200 of these skill files have been read, by 149 distinct authors, and what they tell an agent counted. What Pipelines & ETL authors agree on, and what they forbid

• 1

  Archify

  tt-a1i/archify/archify · Skill

  10,485★ repo

  Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

• 2

  Kafka connector review

  lensesio/agentic-engineering-for-apache-kafka/skills/kafka-connector-review · Skill

  56★ repo

  AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ

• 3

  Airflow mcp server

  abhishekbhakat/airflow-mcp-server/io.github.abhishekbhakat/airflow-mcp-server · MCP server

  33★ repo

  An MCP server for Apache Airflow

• 4

  Airflow and workflow orchestration

  vaquarkhan/data-engineering-agent-skills/skills/airflow-and-workflow-orchestration · Skill

  29★ repo

  Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.

• 5

  Data catchall

  Chipagosfinest/enterprise-team/enterprise-team/skills/data-catchall · Skill

  no license18★ repo

  Hire a whole company with one plugin. 75 specialized AI agents across Engineering, Product, Infrastructure, Data, Security, Marketing, Sales, Finance, Legal, and People.

• 6

  Airflow

  G1Joshi/Agent-Skills/skills/ai-ml/airflow · Skill

  12★ repo

  A comprehensive skill catalog for AI agents

• 7

  Airflow migration

  zenml-io/skills/skills/zenml-airflow-migration/skills/airflow-migration · Skill

  6★ repo

  AI coding agent skills for ZenML MLOps workflows — quick wins, pipeline setup, and more

• 8

  Incident Response MCP for Apache Airflow

  madamak/apache-airflow-mcp-server/io.github.madamak/apache-airflow-mcp-server · MCP server

  2★ repo

  Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

• 9

  Kafka Sentinel

  sanjay-amu/kafka-sentinel-mcp/io.github.sanjay-amu/kafka-sentinel-mcp · MCP server

  2★ repo

  Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.

• 10

  Airflow

  us-all/airflow-mcp-server/io.github.us-all/airflow · MCP server

  2★ repo

  Airflow MCP — list DAGs/runs/task instances, tail logs, trigger and clear (write-gated)

• 11

  Add dbt model

  pol-cc/agentic-data-engineer/skills/add-dbt-model · Skill

  1★ repo

  A Claude Code harness that turns a session into an agentic data engineer for SMBs — packaged as an installable plugin, built from a skillpack of skills that stand up a cheap, self-hostable Modern Data Stack (Tailscale + dlt + BigQuery + dbt + optional MCP), end-to-end and headless.

• 12

  Archify

  pedroberaldo87/pedro-plugins/plugins/archify/skills/archify · Skill

  no license0★ repo

  Marketplace privado de 17 plugins (skills, hooks e automações) pessoais para Claude Code.

• 13

  Dbt debugger

  alyshahendo/dbt-debugger/.claude/skills/dbt-debugger · Skill

  0★ repo

  An open source Claude Code skill and CLI that traces dbt pipeline failures back to root cause, distinguishing genuine breaks from downstream models skipped as collateral. No warehouse connection needed.

• 14

  Adding dbt unit test

  danielvogler/ai-skills-library/.agents/skills/adding-dbt-unit-test · Skill

  0★ repo

  Centralized manifest for AI agent skills. Synced via ai-agent-skills.

• 15

  Agent skill enterprise data ecosystems

  k-sandhu/agent-skill-enterprise-data-ecosystems · Skill

  0★

  Claude agent skill that generates realistic fictional enterprise data ecosystems — multi-system schemas, populated SQLite, SQL lineage, controlled DQ imperfections, and a generated read-only MCP server.

• 16

  Create pipeline

  glassflow/agent-skills/skills/create-pipeline · Skill

  0★ repo

  Skills for driving GlassFlow ETL pipelines from AI coding assistants

• 17

  Ingestion pipeline architect

  satishTheLegend/ingestion-pipeline-architect · Skill

  0★

  Design a resilient data ingestion/ETL pipeline from source to warehouse: contracts, idempotency, quality gates, lineage, backfill, and run-time observability.

• 18

  Datanika mcp

  datanika-io/datanika-core/io.datanika/datanika-mcp · MCP server

  0★ repo

  Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage ELT pipelines.

• 19

  Kafka dataops mcp

  Aguantar/kafka-mcp-server/io.github.Aguantar/kafka-dataops-mcp · MCP server

  0★ repo

  DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring

• 20

  Mcp data pipeline connector

  dbsectrainer/mcp-data-pipeline-connector/io.github.dbsectrainer/mcp-data-pipeline-connector · MCP server

  0★ repo

  Universal data connector for CSV, Postgres, and REST APIs via DuckDB

• 21

  Dbt

  us-all/dbt-mcp-server/io.github.us-all/dbt · MCP server

  0★ repo

  dbt MCP — manifest/run_results/sources/catalog parsing + DQ result tables (BigQuery/Postgres)

• 22

  Dbt ingest

  Kaelio/ktx/packages/cli/src/skills/dbt_ingest · Skill

  1,540★ repo

  ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company

• 23

  Ai data engineering

  ancoleman/ai-design-components/skills/ai-data-engineering · Skill

  503★ repo

  Comprehensive UI/UX and Backend component design skills for AI-assisted development with Claude

• 24

  Creating dbt models

  AltimateAI/data-engineering-skills/skills/dbt/creating-dbt-models · Skill

  118★ repo

  Skills related to Data Engineering Work for Claude Code

• 25

  Kafka consumer lag

  lensesio/agentic-engineering-for-apache-kafka/skills/kafka-consumer-lag · Skill

  56★ repo

  AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ

• 26

  Data pipeline patterns

  Benkapner/claude-code-basecamp/skills/data-pipeline-patterns · Skill

  14★ repo

  A meta-repository for Claude Code users that includes workspace setup (skills, commands, hooks)

• 27

  Risingwave

  risingwavelabs/agent-skills/skills/risingwave · Skill

  no license9★ repo

  Agent Skills for RisingWave.

• 28

  Archify

  cskwork/supergoal-skill/templates/archify · Skill

  4★ repo

  One objective in, a verified result out. An agent skill that runs a full, gated dev process with expert subagents and refuses to declare done until a machine-checkable gate passes. Bilingual (EN/한국어) onboarding & live walkthrough

• 29

  Ddia principles

  satbirbhbc-ux/ai-coding-principles/ddia-principles · Skill

  3★ repo

  Build AI coding principles for Claude Code, with discipline rules and system design guides to improve code quality and reduce bad patterns

• 30

  Data pipeline

  samarth777/modal-skills/skills/data-pipeline · Skill

  1★ repo

  This skill teaches Claude how to effectively build and deploy applications on Modal's serverless platform.

• 31

  Dbt data quality gate

  NeuralMedic-DE/claude-skills/dbt-data-quality-gate · Skill

  0★ repo

  Verified-gate Claude Code skills that run their checks and prove the result — by NeuralMedic. Web, accessibility, healthcare & compliance, data, IaC, Odoo.

• 32

  Nonfunctional requirements

  chrisVillanueva/ai-skills-registry/data-engineering/nonfunctional-requirements · Skill

  no license0★ repo

  A registry of agent-loadable skills that distill technical knowledge and expertise from prior large-scale, enterprise engagements. Focus given to decision-making frameworks, trade-offs analysis, and addresses conditions that require subtle technical judgments. The Agent Skills open standard is used to develop all skills.

• 33

  Kozen etl mk

  kozen-labs/agentic/.agents/skills/kozen-etl-mk · Skill

  0★ repo

  Agentic Repository: Skills, Sub-Agents, Hooks, Context, etc.

• 34

  Airflow dag patterns

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/airflow-dag-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 35

  Api integration

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/api-integration · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 36

  Data engineer

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/data-engineer · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 37

  Data engineering data pipeline

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/data-engineering-data-pipeline · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 38

  Dbt transformation patterns

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/dbt-transformation-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 39

  Snowflake development

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/snowflake-development · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 40

  Airflow dag patterns

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/airflow-dag-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 41

  Api integration

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/api-integration · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 42

  Data engineer

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/data-engineer · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 43

  Data engineering data pipeline

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/data-engineering-data-pipeline · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 44

  Dbt transformation patterns

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/dbt-transformation-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 45

  Snowflake development

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/snowflake-development · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 46

  Dbt transformation patterns

  sickn33/agentic-awesome-skills/plugins/agentic-bundle-aas-data-analytics/skills/dbt-transformation-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 47

  Airflow dag patterns

  sickn33/agentic-awesome-skills/plugins/agentic-bundle-aas-data-engineering-platform/skills/airflow-dag-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 48

  Data engineer

  sickn33/agentic-awesome-skills/plugins/agentic-bundle-aas-data-engineering-platform/skills/data-engineer · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 49

  Dbt transformation patterns

  sickn33/agentic-awesome-skills/plugins/agentic-bundle-aas-data-engineering-platform/skills/dbt-transformation-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 50

  Airflow dag patterns

  sickn33/agentic-awesome-skills/plugins/agentic-bundle-data-engineering/skills/airflow-dag-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 51

  Data engineer

  sickn33/agentic-awesome-skills/plugins/agentic-bundle-data-engineering/skills/data-engineer · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 52

  Dbt transformation patterns

  sickn33/agentic-awesome-skills/plugins/agentic-bundle-data-engineering/skills/dbt-transformation-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 53

  Api integration

  sickn33/agentic-awesome-skills/plugins/agentic-bundle-integration-apis/skills/api-integration · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 54

  Airflow dag patterns

  sickn33/agentic-awesome-skills/skills/airflow-dag-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 55

  Api integration

  sickn33/agentic-awesome-skills/skills/api-integration · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 56

  Data engineer

  sickn33/agentic-awesome-skills/skills/data-engineer · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 57

  Data engineering data pipeline

  sickn33/agentic-awesome-skills/skills/data-engineering-data-pipeline · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 58

  Dbt transformation patterns

  sickn33/agentic-awesome-skills/skills/dbt-transformation-patterns · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 59

  Snowflake development

  sickn33/agentic-awesome-skills/skills/snowflake-development · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 60

  Airflow dag patterns

  wshobson/agents/plugins/data-engineering/skills/airflow-dag-patterns · Skill

  38,701★ repo

  Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI