# microsoft/skills-for-fabric

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

Repository: https://github.com/microsoft/skills-for-fabric
Canonical: https://ross.abutalabs.com/products/skills-for-fabric
Language: Python
License: MIT
License Family: permissive
Last push: 2026-08-26T10:26:59+00:00

## Health v2 (maintenance only)
Score: 82/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 98, longevity 14
- inputs: {"age_days": 197, "days_push": 7, "days_rel": 13, "gap_med": 6, "n_releases_24m": 14}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1022, forks 288 (observed 2026-08-28T04:03:15.718687+00:00)

## What it is
A collection of reusable AI assistant skills and MCP systems from Microsoft for working with Microsoft Fabric workloads, APIs, and Power BI authoring. It ships as installable plugin bundles for GitHub Copilot CLI, Claude Code, and other compatible AI coding hosts.

## Use cases
- teach copilot cli how to work with microsoft fabric
- author power bi reports with ai assistance
- query fabric apis from claude code
- install fabric skills as a copilot plugin
- get best practices for fabric semantic models
- automate fabric operations with an ai agent

## When to choose
- you use GitHub Copilot CLI, Claude Code, Cursor, or Windsurf and work with Microsoft Fabric
- you want AI assistants to follow Fabric query patterns and operational best practices
- you need Power BI report authoring and PBIP workflow guidance for AI tools

## When to avoid
- you don't use Microsoft Fabric or Power BI
- your AI coding host doesn't support plugin marketplaces or MCP
- you need a standalone application rather than assistant instructions

## Facets
- artifact type: plugin
- maturity: active
- function: mcp, agent-framework, developer-tools, documentation
- domain: developer-tools, analytics, cloud-computing
- platform: cli, editor-plugin, cross-platform
- tags: microsoft-fabric, power-bi, copilot-cli, claude-code, ai-skills, plugin-marketplace, data-engineering

## Member repositories
- microsoft/skills-for-fabric (main) score 82

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:15.718687+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:08:45.081504+00:00, confidence not recorded.
  - readme: https://github.com/microsoft/skills-for-fabric (fetched 2026-08-28T04:03:15.718687+00:00, sha 3d0850816a02)
- Data as of 2026-08-30T08:39:29.467469+00:00.