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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

Showing 625–648 of 1,853

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GitHub

log-analyzer

Niller2005

Specialized in syncing logs from production and analyzing them to find trade history, errors, or performance metrics.

GitHub

sqlalchemy-postgres

cfircoo

Expert guidance for SQLAlchemy 2.0 + Pydantic + PostgreSQL. Use when setting up database layers, defining models, creating migrations, or any database-related work. Automatically activated for DB tasks.

GitHub

dbos-patterns

chaingraphlabs

DBOS durable execution patterns and CRITICAL constraints for ChainGraph executor. Use when working on workflows, steps, execution, or any DBOS-related code. Contains MUST-FOLLOW constraints about what can be ca...

GitHub

superset-chart-builder

jgtolentino

Expert guidance for selecting, configuring, and optimizing Apache Superset charts. This skill helps you choose the right visualization, configure it properly, and avoid common mistakes - with specific examples...

GitHub

superset-sql-developer

jgtolentino

Expert guidance for writing optimized SQL queries for Apache Superset datasets, virtual datasets, and SQL Lab. This skill helps you create performant queries, design efficient datasets, and leverage PostgreSQL...

GitHub

insightpulse-connection-manager

jgtolentino

Supabase-style connection UI for managing InsightPulse AI infrastructure (Supabase, Odoo, Superset, MCP servers, PostgreSQL, APIs). Self-hosted connection manager module for Odoo 19 that provides unified connec...

GitHub

superset-dashboard-automation

jgtolentino

Apache Superset dashboard automation for Finance SSC, BIR compliance, and operational analytics. Auto-generate dashboards, datasets, and charts. Tableau/Power BI alternative saving $8,400/year in licenses.

GitHub

superset-dashboard-designer

jgtolentino

Expert guidance for designing effective Apache Superset dashboards with professional layouts, intuitive navigation, and optimized user experience. This skill helps you create dashboards that tell clear data sto...

GitHub

superset-dashboard-automation

jgtolentino

Apache Superset dashboard automation for Finance SSC, BIR compliance, and operational analytics. Auto-generate dashboards, datasets, and charts. Tableau/Power BI alternative saving $8,400/year in licenses.

GitHub

scaffold-write

aalmada

Guide for adding a new write operation (command/mutation) to the Backend. Focuses on Event Sourcing, Wolverine commands, and Projections.

GitHub

scientific-workflows

jkitchin

Expert assistant for choosing and implementing scientific workflow tools - from simple joblib caching to complex orchestration with Prefect, Parsl, FireWorks, and quacc. Recommends the simplest solution that me...

GitHub

power-query-coaching

ThepExcel

Coaches users to transform messy data into clean, analysis-ready formats using Power Query UI. Diagnoses data problems, visualizes goals, and guides step-by-step transformations.

GitHub

dag-planner

frizynn

Build and validate task DAGs for Ralph parallel execution. Use when planning execution order, detecting cycles, or explaining why tasks are blocked. Triggers on: plan dag, check dependencies, why is task blocke...

GitHub

cfn-cerebras-mcp

masharratt

FAST code generation via mcp__cerebras-mcp__write tool using Z.ai glm-4.6. Use for rapid test generation, boilerplate creation, and bulk code tasks in main chat. Prompt must be SHORTER than output. Ideal for te...

GitHub

cfn-docker-runtime

masharratt

Docker container orchestration for CFN Loop - spawning, coordination, logging, wave execution. Use when running CFN Loop agents in Docker containers, executing waves of parallel agents, coordinating containeriz...

GitHub

cfn-loop-output-processing

masharratt

Type-safe output processing for Loop 2 validators and Loop 3 implementers. Use when parsing agent confidence scores, feedback, or calculating consensus from multiple validators.

GitHub

cfn-dependency-management

masharratt

Task dependency extraction and context ingestion. Use when you need to parse task criteria, identify dependencies, generate execution order, or inject context for complex multi-step tasks.

GitHub

cfn-automatic-memory-persistence

masharratt

Automatic, structured persistence of agent outputs to SQLite database. Use when tracking agent outputs across CFN Loop workflows, persisting confidence scores, or querying agent execution history.

GitHub

data-quality-auditor

dkyazzentwatwa

Assess data quality with checks for missing values, duplicates, type issues, and inconsistencies. Use for data validation, ETL pipelines, or dataset documentation.

GitHub

harness-step-schema

harness

Creates or updates pipeline step schemas in the harness-schema repository. ALWAYS use this skill when user mentions ANY of these: - Step operations: "create step", "add step", "new step", "update step", "modif...

GitHub

database-design

cosmix

Designs database schemas, data models, relationships, indexes, and migrations for relational, NoSQL, time-series, and warehouse databases. Covers normalization, denormalization, ETL optimization, event sourcing...

GitHub

sql-optimization

cosmix

Analyzes and optimizes SQL queries for better performance, including index design, query rewriting, execution plan analysis, and database tuning. Covers PostgreSQL-specific optimizations, N+1 prevention, CTE/wi...

GitHub

monitoring

METR

Monitor Hawk job status, view logs, and diagnose issues. Use when the user wants to check job progress, view error logs, debug a failing job, or generate a monitoring report for a Hawk evaluation run.

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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