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-L45	Diagnosing Azure Quantum connection/job failures and understanding support, escalation, and issue-handling policies for IonQ, PASQAL, Quantinuum, and Rigetti providers.
Best Practices	L46-L52	Best practices for using QDK in VS Code with Copilot, optimizing large Q# programs via resource estimation, and systematically testing and debugging quantum code.
Decision Making	L53-L62	Guidance on Azure Quantum costs, provider pricing and regions, workspace migration, choosing Q# dev tools, and planning quantum-safe cryptography with the resource estimator.
Architecture & Design Patterns	L63-L67	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	L68-L75	Limits on jobs, shots, durations, and hardware per provider, plus guidance for running long Q# experiments, using sessions, and avoiding timeouts on Azure Quantum targets.
Security	L76-L86	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	L87-L103	Configuring Azure Quantum workspaces, QDK tools, simulators, noise models, and hardware targets (IonQ, PASQAL, Quantinuum, Rigetti), plus tuning and batching resource estimator runs.
Integrations & Coding Patterns	L104-L113	Integrating QDK with Azure Quantum: connecting via qdk.azure, running hybrid jobs, and submitting QIR/OpenQASM/Pulser, Qiskit, and Cirq circuits through QDK to Azure Quantum.
Deployment	L114-L118	Deploying Azure Quantum workspaces with Bicep and running/submitting Q# quantum programs from VS Code to Azure Quantum backends

Troubleshooting

Topic	URL
Troubleshoot common Azure Quantum connection and job 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 PASQAL on Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/provider-support-pasqal
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
Use Copilot agent mode effectively with QDK in VS Code	https://learn.microsoft.com/en-us/azure/quantum/qdk-vscode-agent-setup
Optimize large Q# programs with the Quantum resource estimator	https://learn.microsoft.com/en-us/azure/quantum/resource-estimator-handle-large-programs
Test and debug quantum programs with the Quantum Development Kit	https://learn.microsoft.com/en-us/azure/quantum/testing-debugging

Decision Making

Topic	URL
Understand Azure Quantum job costs and billing	https://learn.microsoft.com/en-us/azure/quantum/azure-quantum-job-cost-billing
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
Select development environments for Q# and the Quantum Development Kit	https://learn.microsoft.com/en-us/azure/quantum/qsharp-ways-to-work
Plan quantum-safe cryptography with the Quantum resource estimator	https://learn.microsoft.com/en-us/azure/quantum/resource-estimator-quantum-safe-planning

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
Azure Quantum provider limits and quotas	https://learn.microsoft.com/en-us/azure/quantum/azure-quantum-quotas
Run long-duration Q# experiments on Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/how-to-long-running-experiments
Manage Azure Quantum sessions and avoid 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
Run Microsoft Quantum resource estimator locally and online	https://learn.microsoft.com/en-us/azure/quantum/how-to-submit-re-jobs
Install and use the QDK molecule visualizer in Jupyter	https://learn.microsoft.com/en-us/azure/quantum/how-to-use-molecule-visualizer
Set up QDK VS Code extension and environment	https://learn.microsoft.com/en-us/azure/quantum/install-overview-qdk
Install and run neutral atom device simulators in QDK	https://learn.microsoft.com/en-us/azure/quantum/install-qdk-neutral-atom-simulators
Configure target parameters for the Quantum resource estimator	https://learn.microsoft.com/en-us/azure/quantum/overview-resources-estimator
Configure and use IonQ targets in Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/provider-ionq
Configure PASQAL simulators and QPUs in Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/provider-pasqal
Configure Quantinuum quantum targets in Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/provider-quantinuum
Configure noise models for neutral atom simulations in QDK	https://learn.microsoft.com/en-us/azure/quantum/qdk-simulator-noise-models
Batch and compare multiple resource estimator configurations	https://learn.microsoft.com/en-us/azure/quantum/resource-estimator-batching
Use known estimates to optimize Quantum resource estimator runs	https://learn.microsoft.com/en-us/azure/quantum/resource-estimator-known-estimates
Use QDK extension commands and features in Visual Studio Code	https://learn.microsoft.com/en-us/azure/quantum/vscode-qsharp-reference

Integrations & Coding Patterns

Topic	URL
Connect to Azure Quantum workspace via qdk.azure	https://learn.microsoft.com/en-us/azure/quantum/how-to-connect-workspace
Run integrated hybrid quantum jobs with Adaptive RI in Azure Quantum	https://learn.microsoft.com/en-us/azure/quantum/hybrid-computing-integrated
Run OpenQASM programs in the Quantum Development Kit	https://learn.microsoft.com/en-us/azure/quantum/qdk-openqasm-integration
Use Qiskit and Cirq with the Quantum Development Kit	https://learn.microsoft.com/en-us/azure/quantum/qdk-qiskit-cirq-overview
Submit Cirq circuits to Azure Quantum with QDK	https://learn.microsoft.com/en-us/azure/quantum/quickstart-microsoft-cirq
Submit QIR, OpenQASM, and Pulser 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 and run Q# programs on Azure Quantum from VS Code	https://learn.microsoft.com/en-us/azure/quantum/how-to-submit-jobs