Azure Data Manager for Agriculture Skill

This skill provides expert guidance for Azure Data Manager for Agriculture. Covers limits & quotas, security, configuration, and integrations & coding patterns. 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
Limits & Quotas	L32-L36	Guidance on API throttling behavior and limits in Azure Data Manager for Agriculture, plus strategies to plan capacity, avoid rate-limit errors, and manage high-volume workloads.
Security	L37-L42	Managing secure BYOL credential storage and configuring Azure Private Link private endpoints for Azure Data Manager for Agriculture services.
Configuration	L43-L49	Configuring diagnostics and Event Grid for Data Manager for Agriculture, including enabling logs, choosing event schemas, and understanding sample event payloads.
Integrations & Coding Patterns	L50-L64	Integrating external ag data sources (farm activities, sensors, weather, satellite imagery, ISVs), configuring ingestion jobs/IoT, and using AI/copilot and nutrient APIs with Azure Data Manager for Agriculture

Limits & Quotas

Topic	URL
Plan and manage API throttling limits for Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-understanding-throttling

Security

Topic	URL
Store and manage BYOL credentials securely in Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-byol-and-credentials
Create private endpoints for Azure Data Manager for Agriculture with Azure Private Link	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-set-up-private-links

Configuration

Topic	URL
Enable and configure diagnostic logging for Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-set-up-audit-logs
Configure Azure Event Grid event schemas for Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-use-events
Review sample Azure Event Grid events for Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/sample-events

Integrations & Coding Patterns

Topic	URL
Integrate and ingest farm activities data into Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-farm-operations-data
Configure Sentinel Hub satellite imagery ingestion for Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-ingest-satellite-imagery
Ingest sensor telemetry into Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-ingest-sensor-data
Integrate weather data providers with Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-ingest-weather-data
Use generative AI and copilot templates with Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-llm-apis
Configure farm activities ingestion jobs in Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-ingest-and-egress-farm-operations-data
Integrate Azure Data Manager for Agriculture with farm activities data providers	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-integrate-with-farm-ops-data-provider
Install and use ISV solutions with Azure Data Manager for Agriculture APIs	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-set-up-isv-solution
Push and consume sensor data as provider and customer in Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-set-up-sensor-as-customer-and-partner
Set up sensors as a customer in Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-set-up-sensors-customer
Onboard sensor partners and configure IoT Hub ingestion for Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-set-up-sensors-partner
Use plant tissue nutrient APIs in Azure Data Manager for Agriculture	https://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-use-nutrient-apis

Files1

1 files · 18.2 KB

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Overall Score

78/100

Grade

B

Good

Safety

82

Quality

76

Clarity

82

Completeness

70

Summary

This skill provides expert guidance for Azure Data Manager for Agriculture development. It covers API limits and quotas, security (BYOL credentials and Private Link), configuration (diagnostics and Event Grid), and integration patterns for agricultural data ingestion and AI APIs. The skill acts as a knowledge index with links to Microsoft Learn documentation, using network tools to fetch remote content on demand.

Detected Capabilities

network access (documentation fetch)web content retrieval (mcp_microsoftdocs or fetch_webpage)file reading (read_file for skill content references)

Trigger Keywords

Phrases that MCP clients use to match this skill to user intent.

azure data manager agriculturefarm data ingestionagricultural iot setupbyol credentials azureprivate link setupthrottling limits apisensor data telemetrysatellite imagery ingestionfarm operations data

Risk Signals

INFO

Network access to external documentation service (learn.microsoft.com)

Referenced Domains, mcp_microsoftdocs tool

INFO

Fallback to generic fetch_webpage tool if mcp_microsoftdocs unavailable

How to Use This Skill section

Referenced Domains

External domains referenced in skill content, detected by static analysis.

github.comlearn.microsoft.com

Use Cases

Set up BYOL credentials and Private Link for secure Azure Data Manager access
Configure API throttling and manage high-volume agricultural workloads
Enable diagnostic logging and Event Grid integration for audit and event tracking
Integrate external ag data sources including sensors, weather, satellite imagery, and IoT
Implement AI/copilot templates and nutrient API integrations
Onboard ISV solutions and farm operation data providers
Configure sensor partnerships and IoT Hub ingestion for real-time telemetry

Quality Notes

Skill is well-structured as a reference index with clear categorization (Limits & Quotas, Security, Configuration, Integrations)
Category Index table with line-range references enables agents to efficiently locate and retrieve specific sections
Explicit instructions for agents on tool usage (mcp_microsoftdocs preferred, fetch_webpage fallback) with query strings
Age-check guidance for metadata helps users identify stale documentation
Clear scope boundaries with deprecation references (excludes Data Explorer, Data Factory, Synapse, Databricks)
All 13 external documentation URLs are well-formed and point to Microsoft Learn official sources
Minimal local content — design is intentionally lightweight, deferring to authoritative remote documentation
No examples of actual instruction content provided (only index structure), which is acceptable for a reference-based skill

Model: claude-haiku-4-5-20251001Analyzed: Jun 26, 2026

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