Docker for data engineering environments — multi-stage Dockerfiles for dbt/Spark/Airflow images, BuildKit layer caching (--mount=type=cache), private registries (ghcr.io/Harbor), docker buildx multi-platform builds, Docker Compose local data stacks (Spark+Airflow+Kafka+MinIO+Postgres), BuildKit secrets for private PyPI, security hardening (non-root user, slim base images, read-only FS), CI/CD with GitHub Actions…
EnglishSoda Core data quality — SodaCL checks (rowcount, missing, invalid, duplicate, freshness, schema, reference, custom SQL), configuration.yml for PostgreSQL/Spark/ClickHouse/BigQuery, soda scan CLI, Airflow integration, dbt integration,…
English
AGENT SKILLS ATLASIncludes Docker Data Environments and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Docker Data Environments
Docker for data engineering environments — multi-stage Dockerfiles for dbt/Spark/Airflow images, BuildKit layer caching (--mount=type=cache), private registries (ghcr.io/Harbor), docker buildx multi-platform builds, Docker Compose local data stacks (Spark+Airflow+Kafka+MinIO+Postgres), BuildKit secrets for private PyPI, security hardening (non-root user, slim base images, read-only FS), CI/CD with GitHub Actions build-push-action
Soda Core
Soda Core data quality — SodaCL checks (rowcount, missing, invalid, duplicate, freshness, schema, reference, custom SQL), configuration.yml for PostgreSQL/Spark/ClickHouse/BigQuery, soda scan CLI, Airflow integration, dbt integration, alerting
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Docker Data Environments skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- License details are not provided in these listings. Check the author’s terms before using the skills.