Data pipelines and ETL

Provide a lookup index of dbt models (BigQuery tables) to guide query writing against a data warehouse.

warpdotdev/oz-skills

Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy), B2B customer-data-as-asset valuation…

alirezarezvani/claude-skills

A skill your agent uses when writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions, creating Cortex Agents, writing Snowpark Python…

alirezarezvani/claude-skills

Data pipelines, feature stores, and embedding generation for AI/ML systems.

ancoleman/ai-design-components

Data ingestion patterns for loading data from cloud storage, APIs, files, and streaming sources into databases.

ancoleman/ai-design-components

Transform raw data into analytical assets using ETL/ELT patterns, SQL (dbt), Python (pandas/polars/PySpark), and orchestration (Airflow).

ancoleman/ai-design-components

Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations

github/awesome-copilot

Process, analyze, and visualize geospatial data at scale. An agent skill from curiositech/some_claude_skills.

curiositech/some_claude_skills

You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.

aiskillstore/marketplace

Build reusable revenue models — MRR, ARR, gross revenue, new/expansion/contraction/churn, ARPU, LTV, and per-customer/per-account revenue — on either PostHog data-warehouse views (HogQL) or an…

PostHog/posthog

Covers scripting Autodesk 3ds Max, the 3D modeling and rendering application, with MAXScript and Python (pymxs): scene manipulation, object creation, material assignment, camera and light setup…

TerminalSkills/skills

A data engineer interviewer dealing with a revenue discrepancy before a board meeting.

PrepLabsAI/InterviewMentor

Discover OPC UA servers, connect MATLAB clients, and browse/navigate server nodes using opcuaserverinfo, the Local Discovery Service (LDS), opcua, connect, setSecurityModel, certificate-trust…

matlab/matlab-agentic-toolkit

Check user-facing indicator and chart metadata (titles, subtitles, descriptions, descriptionkey/WYSK, display names) against OWID's Writing and Style Guide, after a mechanical pass for whitespace…

owid/etl

Create professional architecture, workflow, sequence, data-flow, and lifecycle/state diagrams as standalone animated HTML files with SVG graphics, flowing animation effects, a built-in dark/light…

OWWZO/ai-agent

Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster.

sickn33/agentic-awesome-skills

Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services.

sickn33/agentic-awesome-skills

Diagnoses pipeline performance issues -- slow jobs, expensive queries, latency trends -- using Monte Carlo's cross-platform observability.

sickn33/agentic-awesome-skills

Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer).

google/skills

Configures Airflow to run language SDK tasks (Java, Go, and future native SDKs) — register a coordinator, map a queue to it, ensure the runtime/artifact on workers, and tune coordinator options.

astronomer/agents

Adds schema tests and data quality validation to dbt models.

AltimateAI/data-engineering-skills

A skill your agent uses when writing scripts, cron jobs, data pipelines, or any automated process that may be run multiple times.

aiming-lab/MetaClaw

Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.

aiskillstore/marketplace

Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.

aiskillstore/marketplace

Surfaces Monte Carlo data observability context (table health, alerts, lineage, blast radius) before SQL/dbt edits.

sickn33/agentic-awesome-skills

Adds and runs data quality checks (dbt-test style assertions) on a project's warehouse tables and saved-query views, and HogQL catalog metrics: not-null, uniqueness, accepted values, referential…

PostHog/posthog

Running experiments out of the data warehouse instead of via dedicated experiment platforms.

rampstackco/claude-skills

Azure Event Hubs SDK for Rust. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Build reusable activation models — an activation-rate metric and a per-user/per-account activated flag — on either PostHog data-warehouse views (HogQL) or an external dbt project.

PostHog/posthog

Build reusable conversion models — funnel/step conversion rates, drop-off, and time-to-convert — on either PostHog data-warehouse views (HogQL) or an external dbt project.

PostHog/posthog

Build reusable dimension / lookup tables for a star schema — country/region, timezone, currency, date, plan/product, and other descriptive attributes — on either PostHog data-warehouse views (HogQL)…

PostHog/posthog

Build reusable product-usage and engagement models — retention, stickiness, and lifecycle — on either PostHog data-warehouse views (HogQL) or an external dbt project.

PostHog/posthog

Shared foundations for building reusable data models in PostHog, on either of two stacks: PostHog-native data-warehouse views / materialized views (HogQL, via the view- MCP tools), or an external…

PostHog/posthog

Provides guidance for authoring Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer).

google/skills

Provides guidance for troubleshooting Apache Airflow DAGs (failed DAG runs and task instances) in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer).

google/skills

Run GPU workloads on Modal — training, fine-tuning, inference, batch processing.

AI4Scientist/nano-scientist

A virtual data architect for teams who don't have one. An agent skill from magnus919/hermes-profiles.

magnus919/hermes-profiles

Render clean blueprint-style SVG diagrams from JSON specs. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Trace downstream data lineage and impact analysis. An agent skill from astronomer/agents.

astronomer/agents

Trace upstream data lineage. An agent skill from astronomer/agents.

astronomer/agents

Create custom OpenLineage extractors for Airflow operators. An agent skill from astronomer/agents.

astronomer/agents

Authors Apache Airflow DAGs declaratively from dag-factory YAML configs.

astronomer/agents

Comprehensive DAG failure diagnosis and root-cause analysis with structured investigation and prevention recommendations.

astronomer/agents

Builds, packs, and deploys compiled Airflow Go SDK bundles so the ExecutableCoordinator can run them.

astronomer/agents

Builds and deploys compiled Airflow Java SDK bundles so workers can run them.

astronomer/agents

Manage local Airflow environment with Astro CLI (Docker and standalone modes).

astronomer/agents

Migrates Airflow projects from airflow-ai-sdk to apache-airflow-providers-common-ai 0.4.0+.

astronomer/agents

Guide for migrating Apache Airflow 2.x projects to Airflow 3.x.

astronomer/agents