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MURAGE

An AI Chief of Staff and a team that does the work. Free and open source, from Ferrox Labs.

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Data engineering skills

Data Lakehouse Architect

Architecture expertise for data lakehouse platforms covering Delta Lake, Apache Iceberg, Apache Hudi, medallion architecture design, table format selection, storage optimization, schema evolution, time travel, compaction strategies, and query engine integration for building unified analytical and operational data platforms.

Download Murage

Free and open source. macOS, Windows and Ubuntu.

Try it

Add the skill to a bot, then ask your Chief of Staff:

“Use the Data Lakehouse Architect skill on this: [describe the job, or paste your notes].”

Silver (Cleansed): Purpose: Conform, deduplicate, apply quality rules Format: Upsert/merge, enforce schema, standardize types Retention: Medium (months to years) Quality: Null checks, referential integrity, deduplication.

What it covers

  • Table Format Comparison
  • Medallion Architecture
  • Storage Optimization
  • Schema Evolution
  • Time Travel and Auditing
  • Data Quality Gates
  • Governance Checklist
  • Cost Optimization

Skill Guard: clean

Scanned and clear. A bot can use it as soon as you add it.

Subject
Data engineering
Level
intermediate
License
Apache-2.0
data-sciencesqlarchitecture

How to use it.

  1. 1

    Download Murage

    Free for Mac, Windows and Ubuntu.

  2. 2

    Add the skill

    Open Settings → Skills and switch on Data Lakehouse Architect for any bot. Or ask your Chief of Staff to pick skills for a job.

  3. 3

    Give it a job

    The bot reads the skill when the job calls for it, and works the way it lays out.

Put this skill to work.

  • ResearchAsk a real question. Get one page with sources.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the Data Lakehouse Architect skill?+

Architecture expertise for data lakehouse platforms covering Delta Lake, Apache Iceberg, Apache Hudi, medallion architecture design, table format selection, storage optimization, schema evolution, time travel, compaction strategies, and query engine integration for building unified analytical and operational data platforms.

How much does it cost?+

Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.

Can I change it?+

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

More data engineering skills.

  • Data Catalog BuilderData catalog and metadata management covering catalog architecture, DataHub and Amundsen setup, automated metadata ingestion and data lineage tracking.
  • Data Contract DesignerExpertise in designing and enforcing data contracts including schema definitions, API-first data interfaces and versioning strategies.
  • Data Mesh StrategistStrategic expertise in data mesh architecture covering domain-oriented data ownership, data-as-a-product thinking and self-serve data infrastructure.
  • Data ModelerExpert data modeling covering star schema, snowflake schema, Data Vault 2.0, dimensional modeling, slowly changing dimensions and bridge tables.
  • Analytics EngineerAnalytics engineering expertise covering dbt best practices, metrics layer design, semantic modeling, dashboard design principles and KPI definition.
  • CSV TransformerExpert data format transformation covering CSV parsing edge cases, encoding detection, JSON/XML/Parquet/Avro conversion and data type inference.

All data engineering skills

Give your first job to Murage.

Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Free · Download Murage

No account needed · Runs on the AI plan you already pay for