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azure-quantum

Expert knowledge for Azure Quantum development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using QDK with Python/Q#, OpenQASM or hybrid jobs, Rigetti/IonQ targets, QIR jobs, or Bicep/CLI workspace deploys, and other Azure Quantum related development tasks. Not for Azure HDInsight (use azure-hdinsight), Azure Databricks (use azure-databricks), Azure Machine Learning (use azure-machine-learning), Azure Synapse Analytics (use azure-synapse-analytics).

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SKILL.md（原文）

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Azure Quantum Skill

This skill provides expert guidance for Azure Quantum. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

Category	Lines	Description
Troubleshooting	L37-L44	Troubleshooting Azure Quantum provider issues: diagnosing job failures and support/escalation policies and limits for IonQ, Quantinuum, and Rigetti hardware on Azure Quantum.
Best Practices	L45-L49	Tools and techniques for testing, debugging, and validating quantum programs with the Azure Quantum Development Kit (QDK), including simulators, logging, and troubleshooting.
Decision Making	L50-L57	Guidance on choosing job submission methods, comparing provider pricing and regions, and migrating Azure Quantum workspaces between geographic locations.
Architecture & Design Patterns	L58-L62	Guidance on designing hybrid quantum-classical workflows in Azure Quantum, including architecture options, orchestration patterns, and when to offload tasks to quantum hardware.
Limits & Quotas	L63-L70	Managing Azure Quantum API lifecycles, usage quotas, session limits/timeouts, and Rigetti hardware target constraints and capacity.
Security	L71-L81	Managing secure access to Azure Quantum workspaces: RBAC and access control, bulk user assignment, ARM locks, managed identities, service principals, and secure handling of access keys.
Configuration	L82-L95	Configuring Azure Quantum tools and targets: CLI workspaces, VS Code/QDK setup, simulators, hardware/error models, resource estimator, and IonQ/neutral atom device integration.
Integrations & Coding Patterns	L96-L109	Using the Azure Quantum QDK with Python/Q#, including connecting workspaces, submitting and visualizing circuits, running OpenQASM and hybrid jobs, and configuring simulator/noise and resource models.
Deployment	L110-L114	Deploying Azure Quantum workspaces via Bicep templates and submitting QIR-based quantum jobs using Azure CLI, including setup, configuration, and command workflows.

Troubleshooting

Topic	URL
Diagnose and resolve common Azure Quantum issues	https://learn.microsoft.com/en-us/azure/quantum/azure-quantum-common-issues
Support and escalation policy for IonQ on Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/provider-support-ionq
Support policy for Quantinuum on Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/provider-support-quantinuum
Support policy for Rigetti on Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/provider-support-rigetti

Best Practices

Topic	URL
Test and debug quantum programs with QDK tools	https://learn.microsoft.com/en-us/azure/quantum/testing-debugging

Decision Making

Topic	URL
Choose how to submit jobs to Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/how-to-submit-jobs
Migrate Azure Quantum workspace data between regions	https://learn.microsoft.com/en-us/azure/quantum/migration-guide
Compare Azure Quantum provider pricing plans	https://learn.microsoft.com/en-us/azure/quantum/pricing
Check regional availability of Azure Quantum providers	https://learn.microsoft.com/en-us/azure/quantum/provider-global-availability

Architecture & Design Patterns

Topic	URL
Choose hybrid quantum computing architectures in Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/hybrid-computing-overview

Limits & Quotas

Topic	URL
Manage Azure Quantum preview API lifecycle and expiry	https://learn.microsoft.com/en-us/azure/quantum/azure-quantum-api-lifecycle
Review and manage Azure Quantum usage quotas	https://learn.microsoft.com/en-us/azure/quantum/azure-quantum-quotas
Manage Azure Quantum sessions and timeouts	https://learn.microsoft.com/en-us/azure/quantum/how-to-work-with-sessions
Rigetti provider targets and hardware limits in Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/provider-rigetti

Security

Topic	URL
Bulk assign Azure Quantum workspace access via CSV	https://learn.microsoft.com/en-us/azure/quantum/bulk-add-users-to-a-workspace
Protect Azure Quantum resources with ARM locks	https://learn.microsoft.com/en-us/azure/quantum/how-to-set-resource-locks
Share Azure Quantum workspace using RBAC roles	https://learn.microsoft.com/en-us/azure/quantum/how-to-share-access-quantum-workspace
Configure Azure Quantum workspace access control	https://learn.microsoft.com/en-us/azure/quantum/manage-workspace-access
Authenticate to Azure Quantum using managed identity	https://learn.microsoft.com/en-us/azure/quantum/optimization-authenticate-managed-identity
Authenticate to Azure Quantum using service principals	https://learn.microsoft.com/en-us/azure/quantum/optimization-authenticate-service-principal
Manage Azure Quantum workspace access keys securely	https://learn.microsoft.com/en-us/azure/quantum/security-manage-access-keys

Configuration

Topic	URL
Configure Azure Quantum workspaces with Azure CLI	https://learn.microsoft.com/en-us/azure/quantum/how-to-manage-quantum-workspaces-with-the-azure-cli
Configure VS Code QDK extension for Azure Quantum jobs	https://learn.microsoft.com/en-us/azure/quantum/how-to-submit-jobs-vscode
Use the QDK neutral atom device visualizer	https://learn.microsoft.com/en-us/azure/quantum/how-to-use-neutral-atom-visualizer
Install and configure QDK chemistry Python library	https://learn.microsoft.com/en-us/azure/quantum/install-qdk-chemistry
Install and configure QDK quantum simulators	https://learn.microsoft.com/en-us/azure/quantum/install-qdk-quantum-simulators
Configure and use IonQ targets in Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/provider-ionq
Configure hardware architecture models for the Quantum resource estimator	https://learn.microsoft.com/en-us/azure/quantum/qre-build-architecture-models
Define error correction and magic state models for resource estimation	https://learn.microsoft.com/en-us/azure/quantum/qre-build-error-correction-models
Build custom application models for the Quantum resource estimator	https://learn.microsoft.com/en-us/azure/quantum/qre-custom-applications
Access and customize Quantum resource estimator output	https://learn.microsoft.com/en-us/azure/quantum/qre-estimation-results

Integrations & Coding Patterns

Topic	URL
Connect Python QDK to Azure Quantum workspace	https://learn.microsoft.com/en-us/azure/quantum/how-to-connect-workspace
Submit Azure Quantum jobs with QDK Python integrations	https://learn.microsoft.com/en-us/azure/quantum/how-to-submit-jobs-python
Visualize Q# and OpenQASM circuits with QDK	https://learn.microsoft.com/en-us/azure/quantum/how-to-visualize-circuits
Run integrated hybrid quantum jobs with Adaptive RI in Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/hybrid-computing-integrated
Configure neutral atom noise models with QDK Python APIs	https://learn.microsoft.com/en-us/azure/quantum/neutral-atom-noise-models
Model multi-qubit gate noise with QDK Python	https://learn.microsoft.com/en-us/azure/quantum/qdk-multi-qubit-noise-models
Run OpenQASM programs with Azure Quantum QDK	https://learn.microsoft.com/en-us/azure/quantum/qdk-openqasm-integration
Build and configure QDK simulator noise models	https://learn.microsoft.com/en-us/azure/quantum/qdk-simulator-noise-models
Create application models from quantum frameworks for resource estimation	https://learn.microsoft.com/en-us/azure/quantum/qre-supported-applications
Submit formatted quantum circuits to Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/quickstart-microsoft-provider-format

Deployment

Topic	URL
Deploy Azure Quantum workspaces using Bicep templates	https://learn.microsoft.com/en-us/azure/quantum/how-to-manage-quantum-workspaces-using-bicep
Submit QIR jobs to Azure Quantum with Azure CLI	https://learn.microsoft.com/en-us/azure/quantum/how-to-submit-jobs-azure-cli

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azure-active-directory-b2c

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Expert knowledge for Azure Active Directory B2C development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building B2C user flows/custom policies, configuring IdPs/MFA, securing APIs, automating CI/CD, or monitoring with Sentinel, and other Azure Active Directory B2C related development tasks. Not for Azure Role-based access control (use azure-rbac), Azure Information Protection (use azure-information-protection), Azure Security (use azure-security), Azure Sentinel (use azure-sentinel).

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