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Categories: devops sql databases

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python-database-patterns

aiskillstore

SQLAlchemy and database patterns for Python. Triggers on: sqlalchemy, database, orm, migration, alembic, async database, connection pool, repository pattern, unit of work.

GitHub

sqlite-ops

aiskillstore

Patterns for SQLite databases in Python projects - state management, caching, and async operations. Triggers on: sqlite, sqlite3, aiosqlite, local database, database schema, migration, wal mode.

GitHub

connection-pooling

yonatangross

Database and HTTP connection pooling patterns for Python async applications. Use when configuring asyncpg pools, aiohttp sessions, or optimizing connection lifecycle in high-concurrency services.

GitHub

dbt-materializations

sfc-gh-dflippo

Choosing and implementing dbt materializations (ephemeral, view, table, incremental, snapshots, Python models). Use this skill when deciding on materialization strategy, implementing incremental models, setting...

GitHub

grey-haven-database-conventions

greyhaven-ai

Apply Grey Haven database conventions - snake_case fields, multi-tenant with tenant_id and RLS, proper indexing, migrations for Drizzle (TypeScript) and SQLModel (Python). Use when designing schemas, writing da...

GitHub

sqlalchemy-orm

bobmatnyc

SQLAlchemy Python SQL toolkit and ORM with powerful query builder, relationship mapping, and database migrations via Alembic

GitHub

python-database-patterns

0xDarkMatter

SQLAlchemy and database patterns for Python. Triggers on: sqlalchemy, database, orm, migration, alembic, async database, connection pool, repository pattern, unit of work.

GitHub

pythonsqlalchemy

martinffx

SQLAlchemy ORM patterns for Python database access. Use when defining models, writing queries, implementing upserts, working with JSON columns, or managing database sessions.

GitHub

debugging-orm-queries

galihcitta

Converts ORM calls to raw SQL and analyzes query performance. Detects N+1 queries, missing indexes, and other anti-patterns. Use when debugging slow queries, tracing ORM-generated SQL, or optimizing database pe...

GitHub

query-writer

mozilla

Use this skill when writing or updating SQL queries (query.sql) or Python ETL scripts (query.py) following Mozilla BigQuery ETL conventions. ALWAYS checks for and updates existing tests when modifying queries....

GitHub

python-peewee

narumiruna

Patterns for using Peewee ORM with DatabaseProxy and scoped connections/transactions. Use when setting up DatabaseProxy, managing connection_context/atomic blocks, or writing tests with SQLite.

GitHub

python-peewee

narumiruna

Patterns for using Peewee ORM with DatabaseProxy and scoped connections/transactions. Use when setting up DatabaseProxy, managing connection_context/atomic blocks, or writing tests with SQLite.

GitHub

sqlalchemy

joneqian

SQLAlchemy Python SQL toolkit and ORM. Use for database models, queries, sessions, relationships, migrations, async database operations, and working with PostgreSQL, MySQL, SQLite, Oracle, SQL Server.

GitHub

duckdb

silvainfm

Fast in-process analytical database for SQL queries on DataFrames, CSV, Parquet, JSON files, and more. Use when user wants to perform SQL analytics on data files or Python DataFrames (pandas, Polars), run compl...

GitHub

databricks-sql

mats16

A skill for using Databricks SQL (SQL Warehouse) via SDK. Supports both Python (databricks-sql-connector) and Node.js (@databricks/sql). Use when: - Connecting to SQL Warehouse from Databricks Apps to execute...

GitHub

sqlmodel-orm-dbhelper

alijilani-dev

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...

GitHub

sqlmodel

Salmanferozkhan

Expert guidance for SQLModel - the Python library combining SQLAlchemy and Pydantic for database models. Use when (1) creating database models that work as both SQLAlchemy ORM and Pydantic schemas, (2) building...

GitHub

backend-migrations

maksimtereshin

Create and manage database migrations with reversible up/down methods, zero-downtime deployment strategies, and proper schema versioning. Use this skill when creating database migration files, altering table sc...

GitHub

postgresql-expert

vrazdalovschi

Use when editing .sql files, reviewing SQL in Python/JavaScript/TypeScript code, writing database queries, or when user mentions PostgreSQL, SQL validation, query optimization, or database schema.

GitHub

sqlmodel-mastery

AbdullahMalik17

Comprehensive SQLModel skill for Python database operations with SQL databases. Use when working with SQLModel for (1) Designing database models and table schemas, (2) Creating relationships between tables (for...

GitHub

sqlmodel

jamaliumair

SQLModel ORM skill for Python database operations combining SQLAlchemy power with Pydantic validation. Use when: (1) Defining database models with type hints, (2) Setting up async database connections, (3) Crea...

GitHub

sqlmodel

shmlaiq

SQLModel - Pydantic + SQLAlchemy combined. This skill should be used when building FastAPI apps with database, creating ORM models, data validation with database persistence, or any Python project needing both...

GitHub

sqlmodel

Razamirxa

SQLModel ORM skill for Python database operations. Use when defining database models, creating tables, managing sessions, writing CRUD operations, or integrating with FastAPI. Triggers include "create model", "...

GitHub

snowflake-query

haggler09

Execute SQL queries against Snowflake data warehouse using Python connector. Supports password, key-pair, and SSO/OAuth authentication. Use for ad-hoc queries, data extraction, and schema exploration. Output in...

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