fabric-ads-session

Guide structured Microsoft Fabric architecture design sessions and generate Mermaid diagrams.

2|2|Updated Feb 19, 2026

Search Tags:#data engineering #architecture design #cloud architecture #power bi #microsoft fabric #data platform

Ready to run

npx skills add https://github.com/HaoZhang615/ads-copilot --skill fabric-ads-session

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: fabric-ads-session
Source: https://github.com/HaoZhang615/ads-copilot/tree/main/.github/skills/fabric-ads-session
Command: npx skills add https://github.com/HaoZhang615/ads-copilot --skill fabric-ads-session

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users design robust and scalable Microsoft Fabric architectures by guiding them through a structured conversation to gather requirements and generate a tailored architecture diagram.

Core Features & Use Cases

Guided Architecture Design: Orchestrates a multi-phase conversation covering business context, current landscape, security, and operations.
Pattern-Based Recommendations: Suggests appropriate Microsoft Fabric architecture patterns based on user needs.
Automated Diagram Generation: Produces visual architecture diagrams using Mermaid syntax.
Use Case: A solutions architect needs to design a new data platform using Microsoft Fabric for a retail company. They use this Skill to ensure all critical aspects like data sources, real-time needs, security, and user concurrency are considered, resulting in a production-ready architecture diagram.

Quick Start

Use the fabric-ads-session skill to design a Microsoft Fabric architecture for a retail analytics project.

Frequently Asked Questions about fabric-ads-session

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I design a Microsoft Fabric architecture for a new data platform?▼

Designing a Microsoft Fabric architecture requires gathering business, security, and operational requirements to produce a tailored architecture diagram. A guided session maps these needs to eight predefined patterns for a robust data platform.

What are the Microsoft Fabric architecture patterns for data engineering?▼

Microsoft Fabric architecture patterns consist of eight predefined structural designs that map specific data engineering needs to optimal component configurations. They guide decisions on data sources, real-time processing, and user concurrency for scalable solutions.

How do I gather requirements for a Microsoft Fabric implementation?▼

Gathering requirements for a Microsoft Fabric implementation involves a multi-phase conversation covering business context, current landscape, security, and operational needs. This structured approach ensures all critical aspects like real-time needs and user concurrency are considered.

Can I generate a visual diagram for a Power BI and Microsoft Fabric solution?▼

Yes, you can generate a visual architecture diagram for a Power BI and Microsoft Fabric solution using Mermaid syntax. The diagram includes detailed component rationales based on your specific operational and security requirements.

Does the Microsoft Fabric architecture design session cover security and operational needs?▼

Yes, the Microsoft Fabric architecture design session explicitly covers security and operational needs. It orchestrates a conversation to ensure data sources, real-time processing limits, and user concurrency are factored into the final production-ready architecture.

What is the best way to plan a scalable cloud architecture using Microsoft Fabric?▼

The best way to plan a scalable cloud architecture using Microsoft Fabric is through a structured design session that evaluates your current landscape and matches it against eight established patterns, yielding a diagram with detailed component rationales.