optimizing database queries, understanding EXPLAIN plans, indexing strategies, and eliminating N+1 queries
Define database models and ORM classes with proper data types, relationships, constraints, and validation logic following framework conventions. Use this skill when working with model definitions, schema classes, entity files, or database table representations in files like models.py, entities.ts, schema.prisma, or models/. Applies when defining table structures, relationships (one-to-many, many-to-many), validation rules, timestamps, indexes, foreign keys, and data integrity constraints at the database level.
Expert Apache Cassandra database administrator specializing in data modeling, replication strategies, and performance optimization. Masters CQL queries, cluster management, and scaling Cassandra for high-availability deployments.
Show details about a specific database. Requires authentication. Use for Agentuity cloud platform operations
PostgreSQL 스키마 설계 가이드. DDL 작성, 테이블 설계, 인덱스 전략, 마이그레이션 시 참조. "schema", "ddl", "table", "migration", "index", "constraint" 키워드로 트리거.
Database schema reference for haios_memory.db. MUST be used before any SQL query to verify table and column names. Use when verifying schema, checking table structure, or before database operations.
Database patterns including repository, query building, and pagination. Use when working with SQL, repositories, or database operations. Triggers: repository.go, *sql.DB, *sql.Tx, ProjectionMap, query.Builder, PageRequest, PageResult, ScanFunc, WithTx, QueryOne, QueryMany, migrations, mapping.go, scanProvider, cross-domain dependencies. File patterns: internal/*/repository.go, internal/*/mapping.go, pkg/query/*.go, pkg/pagination/*.go, pkg/repository/*.go
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
GLOWマスタデータのスキーマ調査とSQL分析。jqでテーブル構造確認、DuckDBでCSVクエリ。マスタデータ、CSV、スキーマで使用。
Prisma schema constraints, decimal handling, soft delete patterns, and database conventions. Use when working with schema changes, unique constraints, decimal precision, or database operations.
PostgreSQL development for Python with full-text search (tsvector, tsquery, BM25 via pg_search), vector similarity (pgvector with HNSW/IVFFlat), JSONB and array indexing, and production deployment. Use when creating search features, storing AI embeddings, querying vector similarity, optimizing PostgreSQL indexes, or deploying to AWS RDS/Aurora, GCP Cloud SQL/AlloyDB, or Azure. Covers psycopg2, psycopg3, asyncpg, SQLAlchemy integration, Docker development setup, and index selection strategies. Triggers are Use "PostgreSQL search", "pgvector", "BM25 postgres", "JSONB index", "psycopg", "asyncpg", "PostgreSQL Docker", "AlloyDB vector". Does NOT cover - DBA administration (backup, replication, users), MySQL/MongoDB/Redis, schema design theory, stored procedures.
Use interactive transactions with $transaction callback for atomic operations and automatic rollback. Use when operations must succeed or fail together.
Manages LibSQL/Turso database schemas with Zod validation, creates migrations, and ensures type-safe database operations. Use when creating database tables, writing migrations, or implementing schema validation.
Prisma ORM configuration and patterns. Use when setting up database access with Prisma.
Drizzle ORM configuration and patterns. Use as a lightweight alternative to Prisma.
This skill should be used when the user asks about "ActiveRecord", "database queries", "associations", "validations", "migrations", "scopes", "callbacks", "N+1 queries", "eager loading", "includes", "joins", "eager_load", "preload", "database optimization", "model relationships", "has_many", "belongs_to", "has_one", "polymorphic associations", "pluck", "exists", or needs guidance on database-related Rails topics.
