What is fabric-skills?

A bundle of Microsoft Fabric skills for developers and data consumers. Microsoft Fabric is a cloud platform combining data storage, processing, analytics, reporting, and real-time capabilities.

Use it for Fabric reports and models, SQL, Spark, event data, pipelines, migrations, deployment, governance, and other listed Fabric workloads.

It groups skills for many Fabric workloads so related development, migration, administration, querying, and analytics tasks can be handled together.

fabric-skills — Plugin for Claude Code by microsoft/skills-for-fabric

About the project

Microsoft Fabric Skills is a collection of reusable instructions and MCP systems that help AI assistants work with Microsoft Fabric workloads, APIs, queries, and operations. It is intended for users of GitHub Copilot CLI and compatible coding tools; the catalogue entries are the skills, agents, instructions, MCP systems, plugins, and rules distributed by the project.

microsoft/skills-for-fabric · 1,321 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/microsoft/skills-for-fabric

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/microsoft/skills-for-fabric/fabric-skills/github.svg)](https://agentmods.dev/plugins/microsoft/skills-for-fabric/fabric-skills)

Your own site

<a href="https://agentmods.dev/plugins/microsoft/skills-for-fabric/fabric-skills"><img src="https://agentmods.dev/badge/plugins/microsoft/skills-for-fabric/fabric-skills/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/microsoft/skills-for-fabric/fabric-skills"><img src="https://agentmods.dev/badge/plugins/microsoft/skills-for-fabric/fabric-skills.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured The manifest loads nothing itself; its 25 skills cost 2,040 tokens a session between them.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

fabric-skills scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/fabric-skills/.claude-plugin/plugin.json · 74 lines

How it starts

The opening of the file, as written. The whole thing — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.

{
  "name": "fabric-skills",
  "description": "Complete bundle: all Microsoft Skills for Fabric for developers and consumers",
  "version": "0.3.21",
  "license": "MIT",
  "repository": "https://github.com/microsoft/skills-for-fabric",
  "keywords": [
    "fabric",
    "microsoft-fabric",
    "medallion",
    "data-warehouse",
    "sqldatabase",
    "lakehouse",
    "analytics",
    "kql",
    "kusto",
    "eventhouse",
    "real-time-intelligence"
  ],
  "skills": [
    "./skills/fabriciq",
    "./skills/semantic-model-authoring",
    "./skills/project-osmos",
    "./skills/spark-cli",
    "./skills/sqldw-cli",
    "./skills/eventhouse-cli",
    "./skills/eventstream-cli",
    "./skills/eventschemaset-cli",
    "./skills/activator-cli",
    "./skills/sqldb-cli",
    "./skills/databasehub-cli",
    "./skills/azmon-mirroredcatalogs-operations-cli",
    "./skills/dataflows-cli",
    "./skills/search-consumption-cli",
    "./skills/onelake-catalog-cli",
    "./skills/ontology-cli",
    "./skills/variable-library-cli",
    "./skills/deployment-pipelines-authoring-cli",
    "./skills/databricks-migration",
    "./skills/pipeline-migration",
    "./skills/synapse-migration",
    "./skills/hdinsight-migration",
    "./skills/e2e-medallion-architecture",
    "./skills/git-integration-operations-cli",
    "./skills/e2e-fabric-cost-estimation"
  ],
  "agents": [
    "./agents/FabricAdmin.agent.md",
    "./agents/FabricDataEngineer.agent.md",
    "./agents/FabricAppDev.agent.md",
    "./agents/FabricIQ.agent.md"
  ],
  "mcpServers": {
    "FabricIQ": {
      "type": "http",
      "url": "https://fabriciq.svc.cloud.microsoft/v1/mcp/fabriciq",
      "headers": {
        "X-VARIANTS": "Fabric.Routing.FabricIQ.V1"
      },
      "headersHelper": "az account get-access-token --resource https://api.fabric.microsoft.com --query \"{Authorization: join(' ', ['Bearer', accessToken])}\" --output json --only-show-errors"
    },
    "powerbi-modeling-mcp": {
      "type": "http",
      "ur

Read the full file on GitHub · 74 lines

Contents

What it installs

The manifest is a name and a version. 25 skills travel with it, and installing the plugin installs all of them — 2,040 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

yesterday Changed · +1 lines eebfb9652c6e
8d ago Changed c4fa1c9f280d
1mo ago Changed cd0d6b58900a
1mo ago Changed · +1 lines 3b5e32f7ab47
1mo ago Changed a776b8d6f41e
1mo ago Changed · +2 lines 1bfb3012b077
2mo ago Changed · +1 lines 7208ec0665cc
2mo ago First seen · 69 lines scan A ab2c7251144f

Subscribe to this mod's changes

fabric-skills is a plugin published in the GitHub repository microsoft/skills-for-fabric (1,321 stars, last pushed yesterday), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Analytics and metrics Data and AI

fabric-skills next to 6 plugins from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
fabric-skillsmicrosoft/skills-for-fabric	Plugin	1.3k	yesterday	MIT	A	—	Claude Code
clip-aware-embeddingscuriositech/some_claude_skills	Plugin	263	yesterday	MIT	A	—	Claude Code
tao-skill-bankNVIDIA-TAO/tao-skill-bank	Plugin	99	yesterday	Apache-2.0	A	—	Claude Code
classifiercardmagic/classifier	Plugin	741	6d ago	none	A	—	Claude Code
databricksdatabricks/databricks-agent-skills	Plugin	384	2d ago	none	A	—	Claude Code, Cursor
twelvelabstwelvelabs-io/twelve-labs-claude-code-plugin	Plugin	26	29d ago	MIT	A	—	Claude Code
sql-database-pipelinedlt-hub/dlthub-ai-harness	Plugin	65	yesterday	none	A	—	Claude Code