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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

output-error-missing-schemas

growthxai

Fix missing schema definitions in Output SDK steps. Use when seeing type errors, undefined properties at step boundaries, validation failures, or when step inputs/outputs aren't being properly typed.

GitHub

output-workflow-trace

growthxai

Analyze Output SDK workflow execution traces. Use when debugging a specific workflow, examining step failures, analyzing input/output data, understanding execution flow, or when you have a workflow ID to invest...

GitHub

output-error-zod-import

growthxai

Fix Zod schema import issues in Output SDK workflows. Use when seeing "incompatible schema" errors, type errors at step boundaries, schema validation failures, or when schemas don't match between steps.

GitHub

flow-analyze-prompts

growthxai

Catalog and analyze prompts in Flow SDK workflows before conversion. Use to identify prompt formats, variables, and conversion requirements.

GitHub

n8n-workflow-patterns

franroa

Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook...

GitHub

backend-migrations

SpacePlushy

Create and manage database schema migrations with reversible changes, clear naming, and safe deployment practices. Use this skill when writing database migration files, modifying database schemas, creating migr...

GitHub

backend-queries

SpacePlushy

Write secure, optimized database queries using parameterized statements, proper indexing, and efficient data fetching patterns. Use this skill when writing database queries, ORM query methods, SQL statements, o...

GitHub

backend-models

SpacePlushy

Define database models and schemas with proper data types, constraints, relationships, and validation rules. Use this skill when creating or modifying database models, ORM entities, schema definitions, or data...

GitHub

dlt

mmbianco78

dlt (data load tool) patterns for SignalRoom ETL pipelines. Use when creating sources, debugging pipeline failures, understanding schema evolution, or implementing incremental loading.

GitHub

pipeline

mmbianco78

Run dlt pipelines and Temporal workflows for SignalRoom. Use when syncing data sources, triggering workflows, checking pipeline status, or debugging data ingestion issues.

GitHub

dbt-development

rittmananalytics

PROACTIVE skill - STOP and invoke BEFORE writing dbt SQL. Validates models against coding conventions for staging, integration, and warehouse layers. Covers naming, SQL structure, field conventions, testing, an...

GitHub

mysql-optimization

xinqilin

MySQL performance optimization guide for Spring Boot/JPA. Use when reviewing database code, discussing index design, query optimization, N+1 problems, JPA/Hibernate tuning, or analyzing EXPLAIN plans. Complemen...

GitHub

database-design

larsnyg

Expert database design and data modeling. Use when designing schemas, normalizing data, creating ER diagrams, or making architectural database decisions.

GitHub

database-visualization

larsnyg

Expert in creating database diagrams and visual representations. Use when generating ERDs, schema diagrams, or visualizing database relationships with Mermaid.js.

GitHub

duckdb-sql

robdmc

Generate DuckDB SQL queries. Use when user asks about DuckDB queries, data analysis, exploring .ddb database files, CSV files, Parquet files, wants help editing/improving SQL, asks to use the duckdb skill, refe...

GitHub

env-switch

mim1012

Safely switch between local and production environments with validation and step-by-step guidance. Use when user wants to "switch to local", "change to production", "separate environments", or "toggle between d...

GitHub

polars

silvainfm

Lightning-fast DataFrame library written in Rust for high-performance data manipulation and analysis. Use when user wants blazing fast data transformations, working with large datasets, lazy evaluation pipeline...

GitHub

sql-optimization-patterns

neo-picasso-2112

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or...

GitHub

pact-database-patterns

v4lheru

CODE PHASE (Database): Data layer implementation patterns and best practices. Provides schema design patterns, query optimization strategies, indexing guidelines, data integrity constraints, migration patterns...

GitHub

redpanda-migrator

ajurcenk

Generate Redpanda Migrator YAML configuration files for migrating data between Kafka-compatible clusters. Use when users request migration configurations for Kafka, Redpanda, Confluent Cloud, AWS MSK, or other...

GitHub

sql-schema-generator

ehtbanton

Generate SQL database schema files with tables, relationships, indexes, and constraints for PostgreSQL, MySQL, or SQLite. Triggers on "create SQL schema", "generate database schema", "SQL tables for", "database...

GitHub

construction-data-migration

CBoser

Specialized skill for migrating Excel-based construction project management data to web platform. Use when the user needs to transform, validate, or migrate data from Excel systems including Plan Start Sheets (...

GitHub

csv-validator

CBoser

Validates and fixes BOM CSV files for ECIR tool compatibility. Use when users need to check CSV files before running ECIR comparisons, fix CSV formatting issues, ensure required columns exist, or diagnose why E...

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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