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🤖🤖🤖 Update azure-architecture-autopilot: v0.1.5 engine (routing + UI) #1451
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| Original file line number | Diff line number | Diff line change |
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| <h1 align="center">Azure Architecture Autopilot</h1> | ||
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| <p align="center"> | ||
| <strong>Design → Diagram → Bicep → Deploy — all from natural language</strong> | ||
| </p> | ||
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| <p align="center"> | ||
| <img src="https://img.shields.io/badge/GitHub_Copilot-Skill-8957e5?logo=github" alt="Copilot Skill"> | ||
| <img src="https://img.shields.io/badge/Azure-All_Services-0078D4?logo=microsoftazure&logoColor=white" alt="Azure"> | ||
| <img src="https://img.shields.io/badge/Bicep-IaC-ff6f00" alt="Bicep"> | ||
| <img src="https://img.shields.io/badge/70+-Service_Types-00bcf2" alt="Service Types"> | ||
| <img src="https://img.shields.io/badge/License-MIT-green" alt="License"> | ||
| </p> | ||
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| <p align="center"> | ||
| <b>Azure Architecture Autopilot</b> designs Azure infrastructure from natural language,<br> | ||
| generates interactive diagrams, produces modular Bicep templates, and deploys — all through conversation.<br> | ||
| It also scans existing resources, visualizes them as architecture diagrams, and refines them on the fly. | ||
| </p> | ||
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| <!-- Hero image: interactive architecture diagram with 605+ Azure icons --> | ||
| <p align="center"> | ||
| <img src="assets/06-architecture-diagram.png" width="100%" alt="Interactive Azure architecture diagram with 605+ official icons"> | ||
| </p> | ||
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| <p align="center"> | ||
| <em>↑ Auto-generated interactive diagram — drag, zoom, click for details, export to PNG</em> | ||
| </p> | ||
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| <p align="center"> | ||
| <img src="assets/08-deployment-succeeded.png" width="80%" alt="Deployment succeeded"> | ||
| | ||
| <img src="assets/07-azure-portal-resources.png" width="80%" alt="Azure Portal — deployed resources"> | ||
| </p> | ||
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| <p align="center"> | ||
| <em>↑ Real Azure resources deployed from the generated Bicep templates</em> | ||
| </p> | ||
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| <p align="center"> | ||
| <a href="#-how-it-works">How It Works</a> • | ||
| <a href="#-features">Features</a> • | ||
| <a href="#%EF%B8%8F-prerequisites">Prerequisites</a> • | ||
| <a href="#-usage">Usage</a> • | ||
| <a href="#-architecture">Architecture</a> | ||
| </p> | ||
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| --- | ||
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| ## 🔄 How It Works | ||
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| ``` | ||
| Path A: "Build me a RAG chatbot on Azure" | ||
| ↓ | ||
| 🎨 Design → 🔧 Bicep → ✅ Review → 🚀 Deploy | ||
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| Path B: "Analyze my current Azure resources" | ||
| ↓ | ||
| 🔍 Scan → 🎨 Modify → 🔧 Bicep → ✅ Review → 🚀 Deploy | ||
| ``` | ||
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| | Phase | Role | What Happens | | ||
| |:-----:|------|--------------| | ||
| | **0** | 🔍 Scanner | Scans existing Azure resources via `az` CLI → auto-generates architecture diagram | | ||
| | **1** | 🎨 Advisor | Interactive design through conversation — asks targeted questions with smart defaults | | ||
| | **2** | 🔧 Generator | Produces modular Bicep: `main.bicep` + `modules/*.bicep` + `.bicepparam` | | ||
| | **3** | ✅ Reviewer | Compiles with `az bicep build`, checks security & best practices | | ||
| | **4** | 🚀 Deployer | `validate` → `what-if` → preview diagram → `create` (5-step mandatory sequence) | | ||
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| --- | ||
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| ## ✨ Features | ||
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| | | Feature | Description | | ||
| |---|---------|-------------| | ||
| | 📦 | **Zero Dependencies** | 605+ Azure icons bundled — no `pip install`, works offline | | ||
| | 🎨 | **Interactive Diagrams** | Drag-and-drop HTML with zoom, click details, PNG export | | ||
| | 🔍 | **Resource Scanning** | Analyze existing Azure infra → auto-generate architecture diagrams | | ||
| | 💬 | **Natural Language** | *"It's slow"*, *"reduce costs"*, *"add security"* → guided resolution | | ||
| | 📊 | **Live Verification** | API versions, SKUs, model availability fetched from MS Docs in real-time | | ||
| | 🔒 | **Secure by Default** | Private Endpoints, RBAC, managed identity — no secrets in files | | ||
| | ⚡ | **Parallel Preload** | Next-phase info loaded while waiting for user input | | ||
| | 🌐 | **Multi-Language** | Auto-detects user language — responds in English, Korean, or any language | | ||
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| --- | ||
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| ## ⚙️ Prerequisites | ||
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| | Tool | Required | Install | | ||
| |------|:--------:|---------| | ||
| | **GitHub Copilot CLI** | ✅ | [Install guide](https://docs.github.com/copilot/concepts/agents/about-copilot-cli) | | ||
| | **Azure CLI** | ✅ | `winget install Microsoft.AzureCLI` / `brew install azure-cli` | | ||
| | **Python 3.10+** | ✅ | `winget install Python.Python.3.12` / `brew install python` | | ||
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| > No additional packages required — the diagram engine is bundled in `scripts/`. | ||
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| ### 🤖 Recommended Models | ||
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| | | Models | Notes | | ||
| |---|--------|-------| | ||
| | 🏆 **Best** | Claude Opus 4.5 / 4.6 | Most reliable for all 5 phases | | ||
| | ✅ **Recommended** | Claude Sonnet 4.5 / 4.6 | Best cost-performance balance | | ||
| | ⚠️ **Minimum** | Claude Sonnet 4, GPT-5.1+ | May skip steps in complex architectures | | ||
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| --- | ||
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| ## 🚀 Usage | ||
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| ### Path A — Build new infrastructure | ||
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| ``` | ||
| "Build a RAG chatbot with Foundry and AI Search" | ||
| "Create a data platform with Databricks and ADLS Gen2" | ||
| "Deploy Fabric + ADF pipeline with private endpoints" | ||
| "Set up a microservices architecture with AKS and Cosmos DB" | ||
| ``` | ||
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| ### Path B — Analyze & modify existing resources | ||
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| ``` | ||
| "Analyze my current Azure infrastructure" | ||
| "Scan rg-production and show me the architecture" | ||
| "What resources are in my subscription?" | ||
| ``` | ||
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| Then modify through conversation: | ||
| ``` | ||
| "Add 3 VMs to this architecture" | ||
| "The Foundry endpoint is slow — what can I do?" | ||
| "Reduce costs — downgrade AI Search to Basic" | ||
| "Add private endpoints to all services" | ||
| ``` | ||
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| ### 📂 Output Structure | ||
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| ``` | ||
| <project-name>/ | ||
| ├── 00_arch_current.html ← Scanned architecture (Path B) | ||
| ├── 01_arch_diagram_draft.html ← Design diagram | ||
| ├── 02_arch_diagram_preview.html ← What-if preview | ||
| ├── 03_arch_diagram_result.html ← Deployment result | ||
| ├── main.bicep ← Orchestration | ||
| ├── main.bicepparam ← Parameter values | ||
| └── modules/ | ||
| └── *.bicep ← Per-service modules | ||
| ``` | ||
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| --- | ||
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| ## 📁 Architecture | ||
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| ``` | ||
| SKILL.md ← Lightweight router (~170 lines) | ||
| │ | ||
| ├── scripts/ ← Embedded diagram engine | ||
| │ ├── generator.py ← Interactive HTML generator | ||
| │ ├── icons.py ← 605+ Azure icons (Base64 SVG) | ||
| │ └── cli.py ← CLI entry point | ||
| │ | ||
| └── references/ ← Phase instructions + patterns | ||
| ├── phase0-scanner.md ← 🔍 Resource scanning | ||
| ├── phase1-advisor.md ← 🎨 Architecture design | ||
| ├── bicep-generator.md ← 🔧 Bicep generation | ||
| ├── bicep-reviewer.md ← ✅ Code review | ||
| ├── phase4-deployer.md ← 🚀 Deployment pipeline | ||
| ├── service-gotchas.md ← Required properties & PE mappings | ||
| ├── azure-common-patterns.md ← Security & naming patterns | ||
| ├── azure-dynamic-sources.md ← MS Docs URL registry | ||
| ├── architecture-guidance-sources.md | ||
| └── ai-data.md ← AI/Data service domain pack | ||
| ``` | ||
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| > **Self-contained** — `SKILL.md` is a lightweight router. All phase logic lives in `references/`. The diagram engine is embedded in `scripts/` with no external dependencies. | ||
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| --- | ||
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| ## 📊 Supported Services (70+ types) | ||
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| All Azure services supported. AI/Data services have optimized templates; others are auto-looked up from MS Docs. | ||
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| **Key types:** `ai_foundry` · `openai` · `ai_search` · `storage` · `adls` · `keyvault` · `fabric` · `databricks` · `aks` · `vm` · `app_service` · `function_app` · `cosmos_db` · `sql_server` · `postgresql` · `mysql` · `synapse` · `adf` · `apim` · `service_bus` · `logic_apps` · `event_grid` · `event_hub` · `container_apps` · `app_insights` · `log_analytics` · `firewall` · `front_door` · `load_balancer` · `expressroute` · `sentinel` · `redis` · `iot_hub` · `digital_twins` · `signalr` · `acr` · `bastion` · `vpn_gateway` · `data_explorer` · `document_intelligence` ... | ||
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| --- | ||
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| ## 📄 License | ||
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| MIT © [Jeonghoon Lee](https://github.com/whoniiii) |
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Can you remove this file, it's not part of the skills spec so we don't need it.