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Fabric Data Engineering

Agent skill
1 skill

Review Microsoft Fabric data engineering artifacts — Lakehouse and OneLake design, medallion (bronze/silver/gold) architecture, Spark notebooks and Spark job definitions, Data pipelines and Dataflows Gen2, Delta/Parquet storage and OneLake shortcuts, Real-Time Intelligence (eventstreams, KQL databases, eventhouse), Direct Lake semantic-model source design, ingestion and orchestration patterns, Capacity Unit (CU) efficiency, and Git integration and deployment pipelines for engineering items. Use to fix brittle pipelines, poor medallion layering, capacity overruns, and fragile ingestion patterns. Static review only; production pipeline runs, capacity changes, and deployment-pipeline promotions are escalated.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryData & analyticsStars0

About this skill

Review Microsoft Fabric data engineering artifacts — Lakehouse and OneLake design, medallion (bronze/silver/gold) architecture, Spark notebooks and Spark job definitions, Data pipelines and Dataflows Gen2, Delta/Parquet storage and OneLake shortcuts, Real-Time Intelligence (eventstreams, KQL databases, eventhouse), Direct Lake semantic-model source design, ingestion and orchestration patterns, Capacity Unit (CU) efficiency, and Git integration and deployment pipelines for engineering items. Use to fix brittle pipelines, poor medallion layering, capacity overruns, and fragile ingestion patterns. Static review only; production pipeline runs, capacity changes, and deployment-pipeline promotions are escalated.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

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Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: abaf0dd95c53b8ee8fe2bc3d3679d9514b9fe60c0ddc3843d6dc12f98b4ab33f

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About this listing

Category
Data & analytics
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Fabric Data Engineering | Agent Skills Atlas