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Expert knowledge for Microsoft Foundry Local (aka Azure AI Foundry Local) development including best practices, decision making, configuration, and integrations & coding patterns. Use when compiling HF models with Olive, using Foundry Local CLI, embeddings/chat/audio APIs, or OpenAI-style integrations, and other Microsoft Foundry Local related development tasks. Not for Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Classic (use microsoft-foundry-classic), Azure Local (use azure-local), Azure Content Understanding in Foundry Tools (use azure-content-understanding).

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Reconstructed reference notes on US FDA medical-device software regulation, built from seven public-domain FDA sources (the QMSR final rule 89 FR 7496, FDA device software guidance documents, and the eSTAR program page; pinned 2026-10-12). Use for regulatory pathways and premarket submissions (510(k), De Novo, PMA, eSTAR), premarket software documentation levels (Basic or Enhanced), software validation and Computer Software Assurance, the Quality Management System Regulation (QMSR, 21 CFR 820), medical-device cybersecurity (secure product development, SBOMs, FD&C Act section 524B, labelling), clinical decision support boundaries, off-the-shelf software, MDDS and other software-function scope questions, and the 510(k) software-change trigger. SCOPE LIMITS: US FDA device regulation only; no EU MDR or UKCA content (see `med-device-eu`); no ISO 13485, ISO 14971, or IEC 62304 text, which are named and summarized only as FDA obligations; no drug, biologic, or combination-product rules; reflects the pinned source dates, not later FDA actions; synthesized reference notes, not legal advice and not a substitute for the guidance documents. LICENCE: Public Domain (US Government work, 17 U.S.C. 105).

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Prepare and publish Windows apps to the Microsoft Store using msstore. Covers account credentials, application packaging, submission tracking, beta testing groups, gradual releases, and automated publishing through CI/CD pipelines.

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• Set up credentials for Microsoft Store publishing
• Package and submit a Windows app
• Check submission status and update listing metadata

Build, update, explain, or review Microsoft Agent Framework applications in .NET or Python. The skill guides agent and workflow design using current official documentation and supports migration from Semantic Kernel or AutoGen.

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• Build an agent application in .NET or Python
• Review agent and workflow design
• Migrate from Semantic Kernel or AutoGen

Prepare Windows desktop apps for Microsoft Store publication, from building and inspecting MSIX application packages to checking certification reports, completing store listings, submitting through Partner Center, and verifying publication status.

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• Prepare and validate an MSIX package for Microsoft Store
• Complete store listings and certification test instructions
• Investigate certification findings and prepare a resubmission

Create a Microsoft 365 Copilot agent that connects to external systems through MCP, a protocol for accessing tools and data. Generate project configuration, select available functions, configure authentication, and follow provisioning and testing steps.

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• Connect Microsoft 365 Copilot to an MCP server
• Select external tools to expose in Copilot
• Configure OAuth 2.0 or SSO authentication

Build web apps connecting a CopilotKit React interface to agents hosted in Microsoft Foundry. Covers AG-UI, the communication protocol between them, plus tool approvals, conversation history, shared state, deployment, debugging, and dependency upgrades.

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• Build a chat interface for a Foundry hosted agent
• Add approval screens for agent tool execution
• Investigate failures across the agent and web interface

Set up an agent that replies in Slack or Microsoft Teams using CopilotKit's guided CLI workflow. It covers project preparation, agent creation, channel configuration, a persistent host process, and verification with a real message.

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• Building a first agent that replies in Slack
• Connecting an agent to Microsoft Teams
• Checking channel setup through a real reply

Set up Microsoft Sentinel to collect security logs from AWS, Azure, and GCP. Build detection queries, investigate historical activity, and create automated response workflows for a centralized security operations team.

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• Centralizing security monitoring across multiple clouds
• Migrating from an existing SIEM platform
• Automating responses to suspicious cloud activity

Build a repeatable process for Microsoft monthly security updates, from reviewing advisories and ranking vulnerabilities to testing, staged deployment, and verification. Helps teams set response deadlines based on risk and report remaining unpatched systems.

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• Establishing a monthly Microsoft security update workflow
• Prioritizing vulnerabilities by exploitation risk
• Planning pilot and production deployment stages

Analyze a software bill of materials, an inventory of software components, against known vulnerability records. Trace indirect dependencies, assess risk, and produce reports that help teams prioritize fixes and review supplier software.

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• Assessing vulnerabilities in vendor-provided software inventories
• Checking whether a newly disclosed CVE affects deployed software
• Adding SBOM vulnerability checks to CI/CD

Inspect Bing link data, compare sites you manage, and submit new URLs through IndexNow, a service for notifying participating search engines of updates. Use it to support indexing and prepare pages for potential Microsoft Copilot citations.

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• Submit new page URLs through IndexNow
• Compare Bing link data for two managed sites
• Verify the IndexNow key setup

Troubleshoot npm download failures on Microsoft's corporate network or VPN using the 1ES public package feed. It covers registry access, approved proxies, and certificate trust, preserving locked dependency versions and reporting network blockers when recovery fails.

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• Retrying blocked npm downloads through the 1ES public feed
• Diagnosing proxy and corporate certificate errors
• Preparing failure details for an IT access request

Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmi_path, OBO, cross-tenant) including the Microsoft Entra SDK for AgentID sidecar. USE FOR: Agent Identity Blueprint, BlueprintPrincipal, agent OAuth, fmi_path token exchange, agent OBO, Workload Identity Federation for agents, polyglot agent auth, Microsoft.Identity.Web.AgentIdentities. DO NOT USE FOR: standard Entra app registration (use entra-app-registration), Microsoft Foundry agent authoring (use microsoft-foundry).

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Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmi_path, OBO, cross-tenant) including the Microsoft Entra SDK for AgentID sidecar. USE FOR: Agent Identity Blueprint, BlueprintPrincipal, agent OAuth, fmi_path token exchange, agent OBO, Workload Identity Federation for agents, polyglot agent auth, Microsoft.Identity.Web.AgentIdentities. DO NOT USE FOR: standard Entra app registration (use entra-app-registration), Microsoft Foundry agent authoring (use microsoft-foundry).

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Expert knowledge for Azure Local development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when planning Azure Local clusters, SDN networking, multi-rack/disconnected setups, Arc VMs, or GPU workloads, and other Azure Local related development tasks. Not for Microsoft Foundry Local (use microsoft-foundry-local), Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Classic (use microsoft-foundry-classic).

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Build Blazor interfaces with Microsoft Fluent UI components. The skill guides library setup, forms, selection controls, dialogs, notifications, and themes, and helps troubleshoot missing interface elements caused by provider configuration or JavaScript integration issues.

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• Setting up Fluent UI in a Blazor application
• Building forms with selection and autocomplete controls
• Adding dialogs and toast notifications

Plan and explain Lakehouse solutions in Microsoft Fabric, a place to manage tables and files together. Understand data organization, links to data without copying, access controls, and table maintenance options for designing and improving a solution.

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• Writing an introduction to Fabric Lakehouse
• Planning how to organize tables and files
• Reviewing data links and access controls

Implement and customize managed CopilotKit Channels so agents can reply in Slack or Microsoft Teams. It covers channel handlers, persistent runtime connections, Teams setup, and checks for silent failures such as missing permissions or incompatible package versions.

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• Customizing mention and reaction handlers
• Adding a managed Channel to an existing project
• Setting up a Microsoft Teams connection

Investigate stolen OAuth tokens and their reuse in Microsoft Entra ID through sign-in log analysis. Follow response procedures for revoking sessions and reviewing app permissions, and configure device-bound token protection and session monitoring for Azure and M365 environments.

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• Investigating anomalous token usage alerts
• Responding to suspected session hijacking
• Finding token reuse in sign-in logs

Check industrial process data servers for unauthorized clients and suspicious data patterns using a Python detector. Provides alerts for missing or constant values and investigation checks for attackers moving between IT and operational technology networks.

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• Checking industrial historian servers for unauthorized clients
• Investigating missing or suspiciously constant process data
• Reviewing signs of movement between IT and OT networks

Configure SAML identity federation, a way to share authentication between systems, linking on-premises Active Directory with Microsoft Entra ID. Cover single sign-on for cloud applications, user attribute mapping, authentication model choices, and signing certificate management.

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• Extending on-premises authentication to cloud resources
• Comparing authentication models for hybrid identity
• Setting up SAML single sign-on for SaaS applications

Create and run tests for interactive command-line tools and terminal interfaces using @microsoft/tui-test. Simulate keyboard input, check visible text, and compare screen snapshots in a separate terminal environment for each test.

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• Testing selection prompts with arrow keys and Enter
• Checking terminal screen snapshots
• Automating text entry and keyboard navigation

Set up a persistent Microsoft Testing Platform console host that applies code edits and automatically reruns tests. It covers package setup, test selection, and restarting the host when an edit cannot be applied while running.

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• Setting up MTP console hot reload
• Automatically rerunning selected tests after edits
• Restarting after unsupported code changes