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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 managing Quantum workspaces, QIR/circuit jobs, QDK/Python/OpenQASM workflows, simulators, or IonQ/Rigetti/Quantinuum targets, and other Azure Quantum related development tasks. Not for Azure HDInsight (use azure-hdinsight), Azure Databricks (use azure-databricks), Azure Synapse Analytics (use azure-synapse-analytics), Azure Machine Learning (use azure-machine-learning).

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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

CategoryLinesDescription
TroubleshootingL37-L44Troubleshooting Azure Quantum provider issues: diagnosing job failures and support/escalation policies and limits for IonQ, Quantinuum, and Rigetti hardware on Azure Quantum.
Best PracticesL45-L49Tools and techniques for testing, debugging, and validating quantum programs with the Azure Quantum Development Kit (QDK), including simulators, logging, and troubleshooting.
Decision MakingL50-L57Guidance on choosing job submission methods, comparing provider pricing and regions, and migrating Azure Quantum workspaces between geographic locations.
Architecture & Design PatternsL58-L62Guidance on designing hybrid quantum-classical workflows in Azure Quantum, including architecture options, orchestration patterns, and when to offload tasks to quantum hardware.
Limits & QuotasL63-L70Managing Azure Quantum API lifecycles, usage quotas, session limits/timeouts, and Rigetti hardware target constraints and capacity.
SecurityL71-L81Managing 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.
ConfigurationL82-L96Configuring Azure Quantum tools and targets: CLI workspaces, VS Code/QDK setup, simulators, hardware and error-correction models, and interpreting resource estimator outputs.
Integrations & Coding PatternsL97-L111Integrating QDK/Python/OpenQASM with Azure Quantum: submitting QIR/circuit jobs, hybrid workflows, visualizing circuits, and building/applying noise and application models for simulation and resource estimation.
DeploymentL112-L115Deploying Azure Quantum workspaces via Bicep templates and submitting QIR-based quantum jobs using Azure CLI, including setup, configuration, and command workflows.

Troubleshooting

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

Best Practices

TopicURL
Test and debug quantum programs with QDK toolshttps://learn.microsoft.com/en-us/azure/quantum/testing-debugging

Decision Making

TopicURL
Choose how to submit jobs to Azure Quantumhttps://learn.microsoft.com/en-us/azure/quantum/how-to-submit-jobs
Migrate Azure Quantum workspace data between regionshttps://learn.microsoft.com/en-us/azure/quantum/migration-guide
Compare Azure Quantum provider pricing planshttps://learn.microsoft.com/en-us/azure/quantum/pricing
Check regional availability of Azure Quantum providershttps://learn.microsoft.com/en-us/azure/quantum/provider-global-availability

Architecture & Design Patterns

TopicURL
Choose hybrid quantum computing architectures in Azure Quantumhttps://learn.microsoft.com/en-us/azure/quantum/hybrid-computing-overview

Limits & Quotas

TopicURL
Manage Azure Quantum preview API lifecycle and expiryhttps://learn.microsoft.com/en-us/azure/quantum/azure-quantum-api-lifecycle
Review and manage Azure Quantum usage quotashttps://learn.microsoft.com/en-us/azure/quantum/azure-quantum-quotas
Manage Azure Quantum sessions and timeoutshttps://learn.microsoft.com/en-us/azure/quantum/how-to-work-with-sessions
Rigetti provider targets and hardware limits in Azure Quantumhttps://learn.microsoft.com/en-us/azure/quantum/provider-rigetti

Security

TopicURL
Bulk assign Azure Quantum workspace access via CSVhttps://learn.microsoft.com/en-us/azure/quantum/bulk-add-users-to-a-workspace
Protect Azure Quantum resources with ARM lockshttps://learn.microsoft.com/en-us/azure/quantum/how-to-set-resource-locks
Share Azure Quantum workspace using RBAC roleshttps://learn.microsoft.com/en-us/azure/quantum/how-to-share-access-quantum-workspace
Configure Azure Quantum workspace access controlhttps://learn.microsoft.com/en-us/azure/quantum/manage-workspace-access
Authenticate to Azure Quantum using managed identityhttps://learn.microsoft.com/en-us/azure/quantum/optimization-authenticate-managed-identity
Authenticate to Azure Quantum using service principalshttps://learn.microsoft.com/en-us/azure/quantum/optimization-authenticate-service-principal
Manage Azure Quantum workspace access keys securelyhttps://learn.microsoft.com/en-us/azure/quantum/security-manage-access-keys

Configuration

TopicURL
Configure Azure Quantum workspaces with Azure CLIhttps://learn.microsoft.com/en-us/azure/quantum/how-to-manage-quantum-workspaces-with-the-azure-cli
Configure VS Code QDK extension for Azure Quantum jobshttps://learn.microsoft.com/en-us/azure/quantum/how-to-submit-jobs-vscode
Use the QDK neutral atom device visualizerhttps://learn.microsoft.com/en-us/azure/quantum/how-to-use-neutral-atom-visualizer
Install and configure QDK chemistry Python libraryhttps://learn.microsoft.com/en-us/azure/quantum/install-qdk-chemistry
Install and configure QDK Python quantum simulatorshttps://learn.microsoft.com/en-us/azure/quantum/install-qdk-quantum-simulators
Configure and use IonQ targets in Azure Quantumhttps://learn.microsoft.com/en-us/azure/quantum/provider-ionq
Configure QDK VS Code extension local simulatorhttps://learn.microsoft.com/en-us/azure/quantum/qdk-simulator-vscode
Configure hardware architecture models for the Quantum resource estimatorhttps://learn.microsoft.com/en-us/azure/quantum/qre-build-architecture-models
Define error correction and magic state models for resource estimationhttps://learn.microsoft.com/en-us/azure/quantum/qre-build-error-correction-models
Build custom application models for the Quantum resource estimatorhttps://learn.microsoft.com/en-us/azure/quantum/qre-custom-applications
Access and customize Quantum resource estimator outputhttps://learn.microsoft.com/en-us/azure/quantum/qre-estimation-results

Integrations & Coding Patterns

TopicURL
Connect Python QDK to Azure Quantum workspacehttps://learn.microsoft.com/en-us/azure/quantum/how-to-connect-workspace
Submit Azure Quantum QIR jobs via Azure CLIhttps://learn.microsoft.com/en-us/azure/quantum/how-to-submit-jobs-azure-cli
Submit Azure Quantum jobs with QDK Python integrationshttps://learn.microsoft.com/en-us/azure/quantum/how-to-submit-jobs-python
Visualize Q# and OpenQASM circuits with QDKhttps://learn.microsoft.com/en-us/azure/quantum/how-to-visualize-circuits
Run integrated hybrid quantum jobs with Adaptive RI in Azure Quantumhttps://learn.microsoft.com/en-us/azure/quantum/hybrid-computing-integrated
Create noise models for QDK neutral atom simulationshttps://learn.microsoft.com/en-us/azure/quantum/neutral-atom-noise-models
Implement multi-qubit noise models in QDK simulationshttps://learn.microsoft.com/en-us/azure/quantum/qdk-multi-qubit-noise-models
Run OpenQASM programs with Azure Quantum QDKhttps://learn.microsoft.com/en-us/azure/quantum/qdk-openqasm-integration
Build and apply QDK quantum noise modelshttps://learn.microsoft.com/en-us/azure/quantum/qdk-simulator-noise-models
Create application models from quantum frameworks for resource estimationhttps://learn.microsoft.com/en-us/azure/quantum/qre-supported-applications
Submit formatted quantum circuits to Azure Quantumhttps://learn.microsoft.com/en-us/azure/quantum/quickstart-microsoft-provider-format

Deployment

TopicURL
Deploy Azure Quantum workspaces using Bicep templateshttps://learn.microsoft.com/en-us/azure/quantum/how-to-manage-quantum-workspaces-using-bicep

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