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    microsoft

    microsoft/skills-for-fabric

    A collection of skills and MCP systems to enable users of CLI, VSCode, Claude to operate over Microsoft Fabric

    cli
    Python
    MIT
    1.3K stars
    380 forks
    1.3K GitHub watchers
    Updated Oct 30, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    5 releases in the last 90 days, the latest 1 day ago, with 8 contributors on GitHub.

    Peaked at #75 in the weekly ranking the week of Jul 5, its best in the past year.

    Use Cases & Benefits

    • Provides reusable AI assistant skills to operate Microsoft Fabric workloads via CLI, VSCode, and Claude AI tools.
    • Enables seamless integration and automation of complex Microsoft Fabric tasks across multiple workloads and APIs.
    • Use for automating Fabric data authoring and deployment workflows using REST APIs and notebooks.
    • Use for exploring and querying Fabric data warehouses, lakehouses, and Power BI semantic models interactively.
    • Use for diagnosing performance issues and monitoring health of Fabric warehouses and queries.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Code of conduct: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Microsoft Fabric Skills are reusable AI assistant instructions for working with Microsoft Fabric. They help GitHub Copilot CLI and compatible AI coding tools understand Fabric workloads, APIs, query patterns, and operational best practices.

    The full bundle includes skills for SQL data warehouse, Spark and Lakehouse, Power BI semantic models, Eventhouse and KQL, Eventstreams, Dataflows Gen2, catalog search, migration scenarios, and medallion architecture workflows.

    See CHANGELOG.md for public release notes.

    Excerpt from the microsoft/skills-for-fabric README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    380+132

    Open issues

    64+40

    Compared with peers in CLI

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

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    Category median116.8K+6.6K40—
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