diff --git a/data/skillable/README.md b/data/skillable/README.md
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+# Using AZD Templates On Skillable
+
+Skillable is a lab-on-demand platform used in Microsoft 1P events like Microsoft AI Tour, Microsoft Ignite and Microsoft Build. This document captures learnings and insights for _pre-provisioning_ this template in the Skillable environment.
diff --git a/data/skillable/skillable-lab516.md b/data/skillable/skillable-lab516.md
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+@lab.Title
+
+## Welcome To This Hands-on Lab 👋🏽
+This is a **75-minute** instructor-led workshop session at Microsoft Ignite 2025. By the end of this lab you should have an intuitive sense for what Red Teaming is, what the Red Teaming agent does, and how to run an automated red-teaming scan locally, or in the cloud, using Azure AI Foundry.
+
+**‼️ -- DO NOT CLOSE THIS WINDOW -- ‼️** <br/> Closing this window will end your lab prematurely. Instead, minimize this window so you can return to it later when required.
+
+---
+
+## 1. Lab Instructions
+
+**Project Repo:** ++https://aka.ms/ignite25/lab516++
+
+The lab guide and code exercises are available in the repository above. To get started:
+
+1. Log into GitHub with a personal profile - create one if needed.
+1. Copy the Project Repo link - open it in a new browser tab.
+1. Click "Create Codespace" button - you should see a VS Code IDE in new tab.
+1. Wait till Codespaces is ready - you should see an active VS Code terminal.
+1. Run this command in terminal - ++mkdocs serve > /dev/null 2>&1 &++
+1. Confirm "open in browser" pop-up - you will see an interactive guide in the browser!
+1. Leave this browser open and follow the instructions in that guide.
+
+## 2. Azure Credentials
+
+You will be assigned a temporary Azure subscription for this lab. Verify that the _Username_ and _Password_ credentials are not empty below. We will use them during setup.
+
+- **Username:** ++@lab.CloudPortalCredential(User1).Username++
+- **Password:** ++@lab.CloudPortalCredential(User1).Password++
+- **TAP Token:** ++@lab.CloudPortalCredential(User1).AccessToken++
+
+## 3. Skillable VM Credentials
+
+The Skillable VM has a login screen (left) that we do **NOT** need to use today. However, we may need it for troubleshooting (with proctor help). The credentials below will be useful for logging in then.
+
+- +++@lab.VirtualMachine(WRK550-Win11(NEW)).Username+++
+- +++@lab.VirtualMachine(WRK550-Win11(NEW)).Password+++
+
+## 4. Time Tracking
+
+This Skillable page has a countdown timer (top right) that will show **Hours Remaining** for lab completion. Use this to track time left and decide if you want to do optional steps accordingly. 
+
+- You should start with at least 1h 15min on the clock.
+- You will be notified when there are 10 mins left
+- When timer expires, the VM will terminate automatically!
+ 
+## 5. Revisiting Lab at Home
+
+By the end of this workshop, you will have a copy of the sample app in your personal GitHub profile. Revisit it at home to explore and complete sections at your own pace. 
+
+1. You will need your own Azure subscription for this.
+1. You will need to set the "Before You Begin" tab to **Self-Guided** 
+1. Then continue working through the lab steps there.
+
+---
+
+<!--
+
+
+To begin, log into the virtual machine using the following credentials: +++@lab.VirtualMachine(Win11-Pro-Base).Password+++
+
+**Note:** Text formatted as an +++example+++ represents type text. Clicking on this text will automatically insert it to prevent any typing errors.
+
+To edit the lab manual, click the hamburger menu in the top-right corner and select **"Edit Instructions"**. This will open the editor where you can modify the instructions.
+
+Instructions are written in Markdown. For detailed guidance on syntax, please refer to the following documentation:
+
+[Creating Instructions with Markdown Syntax](https://docs.skillable.com/docs/creating-instructions-with-markdown-syntax)
+
+If you want to manage your instructions outside of Skillable Studio like Github, please refer to the following documentation:
+
+[Manage Instructions Outside of Studio](https://docs.skillable.com/docs/manage-instructions-outside-of-studio)
+
+For saving changes made to the virtual machine, please refer to this guide:  
+
+[Committing Changes to a Virtual Machine](https://docs.skillable.com/docs/committing-changes-to-a-lab)
+
+**Note:** When prompted, select **"Commit my changes and update this lab profile"** to ensure your changes are saved.
+
+Changes made to the virtual machine will take effect immediately after committing. You may restart the lab instance if you wish to view these changes.
+
+**Note:** Changes to the instructions will be saved automatically, so the commit process applies only to modifications to the virtual machine.
+
+Should you require any assistance, feel free to contact us.
+
+**Please remove this message once it is no longer needed.**
+
+---
+
+-->
diff --git a/data/skillable/skillable-prel13.md b/data/skillable/skillable-prel13.md
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+@lab.Title
+
+## Welcome To This Hands-on Lab 👋🏽
+This is a **4-hour** instructor-led workshop session at Microsoft Ignite 2025. By the end of this lab you should know how to go from model selection to model customization and deployment - and use the end-to-end observability features in Azure AI Foundry to evaluate, trace, and monitor, your agentic AI applications.
+
+**‼️ -- DO NOT CLOSE THIS WINDOW -- ‼️** <br/> Closing this window will end your lab prematurely. Instead, minimize this window so you can return to it later when required.
+
+---
+
+## 1. Lab Instructions
+
+**Instructions Link:** ++[PREL13 README](https://github.com/microsoft/ignite25-PREL13-observe-manage-and-scale-agentic-ai-apps-with-azure-ai-foundry)++
+
+Open a new private browser in your workstation. 
+
+1. Copy the instructions link to the browser and navigate to it.
+1. In the "Before You Begin" section, **Select the Microsoft AI Tour tab**
+1. Leave this browser open and follow the instructions for the lab.
+
+## 2. Azure Credentials
+
+You will be assigned a temporary Azure subscription for this lab. Verify that the _Username_ and _Password_ credentials are not empty below. We will use them during setup.
+
+- **Username:** ++@lab.CloudPortalCredential(User1).Username++
+- **Password:** ++@lab.CloudPortalCredential(User1).Password++
+- **TAP Token:** ++@lab.CloudPortalCredential(User1).AccessToken++
+
+## 3. Skillable VM Credentials
+
+The Skillable VM has a login screen (left) that we do **NOT** need to use today. However, we may need it for troubleshooting (with proctor help). The credentials below will be useful for logging in then.
+
+- +++@lab.VirtualMachine(WRK550-Win11(NEW)).Username+++
+- +++@lab.VirtualMachine(WRK550-Win11(NEW)).Password+++
+
+## 4. Time Tracking
+
+This Skillable page has a countdown timer (top right) that will show **Hours Remaining** for lab completion. Use this to track time left and decide if you want to do optional steps accordingly. 
+
+- You should start with at least 1h 15min on the clock.
+- You will be notified when there are 10 mins left
+- When timer expires, the VM will terminate automatically!
+ 
+## 5. Revisiting Lab at Home
+
+By the end of this workshop, you will have a copy of the sample app in your personal GitHub profile. Revisit it at home to explore and complete sections at your own pace. 
+
+1. You will need your own Azure subscription for this.
+1. You will need to set the "Before You Begin" tab to **Self-Guided** 
+1. Then continue working through the lab steps there.
+
+---
+
+<!--
+
+
+To begin, log into the virtual machine using the following credentials: +++@lab.VirtualMachine(Win11-Pro-Base).Password+++
+
+**Note:** Text formatted as an +++example+++ represents type text. Clicking on this text will automatically insert it to prevent any typing errors.
+
+To edit the lab manual, click the hamburger menu in the top-right corner and select **"Edit Instructions"**. This will open the editor where you can modify the instructions.
+
+Instructions are written in Markdown. For detailed guidance on syntax, please refer to the following documentation:
+
+[Creating Instructions with Markdown Syntax](https://docs.skillable.com/docs/creating-instructions-with-markdown-syntax)
+
+If you want to manage your instructions outside of Skillable Studio like Github, please refer to the following documentation:
+
+[Manage Instructions Outside of Studio](https://docs.skillable.com/docs/manage-instructions-outside-of-studio)
+
+For saving changes made to the virtual machine, please refer to this guide:  
+
+[Committing Changes to a Virtual Machine](https://docs.skillable.com/docs/committing-changes-to-a-lab)
+
+**Note:** When prompted, select **"Commit my changes and update this lab profile"** to ensure your changes are saved.
+
+Changes made to the virtual machine will take effect immediately after committing. You may restart the lab instance if you wish to view these changes.
+
+**Note:** Changes to the instructions will be saved automatically, so the commit process applies only to modifications to the virtual machine.
+
+Should you require any assistance, feel free to contact us.
+
+**Please remove this message once it is no longer needed.**
+
+---
+
+-->
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