Azure Microsoft Discovery

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, REST job APIs, custom tools, or ACR deployments, and other Azure Microsoft Discovery related development tasks.

Source: /skills/azure-microsoft-discovery/SKILL.md

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

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-L42 Diagnosing and resolving Microsoft Discovery Engine task failures, and locating/using correlation IDs from Activity Logs to debug and trace issues.
Best Practices L43-L50 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 L51-L58 Guidance on selecting ACR setup, agent types, pricing/billing, and suitable AI models to design and configure Microsoft Discovery agents effectively.
Architecture & Design Patterns L59-L63 Designing and implementing advanced shared session patterns in Discovery Engine, including multi-user session management, data sharing, and scalable architecture best practices.
Limits & Quotas L64-L69 Planning capacity and Azure quotas for Microsoft Discovery deployments, plus required naming conventions and rules for Discovery resources.
Security L70-L84 Security, encryption, RBAC, managed identities, private networking, supercomputer network hardening, and audit logging for protecting Microsoft Discovery resources.
Configuration L85-L105 Configuring Discovery workspaces, supercomputers, storage, tools, data handling, and querying operational/indexing logs via Log Analytics, Kusto, and Azure activity logs
Integrations & Coding Patterns L106-L113 Integrating custom tools/models into Discovery workflows, containerizing them with Docker, calling Discovery Supercomputer REST job APIs, and writing action scripts for action-based tools.
Deployment L114-L120 Deploying Discovery infrastructure and tools: network-hardened stacks, Bicep-based deployments, REST provisioning of supercomputer resources, 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
Find Microsoft Discovery correlation IDs in Activity Log https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-get-correlation-id

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 the right Microsoft Discovery agent type 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 models for Microsoft 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 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
Assign Microsoft Discovery persona RBAC roles via PowerShell https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-assign-persona-roles
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
Secure networking for Discovery Supercomputer https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-configure-supercomputer-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 tools and agents in Discovery https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-data-handling-with-tools-agents
Configure Bookshelf and index knowledgebases in Discovery https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-index-bookshelf-knowledgebase
Configure storage containers and assets in Discovery https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-manage-storage-containers
Create and manage Discovery Supercomputers and node pools https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-manage-supercomputers
Create and manage Microsoft Discovery workspaces https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-manage-workspaces
Query bookshelf indexing logs in Discovery supercomputers https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-query-bookshelf-indexing-logs
Query bookshelf knowledgebase query logs in Discovery https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-query-bookshelf-logs
Query CogLoop orchestration logs for Discovery investigations https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-query-cognitive-loop-logs
Query supercomputer platform and tool logs in Discovery https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-query-supercomputer-logs
Query Discovery workspace logs with Kusto and correlation IDs https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-query-workspace-logs
View Azure activity logs for Discovery control plane https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-view-activity-logs

Integrations & Coding Patterns

Topic URL
Integrate tools and models into Microsoft Discovery workflows https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-tools-model-integration
Create Dockerfiles to containerize Discovery tools https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-create-tool-docker-file
Use Discovery Supercomputer REST APIs for jobs https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-run-jobs-supercomputer-rest-api
Implement action scripts for Discovery action-based tools https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-write-tool-action-scripts

Deployment

Topic URL
Deploy a fully network-hardened Microsoft Discovery stack https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-deploy-network-hardened-stack
Deploy and register tools to Microsoft Discovery https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-deploy-tool-to-discovery
Provision Discovery Supercomputer infrastructure via REST API https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-manage-supercomputers-rest-api
Publish Discovery tool images to Azure Container Registry https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-publish-tool-to-acr