{"id":"63fed216-fee4-4710-8420-85691705b3d1","shortId":"uRZC7n","kind":"skill","title":"azure-quantum","tagline":"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/qdk.azure, hybrid jobs, QIR/Open","description":"# Azure Quantum Skill\n\nThis 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.\n\n## How to Use This Skill\n\n> **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\n\n> **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](https://github.com/MicrosoftDocs/mcp/blob/main/README.md)\n\nThis skill requires **network access** to fetch documentation content:\n- **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.\n- **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.\n\n## Category Index\n\n| Category | Lines | Description |\n|----------|-------|-------------|\n| Troubleshooting | L37-L45 | Diagnosing Azure Quantum connection/job failures and understanding support, escalation, and issue-handling policies for IonQ, PASQAL, Quantinuum, and Rigetti providers. |\n| 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. |\n| 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. |\n| 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. |\n| 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. |\n| 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. |\n| 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. |\n| 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. |\n| Deployment | L114-L118 | Deploying Azure Quantum workspaces with Bicep and running/submitting Q# quantum programs from VS Code to Azure Quantum backends |\n\n### Troubleshooting\n| Topic | URL |\n|-------|-----|\n| Troubleshoot common Azure Quantum connection and job issues | https://learn.microsoft.com/en-us/azure/quantum/azure-quantum-common-issues |\n| Support and escalation policy for IonQ on Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/provider-support-ionq |\n| Support policy for PASQAL on Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/provider-support-pasqal |\n| Support policy for Quantinuum on Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/provider-support-quantinuum |\n| Support policy for Rigetti on Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/provider-support-rigetti |\n\n### Best Practices\n| Topic | URL |\n|-------|-----|\n| Use Copilot agent mode effectively with QDK in VS Code | https://learn.microsoft.com/en-us/azure/quantum/qdk-vscode-agent-setup |\n| Optimize large Q# programs with the Quantum resource estimator | https://learn.microsoft.com/en-us/azure/quantum/resource-estimator-handle-large-programs |\n| Test and debug quantum programs with the Quantum Development Kit | https://learn.microsoft.com/en-us/azure/quantum/testing-debugging |\n\n### Decision Making\n| Topic | URL |\n|-------|-----|\n| Understand Azure Quantum job costs and billing | https://learn.microsoft.com/en-us/azure/quantum/azure-quantum-job-cost-billing |\n| Migrate Azure Quantum workspace data between regions | https://learn.microsoft.com/en-us/azure/quantum/migration-guide |\n| Compare Azure Quantum provider pricing plans | https://learn.microsoft.com/en-us/azure/quantum/pricing |\n| Check regional availability of Azure Quantum providers | https://learn.microsoft.com/en-us/azure/quantum/provider-global-availability |\n| Select development environments for Q# and the Quantum Development Kit | https://learn.microsoft.com/en-us/azure/quantum/qsharp-ways-to-work |\n| Plan quantum-safe cryptography with the Quantum resource estimator | https://learn.microsoft.com/en-us/azure/quantum/resource-estimator-quantum-safe-planning |\n\n### Architecture & Design Patterns\n| Topic | URL |\n|-------|-----|\n| Choose hybrid quantum computing architectures in Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/hybrid-computing-overview |\n\n### Limits & Quotas\n| Topic | URL |\n|-------|-----|\n| Azure Quantum provider limits and quotas | https://learn.microsoft.com/en-us/azure/quantum/azure-quantum-quotas |\n| Run long-duration Q# experiments on Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/how-to-long-running-experiments |\n| Manage Azure Quantum sessions and avoid timeouts | https://learn.microsoft.com/en-us/azure/quantum/how-to-work-with-sessions |\n| Rigetti provider targets and hardware limits in Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/provider-rigetti |\n\n### Security\n| Topic | URL |\n|-------|-----|\n| Bulk assign Azure Quantum workspace access via CSV | https://learn.microsoft.com/en-us/azure/quantum/bulk-add-users-to-a-workspace |\n| Protect Azure Quantum resources with ARM locks | https://learn.microsoft.com/en-us/azure/quantum/how-to-set-resource-locks |\n| Share Azure Quantum workspace using RBAC roles | https://learn.microsoft.com/en-us/azure/quantum/how-to-share-access-quantum-workspace |\n| Configure Azure Quantum workspace access control | https://learn.microsoft.com/en-us/azure/quantum/manage-workspace-access |\n| Authenticate to Azure Quantum using managed identity | https://learn.microsoft.com/en-us/azure/quantum/optimization-authenticate-managed-identity |\n| Authenticate to Azure Quantum using service principals | https://learn.microsoft.com/en-us/azure/quantum/optimization-authenticate-service-principal |\n| Manage Azure Quantum workspace access keys securely | https://learn.microsoft.com/en-us/azure/quantum/security-manage-access-keys |\n\n### Configuration\n| Topic | URL |\n|-------|-----|\n| Configure Azure Quantum workspaces with Azure CLI | https://learn.microsoft.com/en-us/azure/quantum/how-to-manage-quantum-workspaces-with-the-azure-cli |\n| Run Microsoft Quantum resource estimator locally and online | https://learn.microsoft.com/en-us/azure/quantum/how-to-submit-re-jobs |\n| Install and use the QDK molecule visualizer in Jupyter | https://learn.microsoft.com/en-us/azure/quantum/how-to-use-molecule-visualizer |\n| Set up QDK VS Code extension and environment | https://learn.microsoft.com/en-us/azure/quantum/install-overview-qdk |\n| Install and run neutral atom device simulators in QDK | https://learn.microsoft.com/en-us/azure/quantum/install-qdk-neutral-atom-simulators |\n| Configure target parameters for the Quantum resource estimator | https://learn.microsoft.com/en-us/azure/quantum/overview-resources-estimator |\n| Configure and use IonQ targets in Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/provider-ionq |\n| Configure PASQAL simulators and QPUs in Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/provider-pasqal |\n| Configure Quantinuum quantum targets in Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/provider-quantinuum |\n| Configure noise models for neutral atom simulations in QDK | https://learn.microsoft.com/en-us/azure/quantum/qdk-simulator-noise-models |\n| Batch and compare multiple resource estimator configurations | https://learn.microsoft.com/en-us/azure/quantum/resource-estimator-batching |\n| Use known estimates to optimize Quantum resource estimator runs | https://learn.microsoft.com/en-us/azure/quantum/resource-estimator-known-estimates |\n| Use QDK extension commands and features in Visual Studio Code | https://learn.microsoft.com/en-us/azure/quantum/vscode-qsharp-reference |\n\n### Integrations & Coding Patterns\n| Topic | URL |\n|-------|-----|\n| Connect to Azure Quantum workspace via qdk.azure | https://learn.microsoft.com/en-us/azure/quantum/how-to-connect-workspace |\n| Run integrated hybrid quantum jobs with Adaptive RI in Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/hybrid-computing-integrated |\n| Run OpenQASM programs in the Quantum Development Kit | https://learn.microsoft.com/en-us/azure/quantum/qdk-openqasm-integration |\n| Use Qiskit and Cirq with the Quantum Development Kit | https://learn.microsoft.com/en-us/azure/quantum/qdk-qiskit-cirq-overview |\n| Submit Cirq circuits to Azure Quantum with QDK | https://learn.microsoft.com/en-us/azure/quantum/quickstart-microsoft-cirq |\n| Submit QIR, OpenQASM, and Pulser circuits to Azure Quantum | https://learn.microsoft.com/en-us/azure/quantum/quickstart-microsoft-provider-format |\n\n### Deployment\n| Topic | URL |\n|-------|-----|\n| Deploy Azure Quantum workspaces using Bicep templates | https://learn.microsoft.com/en-us/azure/quantum/how-to-manage-quantum-workspaces-using-bicep |\n| Submit and run Q# programs on Azure Quantum from VS Code | 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