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tools data engineering AI Skills

Discover tools data engineering skills, compare source repositories and read the instructions for each workflow.

Categories: tools data engineering

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GitHub

prisma-expert

GrupoUS

Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design...

GitHub

database-architect

changgenglu

Activates when user requests database design, schema planning, index optimization, sharding strategies, read-write separation, or multi-tenant data isolation. Do NOT use for NoSQL/Redis design (use redis-archit...

GitHub

data-migrations

claushaas

Plan and execute schema/data migrations safely with compatibility, backfills, and rollback. Use when changing data models, schemas, or storage.

GitHub

db-explore

Andrew1326

MongoDB database exploration for understanding game data, debugging, and investigation. Auto-applies when discussing database structure or debugging data issues.

GitHub

migestion-prisma

eduardbar

Prisma ORM patterns for MiGestion - multi-tenant queries, migrations, seed. Trigger: When writing Prisma queries, migrations, or schema changes.

GitHub

clickhouse-io

anton-dovnar

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

GitHub

database-manager

ayia

Manage PostgreSQL database for NutriProfile. Use this skill when working with SQLAlchemy models, Alembic migrations, query optimization, or database schema changes. Covers async operations and Fly Postgres depl...

GitHub

java-sql-schema-migrations

HZeroxium

Flyway/Liquibase-agnostic database migration strategy for backward-compatible, zero-downtime schema changes using expand/contract. Includes rollout plan, safety checks, and verification steps.

GitHub

firebase-data-connect

7Spade

Firebase Data Connect integration for GraphQL-based data access with PostgreSQL. Use when building GraphQL schemas, queries, mutations, or integrating Firebase Data Connect with Angular applications. Supports t...

GitHub

ai-data-analyst

GrupoUS

Perform comprehensive data analysis, statistical modeling, and data visualization by writing and executing self-contained Python scripts. Use when you need to analyze datasets, perform statistical tests, create...

GitHub

everest-supabase-operations

breverdbidder

Supabase database operations for Everest Capital projects (BidDeed.AI, ZoneWise, Life OS). Includes query building, checkpoint management, insights logging, and table schemas. Connection to mocerqjnksmhcjzxrewo...

GitHub

baton

mgerasolo

Context management system for solving compaction problems. Provides TLDR summaries, conversation tracking, and efficient post-compaction recovery. Triggers on "/baton".

GitHub

notebooks-back-end

data-desk-eco

Use when working with DuckDB databases, Makefiles, or building/deploying notebooks. Triggers on DuckDB queries, database creation, Makefile editing, make targets (build, data, etl), GitHub Actions workflows, CI...

GitHub

python-expert

LPDigital-Agent

Python specialist for Faiston One Platform. Use when writing FastAPI endpoints, Google ADK agents, async patterns, Pydantic models, and Lambda handlers. PROACTIVE for code review and refactoring.

GitHub

workflow-architect

LPDigital-Agent

Complex task decomposition and workflow orchestration specialist. Use PROACTIVELY for multi-step projects, ChromaDB integration, semantic search architecture, tool/agent coordination, and knowledge base design....

GitHub

temporal-cloud

git-tao

Temporal Cloud managed service documentation. Use for deploying workflows to Temporal Cloud, managing namespaces, certificates, API keys, users, billing, and using the tcld CLI.

GitHub

performance-analyst

changgenglu

Activates when user requests performance optimization, N+1 query analysis, caching strategy design, database tuning, or scalability assessment. Do NOT use for security audits. Examples: 'Optimize this slow quer...

GitHub

java-messaging-kafka

HZeroxium

Kafka producer/consumer patterns with at-least-once semantics, DLQ topics, and schema evolution. Use when building event-driven features or diagnosing lag/dup/replay issues.

GitHub

airflow-dag-patterns

MGPowerlytics

Best practices and conventions for creating and maintaining Airflow DAGs, including task naming, flow patterns, and error handling.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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