Microsoft Skills for Fabric collection for GitHub Copilot CLI
npx claudepluginhub microsoft/skills-for-fabricConsumer skills for interactive Microsoft Skills for Fabric operations - queries, exploration, monitoring
Share bugs, ideas, or general feedback.
AI agent skills for Microsoft Fabric developers, data engineers, admins, and consumers.
Optimized for GitHub Copilot CLI, with cross‑tool compatibility for VS Code Copilot, Claude Code, Cursor, Codex/Jules, and Windsurf.
📘 Documentation • 🔐 Security • 🤝 Contributing • 🐞 Report a Bug
Skills for Fabric bridges the gap between AI coding assistants and Microsoft Fabric's enterprise data platform. We provide first-party, production-ready agent skills that enable AI tools to safely author, query, and operate complex Fabric workloads—from Spark pipelines to semantic models—while maintaining enterprise security and governance standards.
Skills for Fabric (also referred to as Agent Skills) provide a standardized, secure, and extensible way for AI coding agents to author, query, operate, and govern Microsoft Fabric workloads.
These skills allow AI tools to act as Fabric‑aware agents—capable of understanding workspaces, Lakehouses, Warehouses, Eventhouses, semantic models, and capacity settings—while respecting Microsoft security, governance, and Responsible AI requirements.
The project follows the same design principles used across other Microsoft‑hosted skill repositories:
Unlike prompt‑only workflows, Skills for Fabric:
This makes agent interactions reliable, repeatable, and enterprise‑ready.
| Concept | Description |
|---|---|
| Skill | A single, focused capability (for example: run Spark, query SQL, manage KQL) |
| Agent | An orchestrator that combines multiple skills to achieve a goal |
Agents are built on top of skills.
Skills are organized by persona and intent, enabling both focused and end‑to‑end workflows.
| Scenario | What the Agent Does |
|---|---|
| Analytics PDF Report | Analyzes Fabric data and generates a production‑ready PDF report |
| Document My Workspace | Inspects Fabric workspaces and produces structured documentation |
| NYC Taxi Medallion Project | Ingests public data, builds Spark pipelines, and exposes SQL views |
| Dashboard App | Creates an interactive dashboard connected to Fabric data |
Always start by connecting to the Skills for Fabric marketplace
/plugin marketplace add microsoft/skills-for-fabric
/plugin install skills-for-fabric@fabric-collection
# Authoring (developers, automation, CI/CD)
/plugin install fabric-authoring@fabric-collection
# Consumption (interactive analytics)
/plugin install fabric-consumption@fabric-collection
/plugin install skills-for-fabric@fabric-collection --filter "spark-*"
/plugin install skills-for-fabric@fabric-collection --filter "sqldw-*"
/plugin install skills-for-fabric@fabric-collection --filter "eventhouse-*"
git clone https://github.com/microsoft/skills-for-fabric.git
cd skills-for-fabric
# Windows
.\\install.ps1
# macOS / Linux
./install.sh
All Fabric operations require Azure AD authentication:
az login
az account get-access-token --resource https://api.fabric.microsoft.com
No secrets or tokens are stored by the skills.