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Updated 2d ago

by gordonmurray

data-engineering-skills

Expert knowledge skills for Claude Code to help with specific technologies and tools.

  • Active — Updated in the last 14 days
Works with
  • Claude
View on GitHub (opens in a new tab)

47 GitHub stars (47)

+8 in 30 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Nov 5: +9 in total; the busiest day was Nov 4 with +3 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: 0 starsOct 5: +1 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 starsOct 17: 0 starsOct 18: 0 starsOct 19: 0 starsOct 20: 0 starsOct 21: +1 starsOct 22: 0 starsOct 23: 0 starsOct 24: 0 starsOct 25: 0 starsOct 26: 0 starsOct 27: 0 starsOct 28: 0 starsOct 29: +1 starsOct 30: 0 starsOct 31: 0 starsNov 1: 0 starsNov 2: 0 starsNov 3: 0 starsNov 4: +3 starsNov 5: +3 stars
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  • 9 skills (9 skills found in its SKILL.md files)
  • 4 forks (4 forks)
  • 2d ago last update (Last updated 2d ago)

Install

Skills CLI

npx skills add gordonmurray/data-engineering-skills

Asks which skills and agents to install. Just one: npx skills add gordonmurray/data-engineering-skills --skill docker-compose — add -g for every project.

Claude Code

git clone https://github.com/gordonmurray/data-engineering-skillscp -r "data-engineering-skills/docker-compose" ~/.claude/skills/

Copies the docker-compose skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add gordonmurray/data-engineering-skills

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • docker-compose

    Write, review, and modernize Docker Compose files against the current Compose Specification and the docker compose CLI. Use for authoring compose.yaml or docker-compose.yml, service dependency and healthcheck ordering, profiles, networks, volumes, secrets and configs, build contexts, migrating off V1 and the obsolete version key, or containers that fail to start, restart-loop, report unhealthy, o…

    docker-compose/SKILL.md on GitHub (opens in a new tab)

  • firn

    Design, deploy, use, and troubleshoot Firn, the object-storage-backed multi-tenant vector and full-text search engine. Use for Firn REST API or embedded Python work, LanceDB-backed vector, BM25, hybrid, or multivector search, S3/GCS/MinIO storage, RAM/NVMe/object-storage caching, ingestion and index-build workflows, namespace isolation, auth, metrics, latency, or cache correctness.

    firn/SKILL.md on GitHub (opens in a new tab)

  • flink-agents

    Design, integrate, upgrade, and troubleshoot Apache Flink Agents applications in streaming pipelines. Use for Flink Agents Actions, Events, Resources, ReAct agents, Java/Python/YAML definitions, runtime Skills and MCP, durable calls, Kafka or Fluss Action State Stores, agent memory, or 0.3 to 0.4 migrations. Not for ordinary Flink SQL jobs or general coding-agent skill authoring.

    flink-agents/SKILL.md on GitHub (opens in a new tab)

  • flink

    Architect, implement, deploy, upgrade, and troubleshoot Apache Flink stream processing jobs. Use for Flink SQL, Table API, or DataStream implementation, 1.x to 2.x migration, savepoint and state compatibility, checkpoint failures, backpressure, watermark and late-data problems, Kubernetes Operator deployment, Flink CDC pipelines, or Iceberg, Paimon, and Fluss connector work.

    flink/SKILL.md on GitHub (opens in a new tab)

  • fluss

    Design, deploy, and operate Apache Fluss streaming storage. Use for Fluss log or primary-key tables, retention and bucket sizing, tiering to Paimon, Iceberg, or Hudi, Flink integration and Delta Join, $changelog and $binlog virtual tables, Spark access, REST Gateway, native client SDKs, or hot storage for real-time analytics and AI context.

    fluss/SKILL.md on GitHub (opens in a new tab)

  • iceberg

    Design, migrate, tune, and maintain Apache Iceberg tables across query engines. Use for Iceberg schema and partition evolution, v2 to v3 upgrades, catalog selection, time travel and rollback, row-level deletes, snapshot expiry, orphan file cleanup, small-file compaction, or slow queries and metadata bloat on a lakehouse table. Covers Spark, Flink, Trino, Athena, Snowflake, REST catalogs, Polaris,…

    iceberg/SKILL.md on GitHub (opens in a new tab)

  • iggy

    Deploy, configure, and build clients against Apache Iggy, a Rust-native message streaming platform. Use for Iggy Docker, Compose, or Kubernetes deployments, stream and topic design, retention and consumer groups, QUIC, TCP, HTTP, or WebSocket transport, apache-iggy Python clients, MCP and connectors, 0.8 to 0.9 migration, or container connectivity and persistence problems.

    iggy/SKILL.md on GitHub (opens in a new tab)

  • lance

    Design, index, query, and tune Lance datasets and LanceDB tables for ML and AI workloads. Use for vector index selection such as IVF_PQ or IVF_HNSW_FLAT, ANN recall and latency tuning, full-text and hybrid search, scalar indexes and prefiltering, dataset versioning and compaction, embedding and multimodal storage, slow vector search on object storage, or migrating ML data from Parquet. Covers bot…

    lance/SKILL.md on GitHub (opens in a new tab)

  • paimon

    Design, ingest into, tune, and operate Apache Paimon tables for streaming lakehouses and multimodal data. Use for Paimon primary-key or append-only table design, bucket sizing, changelog producer choice, Flink CDC ingestion, compaction backlog, lookup joins, PyPaimon, blob and vector storage, Spark reads, or Iceberg compatibility.

    paimon/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.