Tools tagged with "Official"

Execute raw DAX queries and inspect metadata of Microsoft Fabric Power BI semantic models via the MCP server ExecuteQuery tool. Use when the user already knows

AI Author Skill — Reactor Documentation Generator

Guide for translating SQL aggregation expressions into DAX measures.

Guide for searching and exploring external GitHub repositories using the gh CLI. Use this when you need reference implementations, patterns, or code examples fr

Use when starting or creating a NEW Rayfin app, or when a Rayfin task comes up and you are not yet inside a Rayfin project. Gets you into a project with the Ray

Reactor commanding — actions that appear in multiple surfaces (menu + toolbar), need keyboard shortcuts, or need CanExecute. Command, StandardCommand, UseComman

📋 Shared instructions: shared-instructions.md — read first.

Inspect existing alerts, notifications, and automated actions in Fabric via read-only REST API calls using az rest CLI. Invoke this skill whenever the user want

Migrate Synapse Data Factory pipeline artifacts to Microsoft Fabric Data Factory. Handles: linked services → Fabric connections, dataset definitions inlined int

Turn ANY WinUI control — a vendor/third-party control, your own custom Control, or a Windows Community Toolkit one — into a first-class declarative Reactor elem

Tests a deployed, activated Power Pages site at runtime using browser-based navigation, page crawling, and API request verification via Playwright. Use when the

Check for skills-for-fabric marketplace updates at session start. Compares local version against GitHub releases and shows changelog if updates are available. U

Query SQL database in Fabric via sqlcmd: interactive exploration, vector similarity, JSON, temporal queries, and security policy inspection on the OLTP and SQL

Guide for writing unit tests. Use this when creating tests to verify Python logic.

Create, wire, and publish Fabric Eventstream real-time streaming topologies via the Items REST API. Build definitions with 25 source types (Event Hubs, IoT Hub,

Use when the user wants to enable offline mode for a Power Apps mobile app and create a Mobile Offline Profile in Dataverse — designs per-table row scope, relat

Use when the user wants to iterate on an existing generated Power Apps mobile app after /create-mobile-app: update the plan, data model, native capabilities, de

Analyze lakehouse data interactively using Fabric Lakehouse Livy API sessions and PySpark/Spark SQL for advanced analytics, DataFrames, cross-lakehouse joins, D

Use when inspecting a Java program that is already being debugged — read local variables, walk the call stack, list threads, evaluate expressions, step in/over/

Search the Microsoft Fabric catalog to find an item by name across all workspaces when you don't know which workspace it is in, using the Fabric Catalog Search

Use when the user has finished building a mobile app, started it with npm run dev, and wants the running app monitored for runtime errors AND silent failures (e

Develop Microsoft Fabric Spark/data engineering workflows and write code in Fabric Notebook cells with intelligent routing to specialized resources. Provides wo

paper2assets — paper PDF → reusable assets

Get a quick summary of your day by pulling your inbox emails and calendar meetings. Helps you triage and prioritize your workday.

UTILITY SKILL - Explain code snippets, functions, and algorithms in plain language. USE FOR: explain code, what does this code do, break down this function, hel

Guide for diagnosing and improving MSBuild project evaluation performance. USE FOR: builds slow before any compilation starts, high evaluation time in binlog an

Use when any code imports @microsoft/agents-hosting, @microsoft/agents-hosting-express, or related Agents SDK packages, or when the user is building, configurin

Provides file paths to language-specific reference files for the test ANALYSIS skills (assertion-quality, test-anti-patterns, test-gap-analysis, test-smell-dete

Guide for optimizing MSBuild build parallelism and multi-project scheduling. USE FOR: builds not utilizing all CPU cores, speeding up multi-project solutions, e

Diagnose failed Spark jobs, unhealthy Livy sessions, and performance bottlenecks in Microsoft Fabric via read-only CLI triage. Use when the user wants to: (1) d

Implement end-to-end Medallion Architecture (Bronze/Silver/Gold) lakehouse patterns in Microsoft Fabric using PySpark, Delta Lake, and Fabric Pipelines. Use whe

Manage Microsoft Fabric Materialized Lake View (MLV) refresh schedules and job execution via REST APIs. Create, update, and delete refresh schedules (interval-b

Prepare and publish a new version of the waza azd extension. USE FOR: "publish extension", "release new version", "bump version", "prepare release", "update cha

Reference data for test filter syntax across all platform and framework combinations: VSTest --filter expressions, MTP filters for MSTest/NUnit/xUnit v3/TUnit,

Manage Microsoft Fabric Materialized Lake View (MLV) refresh schedules and job execution via REST APIs. Create, update, and delete refresh schedules (interval-b

Manage Power BI report workspace items and PBIR definitions in Microsoft Fabric via az rest CLI against the Fabric REST API. Use when the user wants to: (1) upl