Skill Claude CodeCodex
Workflow and tools for adding new entries from temp.md to the section files. Includes legend format, section reference, code tools, and common pitfalls. USE FOR: Adding new resources to the knowledge base. DO NOT USE FOR: Editing existing entries or restructuring sections.
Skill Claude CodeCodex
Classification guidelines for entries in tempentries.md. Each entry has a title containing the markdown file name and section name. USE FOR: Classifying new entries in tempentries.md into .md section files. DO NOT USE FOR: Adding entries to tempentries.md or moving entries between sections.
Skill Claude CodeCodex
Workflow for updating the popular LLM applications pool (section/xllmapps.md) using fetchllmapps.py. Covers full refresh, alternate exports, topic tuning, and common pitfalls. USE FOR: Refreshing the ranked GitHub applications list linked from applications.md. DO NOT USE FOR: Hand-curating application entries inside…
Skill Claude CodeCodex
Workflow for updating the LLM landscape paper pool (section/xllmpapers.md) using fetchllmpapers.py. Covers full re-fetch, resume from checkpoint, and adding new topics. USE FOR: Refreshing citation counts, expanding topic coverage. DO NOT USE FOR: Adding hand-curated entries to section files (use…
Skill Claude CodeCodex
Guidelines for updating citation counts for papers in the section files using the updatecitationcounts.py tool. USE FOR: Updating citation counts for papers listed in the section files to keep information current. DO NOT USE FOR: 1) Adding new papers to the section files; 2) Classifying entries into sections.
kimtth/ms-fabric-skills-dev-starter
Agent Codex
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 documentation and…
kimtth/ms-fabric-skills-dev-starter
Agent Codex
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.
kimtth/ms-fabric-skills-dev-starter
Agent Codex
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 and resources.
kimtth/ms-fabric-skills-dev-starter
Agent Codex
Orchestrate end-to-end workload migration from Azure Synapse Analytics, Azure HDInsight, or Databricks to Microsoft Fabric. Handles migration assessment, phased execution planning, utility API porting (mssparkutils/dbutils → notebookutils), connectivity migration (Linked Services/mounts → Data Connections/OneLake…
kimtth/ms-fabric-skills-dev-starter
Agent Codex
Review Microsoft Fabric code, notebooks, item definitions, prompts, skills, agents, and architecture for correctness, security, operability, governance, and test coverage. Use when the user asks for review, audit, quality gate, release readiness, PR feedback, validation, or risk assessment of Fabric work. Findings…
kimtth/ms-fabric-skills-dev-starter
Agent Codex
Plan and execute Microsoft Fabric release engineering across Git integration, deployment pipelines, Variable Libraries, Fabric REST APIs, fabric-cicd, GitHub Actions, Azure DevOps, validation gates, rollback, and post-deploy smoke tests. Use when the request involves deploy, promote, release, CI/CD, ALM…
kimtth/ms-fabric-skills-dev-starter
Agent Codex
Design Microsoft Fabric solution architecture across Lakehouse, Warehouse, Real-Time Intelligence, Data Factory, Power BI, Data Agents, governance, security, operations, and ALM. Use when the request asks for a target architecture, solution blueprint, workload selection, trade-off analysis, reference architecture…
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…