azure-data-manager-for-agri

Expert knowledge for Azure Data Manager for Agriculture development including limits & quotas, security, configuration, and integrations & coding patterns. Use when setting up BYOL creds/Private Link, ag data ingestion/IoT, AI/nutrient APIs, throttling, or Event Grid logs, and other Azure Data Manager for Agriculture related development tasks. Not for Azure Data Explorer (use azure-data-explorer), Azure Data Factory (use azure-data-factory), Azure Synapse Analytics (use azure-synapse-analytics), Azure Databricks (use azure-databricks).

471 stars

Best use case

azure-data-manager-for-agri is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Expert knowledge for Azure Data Manager for Agriculture development including limits & quotas, security, configuration, and integrations & coding patterns. Use when setting up BYOL creds/Private Link, ag data ingestion/IoT, AI/nutrient APIs, throttling, or Event Grid logs, and other Azure Data Manager for Agriculture related development tasks. Not for Azure Data Explorer (use azure-data-explorer), Azure Data Factory (use azure-data-factory), Azure Synapse Analytics (use azure-synapse-analytics), Azure Databricks (use azure-databricks).

Teams using azure-data-manager-for-agri should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/azure-data-manager-for-agri/SKILL.md --create-dirs "https://raw.githubusercontent.com/MicrosoftDocs/Agent-Skills/main/skills/azure-data-manager-for-agri/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/azure-data-manager-for-agri/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How azure-data-manager-for-agri Compares

Feature / Agentazure-data-manager-for-agriStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Expert knowledge for Azure Data Manager for Agriculture development including limits & quotas, security, configuration, and integrations & coding patterns. Use when setting up BYOL creds/Private Link, ag data ingestion/IoT, AI/nutrient APIs, throttling, or Event Grid logs, and other Azure Data Manager for Agriculture related development tasks. Not for Azure Data Explorer (use azure-data-explorer), Azure Data Factory (use azure-data-factory), Azure Synapse Analytics (use azure-synapse-analytics), Azure Databricks (use azure-databricks).

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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](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 |
|----------|-------|-------------|
| 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 |

Related Skills

azure-well-architected

471
from MicrosoftDocs/Agent-Skills

Expert guidance for designing, assessing, and optimizing Azure workloads using Azure Well Architected. Covers design review checklists, recommendations, design principles, tradeoffs, service guides, workload patterns, and assessment questions. Use when designing AI, SAP, SaaS, HPC, AVD/AVS workloads, or choosing regions/AZs with cost–reliability tradeoffs, and other Azure Well Architected related development tasks.

azure-web-pubsub

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Web PubSub development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building WebSocket/MQTT apps, using Socket.IO, geo-replication, private endpoints, or Functions bindings, and other Azure Web PubSub related development tasks. Not for Azure SignalR Service (use azure-signalr-service), Azure Event Hubs (use azure-event-hubs), Azure Service Bus (use azure-service-bus), Azure Relay (use azure-relay).

azure-web-application-firewall

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Web Application Firewall development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring Front Door/App Gateway WAF rules, rate limits, bot/CAPTCHA, Sentinel logging, or IaC deployments, and other Azure Web Application Firewall related development tasks. Not for Azure Application Gateway (use azure-application-gateway), Azure Front Door (use azure-front-door), Azure Firewall (use azure-firewall), Azure DDos Protection (use azure-ddos-protection).

azure-vpn-gateway

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure VPN Gateway development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring S2S/P2S tunnels, BGP routing, IPsec/IKE policies, Entra/RADIUS auth, or ExpressRoute VPNs, and other Azure VPN Gateway related development tasks. Not for Azure ExpressRoute (use azure-expressroute), Azure Virtual WAN (use azure-virtual-wan), Azure Virtual Network (use azure-virtual-network), Azure Virtual Network Manager (use azure-virtual-network-manager).

azure-vmware-solution

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure VMware Solution development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring AVS with HCX/NSX, vSAN/stretched clusters, Citrix/Horizon, Cloud Director, or JetStream DR, and other Azure VMware Solution related development tasks. Not for Azure Virtual Machines (use azure-virtual-machines), Azure Large Instances (use azure-large-instances), Azure Baremetal Infrastructure (use azure-baremetal-infrastructure), SAP HANA on Azure Large Instances (use azure-sap).

azure-vm-scalesets

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Virtual Machine Scale Sets development including troubleshooting, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring VMSS autoscale, upgrade modes, zones/PPGs, Spot/standby pools, or disk encryption with Key Vault, and other Azure Virtual Machine Scale Sets related development tasks. Not for Azure Virtual Machines (use azure-virtual-machines), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure App Service (use azure-app-service), Azure Service Fabric (use azure-service-fabric).

azure-virtual-wan

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Virtual WAN development including troubleshooting, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing Virtual WAN hubs, P2S VPN, ExpressRoute/SD‑WAN connectivity, NVAs/firewalls, or Entra ID VPN access, and other Azure Virtual WAN related development tasks. Not for Azure Virtual Network (use azure-virtual-network), Azure VPN Gateway (use azure-vpn-gateway), Azure ExpressRoute (use azure-expressroute), Azure Traffic Manager (use azure-traffic-manager).

azure-virtual-network

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Virtual Network development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, and configuration. Use when designing VNets, NSGs, service endpoints, VNet peering, VPN gateways, or Azure Firewall/NAT gateways, and other Azure Virtual Network related development tasks. Not for Azure Networking (use azure-networking), Azure Virtual Network Manager (use azure-virtual-network-manager), Azure Virtual WAN (use azure-virtual-wan), Azure VPN Gateway (use azure-vpn-gateway).

azure-virtual-network-manager

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Virtual Network Manager development including troubleshooting, limits & quotas, security, configuration, and integrations & coding patterns. Use when managing AVNM IPAM pools, network groups, cross-tenant connectivity, security admin rules, or ARG queries, and other Azure Virtual Network Manager related development tasks. Not for Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan), Azure Network Watcher (use azure-network-watcher), Azure Networking (use azure-networking).

azure-virtual-machines

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Virtual Machines development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when choosing VM sizes, configuring scale sets, using Trusted Launch, encrypting disks, or automating via CLI/ARM, and other Azure Virtual Machines related development tasks. Not for Azure Virtual Machine Scale Sets (use azure-vm-scalesets), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure App Service (use azure-app-service).

azure-virtual-desktop

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Virtual Desktop development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when working with FSLogix profiles, MSIX/App Attach, autoscale/Start VM on Connect, Teams optimization, or SSO/MFA, and other Azure Virtual Desktop related development tasks. Not for Azure Virtual Machines (use azure-virtual-machines), Azure Dev Box (use azure-dev-box).

azure-video-indexer

471
from MicrosoftDocs/Agent-Skills

Expert knowledge for Azure AI Video Indexer development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Video Indexer APIs/widgets, live camera indexing, custom speech/brand models, or Azure OpenAI integrations, and other Azure AI Video Indexer related development tasks. Not for Azure AI services (use microsoft-foundry-tools), Azure AI Vision (use azure-ai-vision).