azure-microsoft-discovery
Expert knowledge for Azure Microsoft Discovery development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Discovery Engine shared sessions, supercomputer jobs, Log Analytics queries, or Docker-based tool integrations, and other Azure Microsoft Discovery related development tasks.
What this skill does
# Azure Microsoft Discovery Skill This skill provides expert guidance for Azure Microsoft Discovery. 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](https://github.com/MicrosoftDocs/mcp/blob/main/README.md) 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-L41 | Diagnosing and fixing Discovery Engine task execution failures, including common error patterns, configuration issues, and steps to restore successful task runs. | | Best Practices | L42-L49 | Best practices for structuring projects and shared sessions, applying responsible AI, calibrating trust and safety patterns, and planning tool capabilities and compute for Discovery. | | Decision Making | L50-L57 | Guidance on selecting registries, agent types, billing options, and LLM models for Microsoft Discovery, including configuration, cost implications, and matching models/agents to workloads. | | Architecture & Design Patterns | L58-L62 | Designing and implementing advanced shared session patterns in Discovery Engine, including multi-user session management, data sharing, and scalable architecture best practices. | | Limits & Quotas | L63-L68 | Planning capacity and Azure quotas for Microsoft Discovery deployments, plus required naming conventions and rules for Discovery resources. | | Security | L69-L81 | Security, encryption, and access control for Discovery: code of conduct, data-at-rest encryption, managed identities, RBAC, network/private access, audit logging, and customer-managed keys. | | Configuration | L82-L102 | Configuring Discovery workspaces, supercomputers, storage, tools, data handling, and querying operational/indexing logs via Log Analytics and Kusto. | | Integrations & Coding Patterns | L103-L110 | Patterns and APIs for integrating tools/models into Discovery workflows, containerizing tools with Docker, writing action scripts, and submitting/monitoring Supercomputer jobs via REST | | Deployment | L111-L117 | Deploying Microsoft Discovery: secure stack setup, provisioning supercomputer infra via REST, registering tools, and publishing tool images to Azure Container Registry. | ### Troubleshooting | Topic | URL | |-------|-----| | Troubleshoot Discovery Engine task execution issues | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-debug-task-execution | ### Best Practices | Topic | URL | |-------|-----| | Apply projects and shared session best practices in Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-projects-investigations | | Apply responsible AI practices in Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-responsible-ai | | Calibrate trust and basic shared session patterns in Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-trust-basic-investigation-patterns | | Plan tool functionality and compute for Discovery tools | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-plan-tool-requirements | ### Decision Making | Topic | URL | |-------|-----| | Choose and configure Azure Container Registry for Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-azure-container-registry | | Choose appropriate agent types in Microsoft Discovery and Discovery app | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-discovery-agent-types | | Understand Microsoft Discovery billing and charges | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-discovery-billing | | Choose appropriate LLM models for Discovery agents | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-select-models-for-agents | ### Architecture & Design Patterns | Topic | URL | |-------|-----| | Apply advanced shared session patterns with Discovery Engine | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-advanced-investigation-patterns | ### Limits & Quotas | Topic | URL | |-------|-----| | Plan Azure quotas and capacity for Microsoft Discovery deployments | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-quota-reservation | | Apply Microsoft Discovery resource naming rules | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-resource-naming | ### Security | Topic | URL | |-------|-----| | Understand Microsoft Discovery code of conduct and acceptable use | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-code-of-conduct | | Manage data encryption at rest in Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-data-encryption-at-rest | | Configure managed identities for Microsoft Discovery resources | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-managed-identities | | Configure network security for Microsoft Discovery workspaces | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-network-security | | Configure RBAC role assignments for Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-role-assignments | | Configure user-assigned managed identities for Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-configure-managed-identity | | Configure network security and private access for Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-configure-network-security | | Enable and export audit logs for Discovery resources | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-enable-audit-logging | | Configure customer-managed keys for Discovery resources | https://learn.microsoft.com/en-us/azure/microsoft-discovery/howto-data-encryption-at-rest | ### Configuration | Topic | URL | |-------|-----| | Manage files and storage assets in Microsoft Discovery shared sessions | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-files-storage-assets | | Register Microsoft Discovery resource provider in Azure | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-resource-provider-registration | | Configure Azure Blob Storage for Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-storage-account | | Configure storage containers and assets for Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-storage-containers-assets | | Access Log Analytics workspaces for Discovery resources | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-access-resource-logs | | Author tool definition YAML for Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-create-tool-definition | | Configure data handling for Microsoft Discovery agents | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-data-handling-with-tools-agents | | Configure Bookshelf and index
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