Official agent skill

Azure Data Manager For Agri

by MicrosoftDocs in MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Data Manager for Agriculture development including limits & quotas, security, configuration, and integrations & coding patterns.

OfficialCC-BY-4.0Auto-check passedTesting & QA

Install Azure Data Manager For Agri

skills CLI
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install MicrosoftDocs/Agent-Skills azure-data-manager-for-agri --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/azure-data-manager-for-agri .claude/skills/azure-data-manager-for-agri && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
azure-data-manager-for-agri
GitHub stars
775
Token cost
~1.6k tokens
SKILL.md length
495 words
Files
1
Skills in repo
149
Repo updated
First seen
Licence
CC-BY-4.0

At a glance

Expert knowledge for Azure Data Manager for Agriculture development including limits & quotas, security, configuration, and integrations & coding patterns.

  • Setting up BYOL creds/Private Link
  • SKILL.md covers How to Use This Skill and Category Index
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Ag data ingestion/IoT

What it does

Azure Data Manager For Agri is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. 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…

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires network access. Uses mcpmicrosoftdocs:microsoftdocsfetch or fetchwebpage to retrieve documentation.

It sits in Testing & QA, covering Test data and fixtures and Data pipelines and ETL. It works with Microsoft Azure and Databricks. The repository describes itself as: Curated Agent Skills for Microsoft & Azure – giving AI coding assistants structured, real-time expertise from Microsoft Learn docs. The licence is CC-BY-4.0.

When your agent uses it

  • Setting up BYOL creds/Private Link
  • Ag data ingestion/IoT
  • AI/nutrient APIs
  • Event Grid logs

Example prompts

  • “/azure-data-manager-for-agri”

Requirements

  • Compatibility (from SKILL.md): Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.

What it can do on your machine

Read from SKILL.md and the folder at commit ba74e8f. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • learn.microsoft.com
    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.

    From compatibility in the SKILL.md frontmatter.

Context cost

Azure Data Manager For Agri loads about 1.6k tokens when it runs. Until then it costs about 142 tokens; SKILL.md has 495 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~142
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from MicrosoftDocs/Agent-Skills at commit ba74e8f, republished under its CC-BY-4.0 licence (© MicrosoftDocs). 495 words, ~1,590 tokens.

Download SKILL.mdSave it as .claude/skills/azure-data-manager-for-agri/SKILL.md (or your agent's skills folder).
name
azure-data-manager-for-agri
description
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).
compatibility
Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata.generated_at
2026-02-28
metadata.generator
docs2skills/1.0.0

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

CategoryLinesDescription
Limits & QuotasL32-L36Guidance 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.
SecurityL37-L42Managing secure BYOL credential storage and configuring Azure Private Link private endpoints for Azure Data Manager for Agriculture services.
ConfigurationL43-L49Configuring diagnostics and Event Grid for Data Manager for Agriculture, including enabling logs, choosing event schemas, and understanding sample event payloads.
Integrations & Coding PatternsL50-L64Integrating 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
TopicURL
Plan and manage API throttling limits for Azure Data Manager for Agriculturehttps://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-understanding-throttling
Security
TopicURL
Store and manage BYOL credentials securely in Azure Data Manager for Agriculturehttps://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 Linkhttps://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-set-up-private-links
Show full SKILL.md (199 more words)Show less
Configuration
TopicURL
Enable and configure diagnostic logging for Azure Data Manager for Agriculturehttps://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 Agriculturehttps://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 Agriculturehttps://learn.microsoft.com/en-us/azure/data-manager-for-agri/sample-events
Integrations & Coding Patterns
TopicURL
Integrate and ingest farm activities data into Azure Data Manager for Agriculturehttps://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 Agriculturehttps://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-ingest-satellite-imagery
Ingest sensor telemetry into Azure Data Manager for Agriculturehttps://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-ingest-sensor-data
Integrate weather data providers with Azure Data Manager for Agriculturehttps://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 Agriculturehttps://learn.microsoft.com/en-us/azure/data-manager-for-agri/concepts-llm-apis
Configure farm activities ingestion jobs in Azure Data Manager for Agriculturehttps://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 providershttps://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 APIshttps://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 Agriculturehttps://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 Agriculturehttps://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 Agriculturehttps://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 Agriculturehttps://learn.microsoft.com/en-us/azure/data-manager-for-agri/how-to-use-nutrient-apis

© MicrosoftDocs, CC-BY-4.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/azure-data-manager-for-agri of MicrosoftDocs/Agent-Skills.

Open the folder on GitHubat commit ba74e8f

Compare with similar skills

Azure Data Manager For Agri next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Azure Data Manager For Agri compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Azure Data Manager For Agri this skillMicrosoftDocs/Agent-Skills775—~1.6kAutomated safety check: PassCC-BY-4.0
Data Engineerdavila7/claude-code-templates32k7 repos~2.8kAutomated safety check: PassMIT
Adf MasterKilo-Org/kilo-marketplace189—~3.2kAutomated safety check: PassMIT
source-mssql E2E Test Harnessairbytehq/airbyte22k—~4.4kAutomated safety check: PassCustom licence
Airbyte source-mysql E2E Testsairbytehq/airbyte22k—~2.6kAutomated safety check: PassCustom licence
Source MySQL CDC Test Harnessairbytehq/airbyte22k—~1.8kAutomated safety check: PassCustom licence

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Questions about Azure Data Manager For Agri

What does Azure Data Manager For Agri do?

Expert knowledge for Azure Data Manager for Agriculture development including limits & quotas, security, configuration, and integrations & coding patterns. Azure Data Manager For Agri is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure Data Manager for Agriculture development including limits & quotas, security, configuration, and integrations & coding patterns.

When should I use Azure Data Manager For Agri?

Azure Data Manager For Agri fits situations like: setting up BYOL creds/Private Link; ag data ingestion/IoT; AI/nutrient APIs; event Grid logs.

How do I install Azure Data Manager For Agri in Claude Code?

Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a claude-code`. Or copy the skill folder (skills/azure-data-manager-for-agri in MicrosoftDocs/Agent-Skills) into .claude/skills/azure-data-manager-for-agri in your project. Claude Code loads it when a task matches its description.

How do I install Azure Data Manager For Agri in Codex?

Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a codex`. Or copy the skill folder (skills/azure-data-manager-for-agri in MicrosoftDocs/Agent-Skills) into .agents/skills/azure-data-manager-for-agri in your project. Codex loads it when a task matches its description.

Can I use Azure Data Manager For Agri in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/azure-data-manager-for-agri, .gemini/skills/azure-data-manager-for-agri, .github/skills/azure-data-manager-for-agri and .opencode/skills/azure-data-manager-for-agri in your project.

What does Azure Data Manager For Agri need to run?

SKILL.md names no scripts, command-line tools or credentials: Azure Data Manager For Agri is instructions for the agent only. Compatibility (from SKILL.md): Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation..

Does Azure Data Manager For Agri access the network?

SKILL.md names 2 domains. As links in the text: learn.microsoft.com and github.com. This is read from the text; nothing was executed.

Is Azure Data Manager For Agri safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Azure Data Manager For Agri use?

Azure Data Manager For Agri is published under the CC-BY-4.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Azure Data Manager For Agri use?

About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Azure Data Manager For Agri?

Skills that share tags, products or a category with Azure Data Manager For Agri: Data Engineer (davila7/claude-code-templates, 32k stars), Adf Master (Kilo-Org/kilo-marketplace, 189 stars), source-mssql E2E Test Harness (airbytehq/airbyte, 22k stars) and Airbyte source-mysql E2E Tests (airbytehq/airbyte, 22k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Azure Data Manager For Agri?

MicrosoftDocs (a GitHub organization, an official publisher) maintains it in MicrosoftDocs/Agent-Skills, which has 775 GitHub stars. The repository holds 149 skills in this directory. The repository was last updated on October 5, 2026.

Source: MicrosoftDocs/Agent-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.