🌿 Microsoft Fabric Skills - Scaffolding template for Microsoft Fabric development with AI coding agents.
This repository also configures its own agents. See what ms-fabric-skills-dev-starter tells them →
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Create alerts, notifications, and automated actions on Fabric data and events via Fabric REST API and az rest CLI. Use when the user wants to: (1) create, update, or delete an alert or notification flow, (2) send a Teams message, send an email, or run a Fabric item when something happens, (3) connect alert logic to…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Inspect existing alerts, notifications, and automated actions in Fabric via read-only REST API calls using az rest CLI. Use when the user wants to: (1) list existing alerts in a workspace, (2) inspect how an alert or notification is configured, (3) read and decode an Activator/Reflex definition (ReflexEntities.json)…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Check for skills-for-fabric marketplace updates at session start. Compares local version against GitHub releases and shows changelog if updates are available. Use when the user wants to: (1) check for skill updates, (2) see what's new in skills-for-fabric, (3) verify current version. Triggers: "check for updates", "am…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Port Databricks notebooks and jobs to Microsoft Fabric. Provides an exhaustive dbutils to notebookutils substitution table: fs operations (mount removal via OneLake Shortcuts), secret scope to Key Vault URL conversion, notebook run and exit, widget replacement with parameter-tagged cells, and library install…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Create, update, delete, and manage Fabric Dataflows Gen2 artifacts with Power Query M mashup definitions via CLI (az rest / curl). Uses az rest and curl against the Fabric REST API to author definitions containing base64-encoded mashup.pq, queryMetadata.json, and .platform parts. Supports creating dataflows with…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Monitor, inspect, and discover Fabric Dataflows Gen2 via read-only CLI operations (az rest / curl). List dataflows across workspaces, decode base64 definitions to inspect Power Query M queries and queryMetadata.json, discover typed parameters with defaults, poll refresh operations for status, retrieve job history with…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Assess, plan, and execute dataflow Gen1 → Gen2.1 CI/CD save-as operations via CLI (az rest / curl) against both Power BI REST and Fabric REST APIs. Scan workspaces or entire tenants for Gen1 dataflows, evaluate save-as readiness with seven risk signals (incremental refresh, BYOSA storage, Power Automate triggers…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Implement end-to-end Medallion Architecture (Bronze/Silver/Gold) lakehouse patterns in Microsoft Fabric using PySpark, Delta Lake, and Fabric Pipelines. Use when the user wants to: (1) design a Bronze/Silver/Gold data lakehouse, (2) set up multi-layer workspace with lakehouses for each tier, (3) build…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Execute KQL management commands (table management, ingestion, policies, functions, materialized views) against Fabric Eventhouse and KQL Databases via CLI. Use when the user wants to: 1. Create or alter KQL tables, columns, or functions 2. Ingest data into an Eventhouse (inline, from storage, streaming) 3. Configure…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Run KQL queries against Fabric Eventhouse for real-time intelligence and time-series analytics using az rest against the Kusto REST API. Covers KQL operators (where, summarize, join, render), Eventhouse schema discovery (.show tables), time-series patterns with bin(), and ingestion monitoring. Use when the user wants…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Create, wire, and publish Microsoft Fabric Eventstream real-time event streaming topologies via the Fabric Items REST API. Build graph-based definitions with 25 source types (Event Hubs, IoT Hub, CDC connectors, Kafka, SampleData), 8 transformation operators (Filter, Aggregate, GroupBy, Join, ManageFields, Union…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
List, inspect, and monitor Microsoft Fabric Eventstream real-time event ingestion pipelines via the Fabric Items REST API. Discover Eventstreams across workspaces, decode base64-encoded graph topologies to trace event flow from source through operators to destination nodes. Validate source connection IDs, destination…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Plan, implement, review, and troubleshoot Microsoft Fabric ALM and CI/CD workflows using Git integration, deployment pipelines, Variable Libraries, Fabric REST APIs, fabric-cicd, GitHub Actions, or Azure DevOps. Use when the user asks about source control, deploy, promote, release, dev/test/prod, environment…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Discover Fabric APIs, OpenAPI specs, item schemas, and best practices using the Fabric MCP Server. Use when exploring available Fabric workloads, looking up API specifications, finding item definition formats, or managing OneLake files programmatically. All MCP tools run locally for reference.
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Core Microsoft Fabric platform reference: topology, authentication, token scopes, REST API base URL, pagination, long-running operations, throttling, workspace and item resolution, OneLake access, and common gotchas. Use this skill whenever working with Fabric REST APIs, managing workspaces/items, or troubleshooting…
kimtth/ms-fabric-skills-dev-starter
Skill Claude Code
Design, configure, evaluate, and govern Microsoft Fabric Data Agents for natural-language Q&A over Lakehouse, Warehouse, Power BI semantic model, KQL database, mirrored database, ontology, or Microsoft Graph data. Use when the user asks for Fabric data agent, conversational analytics, NL2SQL, NL2DAX, NL2KQL…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Fabric Lakehouse design, schemas, shortcuts, security, optimization, and PySpark patterns. Use when designing Lakehouse solutions, managing Delta tables, configuring OneLake shortcuts, or writing PySpark/Spark SQL code for Fabric notebooks.
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Port Azure HDInsight Spark clusters and Hive workloads to Microsoft Fabric. Removes legacy HiveContext and standalone SparkContext constructors, replacing them with the pre-instantiated SparkSession. Converts WASB and ABFS storage paths to OneLake abfss URLs via Shortcuts. Transforms Hive DDL (STORED AS ORC, external…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated methods, wrong signatures, and deprecated…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Create, manage, and deploy Power BI semantic models inside Microsoft Fabric workspaces via az rest CLI against Fabric and Power BI REST APIs. Use when the user wants to: (1) create a semantic model from TMDL definition files, (2) retrieve or download semantic model definitions, (3) update a semantic model definition…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
The ONLY supported path for read-only Microsoft Fabric Power BI semantic model (formerly "Power BI dataset") query interactions. Execute DAX queries via the MCP server ExecuteQuery tool to: (1) discover semantic model metadata (tables, columns, measures, relationships, hierarchies, etc.) and their properties, (2)…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Find and discover Microsoft Fabric items across workspaces when the workspace is unknown. Use when the user wants to: (1) find an item by name across workspaces, (2) list items of specific type across workspaces, (3) identify which workspace contains an item, (4) return item/workspace IDs for downstream API calls.…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Develop Microsoft Fabric Spark/data engineering workflows and write code in Fabric Notebook cells with intelligent routing to specialized resources. Provides workspace/lakehouse management, notebook code authoring (PySpark, Scala, SparkR, SQL), and routes to: data engineering patterns, development workflow, or…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Analyze lakehouse data interactively using Fabric Lakehouse Livy API sessions and PySpark/Spark SQL for advanced analytics, DataFrames, cross-lakehouse joins, Delta time-travel, and unstructured/JSON data. Use when the user explicitly asks for PySpark, Spark DataFrames, Livy sessions, or Python-based analysis — NOT…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: