microsoft/skills-for-fabric

Letzte erfasste Quellaktivität: 1. Oktober 2026 um 20:23

SkillsMP-Katalog aktualisiert: 29. Oktober 2026 um 18:30

gesammelte Skills: 50

GitHub-Stars: 1.297
GitHub-Forks: 376

Mit einem KI-Assistenten installieren

Diesen Prompt kopieren und in den verwendeten KI-Assistenten einfügen.

Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/microsoft/skills-for-fabric.

README des Repositorys

README-Quelldatei: README.md

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# Microsoft Fabric Skills 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. ## Install with GitHub Copilot CLI Add the public marketplace: ```bash /plugin marketplace add microsoft/skills-for-fabric ``` Install the main Fabric bundle. Power BI report authoring is packaged separately: ```bash /plugin install fabric-skills@fabric-collection ``` Or install the Power BI authoring bundle: ```bash # Power BI authoring: semantic models, Power BI report skills, and PBIP workflows /plugin install powerbi-authoring@fabric-collection ``` Copilot CLI installs plugins as complete bundles. To limit installed skills, choose a focused bundle instead of filtering the full bundle. > The persona bundles `fabric-authoring`, `fabric-consumption` and `fabric-operations` are retired. Every skill they carried ships in `fabric-skills`. The three ids still resolve as deprecated aliases of `fabric-skills`, so an existing install keeps working through `/plugin update`; new installs should use `fabric-skills`. ### Update installed plugins Update one installed bundle: ```bash /plugin update fabric-skills@fabric-collection ``` Replace `fabric-skills` with the focused bundle name to update that bundle. From a terminal, update every installed plugin with: ```bash copilot plugin update --all ``` ### Automatic update checking Updates are handled by the agent host, not by a skill in this repository. **GitHub Copilot CLI** -- opt in once by adding `autoUpdate` to the `fabric-collection` entry in your own user settings (`~/.copilot/settings.json`, or `%USERPROFILE%\.copilot\settings.json` on Windows): ```json { "extraKnownMarketplaces": { "fabric-collection": { "source": { "source": "github", "repo": "microsoft/skills-for-fabric" }, "autoUpdate": true } } } ``` Copilot CLI then refreshes the bundle at the start of every session in a trusted working directory. This opt-in is honored only from your personal user settings -- a repository or managed (MDM) setting cannot enable or redirect auto-update for a marketplace. Auto-update is also skipped by default in CI. See the [Copilot CLI plugin reference](https://docs.github.com/en/copilot/reference/copilot-cli-reference/cli-plugin-reference). **Claude Code** -- `fabric-collection` is a third-party marketplace, so enable auto-update once: run `/plugin`, open **Marketplaces**, select `fabric-collection`, and choose **Enable auto-update**. Administrators can instead set `"autoUpdate": true` on its `extraKnownMarketplaces` entry in managed settings. **Cursor, Windsurf, and other hosts** -- re-run the host's plugin or marketplace update command, or `git pull` a manual clone. Every release bumps the `version` field in each plugin manifest, which lets Copilot CLI and Claude Code detect a new release after auto-update is enabled. ## Install a single skill (APM) Copilot plugin bundles install as a whole. To activate **one** skill instead of the whole collection, use [APM](https://github.com/microsoft/apm) (Agent Package Manager). Install the APM CLI: ```bash # Windows (PowerShell) irm https://aka.ms/apm-windows | iex # macOS / Linux curl -sSL https://aka.ms/apm-unix | sh # or via pip pip install apm-cli ``` Install a single skill into your project: ```bash apm install microsoft/skills-for-fabric --skill sqldw-cli --target <tool> ``` Full documentation reference: [consumer guide](https://microsoft.github.io/apm/consumer/). Useful flags: | Flag | What it does | | --- | --- | | `--skill NAME` | Install only the named skill instead of every skill in the package. Repeatable. | | `--target`, `-t` | Tools to deploy to: `copilot`, `claude`, `cursor`, `codex`, etc. Comma-separated for several (`-t claude,cursor`). | | `--global`, `-g` | Install to user scope (`~/.apm/`, `~/.agents/skills/`) instead of the current project. | | `--only apm\|mcp` | Install only APM packages or only MCP servers. Both are installed by default, so `--only apm` deploys the skill without registering any MCP servers. | | `--update` | Re-resolve dependencies to the latest version or Git ref allowed by `apm.yml` and rewrite `apm.lock.yaml`. | | `--dry-run` | Print the install plan without writing anything. | | `--verbose`, `-v` | Show per-file paths and full error context. | The skill lands in `.agents/skills/<name>/`, its MCP servers are registered for your target tool, and links into the shared reference material are rewritten to the materialized copy under `apm_modules/`. Notes: - **Scope matters for Copilot.** The `copilot` target writes MCP state to VS Code's `.vscode/mcp.json` at project scope and to Copilot CLI's `~/.copilot/mcp-config.json` at global scope. If you use Copilot CLI and omit `-g`, the skill installs but its MCP servers never reach the CLI. Project and global are separate installs: a global one keeps its dependency state in `~/.apm/apm.yml`, not the project's. See the [APM MCP install docs](https://microsoft.github.io/apm/consumer/install-mcp-servers). - Install the **repository**, then narrow with `--skill`. Installing a skill path directly leaves the shared reference links dangling, because APM only rewrites links that resolve inside the installed package root. `--skill` selects what is *activated*: APM materializes the whole package into `apm_modules/` and deploys only the skills you named. - Valid `--skill` values are the folder names under `skills/` in the repository. Re-run with a different `--skill` to add more skills incrementally. - APM adds `apm_modules/` to your `.gitignore`. It holds the shared material the installed skills link to, so keep it or re-run `apm install` after cloning. - All Fabric MCP servers are registered on install, regardless of which skill you select. APM reads MCP dependencies only from the repository root manifest. That includes powerbi-modeling-mcp, a stdio server launched through npx. Use --only apm to deploy the skill without registering any MCP server. - The Fabric agents are deployed alongside any `--skill` selection. APM always integrates the agents it discovers in the package, so a single-skill install still gets all five. They may reference skills you did not install; those references are inert until you add the skill. - To drop one skill, edit the `skills:` list on that dependency in your `apm.yml` (`~/.apm/apm.yml` for a `-g` install) and re-run `apm install`. `apm uninstall` removes the whole package, not a single skill. ## What is included | Bundle | Use it for | |--------|------------| | `fabric-skills` | Complete Microsoft Fabric skill bundle, including authoring, consumption, operations, migration, and end-to-end architecture skills. | | `powerbi-authoring` | Authoring Power BI semantic models, reports, and PBIP workflows, including Power BI report planning, design, authoring, and management. | 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](CHANGELOG.md) for public release notes. ## Try an example prompt - [Analytics PDF report](prompt_examples/NYC_AnalyzeExistingDataCreatePDF.txt) - [Document my workspace](prompt_examples/DocumentMyWorkspace.txt) - [NYC Taxi medallion architecture](prompt_examples/NYCTaxi_MedallionArchitecture.txt) - [Dashboard app](prompt_examples/DashboardApp.txt) After installing a bundle, open Copilot CLI in a project folder and ask for the Fabric task you want to perform, for example: ```text Use Microsoft Fabric skills to design a medallion architecture for NYC taxi data. ``` ## Authentication Most Fabric operations require Azure authentication. Start with: ```bash az login az account get-access-token --resource https://api.fabric.microsoft.com ``` SQL, Spark, Power BI, and KQL workflows may require workload-specific endpoints or token audiences. The installed skills provide the detailed commands and API patterns for each workload. ## MCP servers Skills provide guidance and patterns. MCP servers provide live tool access to data sources and APIs. Some bundles include MCP configuration where supported, and you can register additional Fabric MCP servers if your environment provides them. See [MCP setup](mcp-setup/README.md). When running Claude Code locally, the bundled remote Fabric MCPs reuse your existing Azure CLI sign-in. The setup guide covers Codex configuration and older registrations that override the plugin. ## Other AI coding tools GitHub Copilot CLI plugin installation is the recommended path. This repository also includes root-level configuration files for compatible AI coding tools — [CLAUDE.md](CLAUDE.md) for Claude Code, [.cursorrules](.cursorrules) for Cursor, [.windsurfrules](.windsurfrules) for Windsurf, and [AGENTS.md](AGENTS.md) for Codex / Jules / OpenCode. They are picked up automatically when the repo is cloned. Gemini CLI also auto-discovers [GEMINI.md](GEMINI.md) when the repo is cloned. ## Issues and security Report product issues in the [GitHub issue tracker](https://github.com/microsoft/skills-for-fabric/issues). For security vulnerabilities, do not open a public issue. See [SECURITY.md](SECURITY.md) for the private reporting path. ## License This project is licensed under the [MIT License](LICENSE).

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Softwareentwickler Datenwissenschaftler Finanz- und Investitionsanalysten Netzwerk- und Computersystemadministratoren

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