Data Engineer
davila7/claude-code-templates
Build scalable data pipelines, modern data warehouses, and real-time streaming architectures.
Expert knowledge for Azure Data Manager for Agriculture development including limits & quotas, security, configuration, and integrations & coding patterns.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-data-manager-for-agri --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "azure-data-manager-for-agri" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-data-manager-for-agri into .claude/skills/azure-data-manager-for-agri/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-data-manager-for-agri", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-data-manager-for-agriType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-data-manager-for-agri --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/azure-data-manager-for-agri .agents/skills/azure-data-manager-for-agri && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "azure-data-manager-for-agri" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-data-manager-for-agri into .agents/skills/azure-data-manager-for-agri/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-data-manager-for-agri", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-data-manager-for-agri --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/azure-data-manager-for-agri .cursor/skills/azure-data-manager-for-agri && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "azure-data-manager-for-agri" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-data-manager-for-agri into .cursor/skills/azure-data-manager-for-agri/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-data-manager-for-agri", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/MicrosoftDocs/Agent-Skills.git --path skills/azure-data-manager-for-agri--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-data-manager-for-agri --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/azure-data-manager-for-agri .gemini/skills/azure-data-manager-for-agri && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "azure-data-manager-for-agri" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-data-manager-for-agri into .gemini/skills/azure-data-manager-for-agri/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-data-manager-for-agri", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install MicrosoftDocs/Agent-Skills azure-data-manager-for-agriInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/azure-data-manager-for-agri .github/skills/azure-data-manager-for-agri && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "azure-data-manager-for-agri" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-data-manager-for-agri into .github/skills/azure-data-manager-for-agri/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-data-manager-for-agri", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-data-manager-for-agri -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-data-manager-for-agri --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/azure-data-manager-for-agri .opencode/skills/azure-data-manager-for-agri && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "azure-data-manager-for-agri" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-data-manager-for-agri into .opencode/skills/azure-data-manager-for-agri/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-data-manager-for-agri", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
azure-data-manager-for-agriExpert 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. 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.
Read from SKILL.md and the folder at commit ba74e8f. It shows what the files ask for, not the result of running them.
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.
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.
Links to these hosts (documentation or services it may open):
learn.microsoft.comgithub.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
From compatibility in the SKILL.md frontmatter.
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.
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.
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.
The full file from MicrosoftDocs/Agent-Skills at commit ba74e8f, republished under its CC-BY-4.0 licence (© MicrosoftDocs). 495 words, ~1,590 tokens.
.claude/skills/azure-data-manager-for-agri/SKILL.md (or your agent's skills folder).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.
IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g.,
L35-L120), useread_filewith the specified lines. For categories with file links (e.g.,[security.md](security.md)), useread_fileon the linked reference file
IMPORTANT for Agent: If
metadata.generated_atis more than 3 months old, suggest the user pull the latest version from the repository. Ifmcp_microsoftdocstools are not available, suggest the user install it: Installation Guide
This skill requires network access to fetch documentation content:
mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.| 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 |
| 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 |
| 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 |
| 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 |
© 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
Just SKILL.md in skills/azure-data-manager-for-agri of MicrosoftDocs/Agent-Skills.
Open the folder on GitHubat commit ba74e8f
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Azure Data Manager For Agri this skillMicrosoftDocs/Agent-Skills | 775 | — | ~1.6k | Automated safety check: Pass | CC-BY-4.0 | |
| Data Engineerdavila7/claude-code-templates | 32k | 7 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Adf MasterKilo-Org/kilo-marketplace | 189 | — | ~3.2k | Automated safety check: Pass | MIT | |
| source-mssql E2E Test Harnessairbytehq/airbyte | 22k | — | ~4.4k | Automated safety check: Pass | Custom licence | |
| Airbyte source-mysql E2E Testsairbytehq/airbyte | 22k | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| Source MySQL CDC Test Harnessairbytehq/airbyte | 22k | — | ~1.8k | Automated safety check: Pass | Custom licence |
davila7/claude-code-templates
Build scalable data pipelines, modern data warehouses, and real-time streaming architectures.
Kilo-Org/kilo-marketplace
Azure Data Factory (ADF) CI/CD, deployment, and pipeline development.
airbytehq/airbyte
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airbytehq/airbyte
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airbytehq/airbyte
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MicrosoftDocs/Agent-Skills
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Works with
Categories
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.
Azure Data Manager For Agri fits situations like: setting up BYOL creds/Private Link; ag data ingestion/IoT; AI/nutrient APIs; event Grid logs.
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.
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.
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.
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..
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.
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.
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.
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.
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.
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.