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…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
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) diagnose why a Spark job, notebook run, or Lakehouse job failed, (2) triage stuck or dead Livy sessions, (3) identify OOM, shuffle spill, or data skew, (4)…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Execute authoring T-SQL (DDL, DML, data ingestion, transactions, schema changes) against Microsoft Fabric Data Warehouse and SQL endpoints from agentic CLI environments. Use when the user wants to: (1) create/alter/drop tables from terminal, (2) insert/update/delete/merge data via CLI, (3) run COPY INTO or OPENROWSET…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Execute read-only T-SQL queries against Fabric Data Warehouse, Lakehouse SQL Endpoints, and Mirrored Databases via CLI. Default skill for any lakehouse data query (row counts, SELECT, filtering, aggregation) unless the user explicitly requests PySpark or Spark DataFrames. Use when the user wants to: (1) query…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Analyze Fabric Data Warehouse performance via CLI using sqlcmd and queryinsights views. Diagnose slow queries, SQL pool pressure, cache coldness, and recommend clustering keys. Triggers: "DW slow query analysis", "slowest queries warehouse", "queryinsights long running", "warehouse CPU resource consumers", "SQL pool…
kimtth/ms-fabric-skills-dev-starter
Skill Claude CodeCodex
Port Azure Synapse Analytics notebooks, SQL pools, and pipelines to Microsoft Fabric. Translates mssparkutils calls to notebookutils (including the env→runtime namespace change), replaces Linked Services with Fabric Data Connections and OneLake Shortcuts, rewrites Dedicated SQL Pool DDL by removing DISTRIBUTION and…
kimtth/azure-ml-finetuning-eval-skills
Skill Claude CodeCodex
Generate synthetic and simulated datasets for evaluation and fine-tuning using Azure AI Foundry simulators. Create non-adversarial task data, adversarial safety data, and conversation datasets without manual data collection.
kimtth/azure-ml-finetuning-eval-skills
Skill Claude CodeCodex
Train or fine-tune LLMs on Azure ML managed compute with TRL trainers. Uses direct trainer loops (SFT, DPO, RL) without relying on serverless APIs or Hugging Face infrastructure.
kimtth/azure-ml-finetuning-eval-skills
Skill Claude CodeCodex
Evaluate generative AI applications and models locally or in the cloud using Azure AI Evaluation SDK. Measure quality, safety, and performance with built-in and custom evaluators.
kimtth/agent-skill-100-lines-or-less
Skill Claude CodeCodex
Use when: review an academic paper with a structured review form and multiple reviewer personas.
kimtth/agent-skill-100-lines-or-less
Skill Claude CodeCodex
Use when: persist and recall context across coding sessions so the agent stops re-learning the same stack, bugs, and decisions.
kimtth/agent-skill-100-lines-or-less
Skill Claude CodeCodex
Use when: design a clear, consistent, and evolvable API contract before implementing it.
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: