azure-architecture-autopilot

Designs Azure infrastructure from natural language and renders interactive architecture diagrams.

Updated Sep 10, 2026
One-click install
npx skills add https://github.com/serpro-workshop-fortaleza/sifap-modernization-paula --skill azure-architecture-autopilot-serpro-workshop-fortaleza
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: azure-architecture-autopilot
Source: https://github.com/serpro-workshop-fortaleza/sifap-modernization-paula/tree/main/.github/skills/azure-architecture-autopilot
Command: npx skills add https://github.com/serpro-workshop-fortaleza/sifap-modernization-paula --skill azure-architecture-autopilot-serpro-workshop-fortaleza

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve? Designing Azure infrastructure requires knowing dozens of service configurations, API versions, and networking rules. This Skill turns natural-language requests into a guided architecture workflow that produces an interactive diagram, reviewed Bicep code, and an optional validated deployment, while verifying dynamic facts against Microsoft Docs. ## Core Features & Use Cases - Two guided paths: design a new architecture from scratch (Path A) or scan an existing resource group, diagram it, and modify it conversationally (Path B). - Offline diagram engine: bundled Python scripts render interactive HTML diagrams with 605+ official Azure icons, no installation required. - Phased pipeline with guardrails: advisor, Bicep generator, code reviewer, and deployer phases enforce ordering, compile checks, and a mandatory what-if analysis before any deployment. - Use Case: Ask to design a RAG architecture with Microsoft Foundry, AI Search, ADLS Gen2, and Key Vault behind private endpoints; receive a confirmed diagram, reviewed Bicep, and a safe what-if preview before deployment. ## Quick Start Ask the assistant to design a RAG architecture on Azure with private endpoints and show it as an interactive diagram.

Frequently Asked Questions about azure-architecture-autopilot

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

FAQPage Schema
How do I design an Azure architecture from a natural language description?

Describe the workload in plain language, such as requesting a RAG architecture on Azure. The skill runs an interactive advisor phase, renders an interactive HTML diagram with official Azure icons, then generates and reviews Bicep before any deployment.

How can I visualize my existing Azure resources as a diagram?

Point the skill at a resource group and it scans existing resources, infers relationships, and renders an interactive HTML architecture diagram. You can then request modifications in natural language and see the diagram updated.

Does the diagram generator require installing Python packages?

No installation is required. The bundled scripts directory contains a self-contained Python diagram engine with over 605 embedded official Azure icons that works fully offline, invoked through scripts/cli.py.

Can this skill deploy the generated Bicep to Azure?

Yes, but only after a strict sequence: code review, Bicep compilation, and a mandatory what-if change analysis. Nothing is deployed without explicit user approval, and the Azure CLI plus Bicep tools must be available.

What are the limitations of the generated Bicep code?

Bicep compilation validates only syntax and types; it cannot detect SKU availability, regional support, or quota issues, which the what-if phase catches. In this kit, Bicep is reference-only output and adopted architectures must be converted to Terraform.