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version: "1.0.1" name: azure-microsoft-discovery description: 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 workspaces, shared sessions, supercomputer jobs, Docker tool images, or Log Analytics queries, and other Azure Microsoft Discovery related development tasks. compatibility: Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation. metadata: generated_at: "2026-06-28" generator: "docs2skills/1.0.0"

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-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, models, and understanding billing to design cost‑effective, well‑configured Microsoft Discovery solutions.
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-L82	Security and compliance for Discovery: encryption at rest, customer-managed keys, managed identities, RBAC/persona roles, network/private access, and audit logging configuration.
Configuration	L83-L103	Configuring Discovery workspaces, supercomputers, storage, tools, data handling, and querying operational/indexing logs via Log Analytics, Kusto, and Azure activity logs
Integrations & Coding Patterns	L104-L111	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	L112-L118	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 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 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
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
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
Submit and monitor Discovery Supercomputer jobs with REST APIs	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

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