fabric-consumption

Plugin fabric-consumption from marketplace fabric-collection in microsoft/skills-for-fabric. Commands read from the repo's manifest — today.

Skills (26)

• activator-cli

  Creates and inspects Fabric Activator (Reflex) alerts: rules, their data sources, conditions, and the Teams or email action they fire, plus decoding an existing ReflexEntities definition. Choose it whenever someone wants to be told, or something done, when values cross a threshold. The pipeline deli

• azmon-mirroredcatalogs-operations-cli

  Brings Azure Monitor, Application Insights, and Log Analytics telemetry into Fabric as Eventhouse external delta tables and correlates it with business data. Use to onboard observability data, judge whether latency or availability affected revenue, or build a Real-Time dashboard and Operations Agent

• databasehub-cli

  Analyzes Database Hub inventory, health, and security posture through Entra-authenticated Fabric APIs. Use for estate counts; SQL/PostgreSQL CPU, storage, and memory; Cosmos DB availability/RU; authentication/auditing/CMK warnings; and Fabric SQL inventory. Fabric SQL tuning routes to sqldb-cli; War

• databricks-migration

  Ports existing Databricks notebooks and jobs to Fabric, covering dbutils to notebookutils, secret scopes to Key Vault, DBFS to OneLake, Unity Catalog mapping to schema-enabled Lakehouses, Jobs and Delta Live Tables to Spark Job Definitions and Pipelines, and Photon to the Native Execution Engine. Us

• dataflows-cli

  Manages Fabric Dataflow Gen2 items, including creation, M editing, connections, output destinations, getDefinition and updateDefinition inspection, executeQuery, refresh history, and Gen1-to-Gen2 save-as upgrades via saveAsNativeArtifact. Use for Dataflow items or Power Query M definitions. For pipe

• deployment-pipelines-authoring-cli

  Manages Fabric deployment pipelines for ALM promotion across dev, test, and prod stages, including stage creation, workspace assignment, selective forward or backward deploys, operation polling, stage role assignments, and the pipeline and workspace permissions each action requires. For Git sync use

• e2e-fabric-cost-estimation

  Estimates Fabric capacity cost before a migration by profiling Spark, SQL, Power BI, and Real-Time workloads, then recommending SKU size and comparing Reserved, Pay-As-You-Go, and Autoscale billing. Use only for capacity sizing and pricing questions, not for general migration or connectivity work.

• e2e-medallion-architecture

  Plans and builds end-to-end Fabric data platforms on the Bronze, Silver, and Gold medallion pattern: ingestion to analytics, PySpark and Delta layers, pipeline orchestration, per-layer Spark tuning, Materialized Lake View versus notebook choices for Silver and Gold, and Direct Lake handoff. Use for

• eventhouse-cli

  Authors and queries Fabric Eventhouse and KQL databases: tables, functions, policies, materialized views, ingestion, and read-only KQL for real-time and time-series analytics. All KQL database work belongs here, table creation and simple queries included. An Eventstream item is eventstream-cli; an E

• eventschemaset-cli

  Governs Event Schema Sets, the Fabric registries of event types and message payload schemas. Covers create, rename, update and delete of a definition, and listing, property reads or base64 decoding. Every Event Schema Set task belongs here. Ingestion pipelines are eventstream-cli.

• eventstream-cli

  Owns Fabric Eventstream items end to end: sources, operators, destinations, routing, retention, throughput and connection strings, plus read-only topology checks. Pick it for anything that names an Eventstream, creating and listing included. Where the rows finally land is eventhouse-cli.

• fabric-policies-cli

  Author, review and manage Microsoft Fabric governance policies and PolicySet items. Invoke before clarifying underspecified lockdown requests or missing intent, identities or scope. Discover current contracts and roles, map scenarios to rules, and execute one approved API lifecycle. Not catalog audi

• fabriciq

  Answers natural-language business questions over existing Power BI reports and semantic models through the FabricIQ MCP endpoint, discovering artifacts, resolving entities, generating the DAX itself, and returning a plain-language answer. Use when the user asks a data question, including one that sa

• git-integration-operations-cli

  Runs the Fabric Git integration lifecycle through fab api or az rest, including connecting a workspace to Azure DevOps or GitHub, committing, updating from Git, reading sync status, resolving conflicts, disconnecting a connected workspace, and automating sync with a service principal. For stage prom

• hdinsight-migration

  Ports HDInsight Spark and Hive workloads to Fabric, converting HiveContext and SparkContext to SparkSession, WASB and ABFS paths to OneLake shortcuts, Hive DDL to Delta tables in a Lakehouse, and Oozie coordinators and actions to pipeline activities and triggers. Use when the source workload is HDIn

• onelake-catalog-cli

  Governs and curates the Microsoft Fabric OneLake catalog through Fabric Admin, Core and Power BI REST APIs. Use for tenant or data-owner governance audits and guarded remediation of domains, workspace assignment, capacity, labels, tag definitions, workspace tags, certification, refresh and item iden

• ontology-cli

  Manages Microsoft Fabric Ontology items: authors legacy V1 entity/relationship definitions and answers questions for new-experience (V2) Ontologies through ask_ontology. Use for Ontology item operations or grounded questions; V2 authoring/upgrades and V1 queries are unsupported. Power BI data questi

• pipeline-migration

  Migrates Synapse Data Factory pipelines to Fabric Data Factory, turning linked services into Fabric connections, inlining datasets into activities, converting global parameters to Variable Libraries, and mapping SynapseNotebook to TridentNotebook. Use for pipeline JSON. For Synapse Spark notebook co

• project-osmos

  Orchestrate Project Osmos Fabric/OneLake outcomes as one task, with medallion builds and task-splitting advice. Manage status, messages, cancellation, Resume and deletion, plus offline request plans. Select for explicit Osmos requests and every saved-task control turn, including bare Resume. Complet

• search-consumption-cli

  Finds Fabric items across every workspace with the Catalog Search API when the workspace is unknown, locating an item by display name, inventorying one item type tenant-wide, and returning the workspace and item IDs later calls need. Dataflow Gen1 and Gen2 items are not supported. Use only to locate

• semantic-model-authoring

  Manages Power BI semantic models, including tables, columns, measures, relationships, field parameters, DAX, Import, DirectQuery and Direct Lake designs, sources, connections, permissions, refresh, and deployment. Load this skill before acting on a semantic model, unless it is part of publishing a P

• spark-cli

  Manages Fabric Spark work, including notebook cell code with %%configure, %%sql, PySpark and notebookutils, named notebook runs, Livy sessions, triage of failed or OOM notebook and pipeline Spark runs, and the Materialized Lake View (MLV) lifecycle. Load it before writing MLV SQL, since CREATE MATER

• sqldb-cli

  Manages a Fabric SQL database item, the OLTP SQL Server engine, including running T-SQL through sqlcmd, temporal and vector similarity search, schema and sys.tables inspection, dacpac deployment, and Query Store, blocked sessions and regressed-plan investigation. Use for any query or change against

• sqldw-cli

  Manage Fabric Warehouse, Lakehouse SQL endpoints, and Mirrored Databases: DDL/DML, COPY INTO, read-only T-SQL, Query Insights diagnostics, and Capacity Metrics CU-spike correlation. Synapse migration target SQL belongs to synapse-migration; Fabric SQL database belongs to sqldb-cli. Triggers: query w

• synapse-migration

  Converts Synapse workspaces to Fabric: Spark items, Lake Databases, Linked Services, and Dedicated SQL Pool schema/procedures for Lakehouse or Warehouse. During Pool-to-Lakehouse migration only, can migrate approved dependent procedure callers after notebook readiness. Excludes standalone pipelines

• variable-library-cli

  Manages Fabric Variable Library items, including definitions, libraryVariables and valueSets overrides. Covers which consumers can reference a variable and with what syntax -- pipelines, notebooks via notebookutils variableLibrary, Dataflow Gen2, Copy Jobs, shortcuts, UDFs and Plan items -- the acti

Subagents (4)

• FabricAdmin

  Manage Microsoft Fabric operational excellence across capacity planning, governance, security, cost optimization, and observability. Use when the request involves workspace administration, capacity monitoring, access control, compliance policies, cross-workload operational concerns, or workspace doc

• FabricAppDev

  Build full-stack applications on top of Microsoft Fabric using Python, ODBC, XMLA, and REST APIs. Use when the request involves building applications connected to Fabric data. Delegates endpoint-specific implementation to specialized skills.

• FabricDataEngineer

  Orchestrate end-to-end Microsoft Fabric data engineering workflows that span multiple workloads and personas. Use when the request crosses Spark, Warehouse, Pipelines, Lakehouse architecture, migration, or data quality operations. Delegates deep single-endpoint implementation to specialized skills a

• FabricIQ

  Answer questions about Power BI artifacts — reports, and semantic models — by discovering artifacts, inspecting report metadata and semantic model schemas, resolving entity values, generating DAX queries, and executing them against the Fabric MCP endpoint. Use when the user asks data questions about

MCP servers (3)

• FabricIQ

  connects to: https://fabriciq.svc.cloud.microsoft/v1/mcp/fabriciq

• powerbi-modeling-mcp

  connects to: https://api.fabric.microsoft.com/v1/mcp/powerbi/authoring

• fabric-sqlendpoint

  connects to: https://api.fabric.microsoft.com/v1/mcp/dataPlane/sqlEndpoint

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