azure-quantum

name	azure-quantum
description	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 Azure Quantum workspaces, QDK/Q#, QIR/OpenQASM circuits, IonQ/PASQAL/Quantinuum/Rigetti targets, or hybrid jobs, and other Azure Quantum related development tasks. Not for Azure HPC Cache (use azure-hpc-cache), Azure Batch (use azure-batch), Azure Databricks (use azure-databricks), Azure Machine Learning (use azure-machine-learning).
compatibility	Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata	{"generated_at":"2026-04-19","generator":"docs2skills/1.0.0"}

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	Troubleshooting Azure Quantum provider issues: diagnosing job failures and understanding support/escalation policies and limits for IonQ, PASQAL, Quantinuum, and Rigetti.
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-L61	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	L62-L66	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	L67-L73	Managing Azure Quantum quotas, job/session limits, timeouts, and Rigetti-specific hardware constraints and target capabilities.
Security	L74-L84	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	L85-L101	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	L102-L111	Using the Azure Quantum QDK and SDKs to connect workspaces and submit/run circuits and programs (QIR, OpenQASM, Pulser, Qiskit, Cirq) and hybrid jobs with Adaptive RI
Deployment	L112-L116	Deploying Azure Quantum workspaces with Bicep and running/submitting Q# quantum programs from VS Code to Azure Quantum backends

Troubleshooting

Topic	URL
Diagnose and fix 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 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
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
Review and manage Azure Quantum usage quotas	https://learn.microsoft.com/en-us/azure/quantum/azure-quantum-quotas
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

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 with Azure Quantum QDK	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