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Expert knowledge for Azure Resource Graph development including troubleshooting, best practices, decision making, limits & quotas, configuration, and integrations & coding patterns.
Passed 13 of 17 test cases with the skill, and 15 of 17 without it.
and 1 more in the full report
3 fixed14 passed either way0 still failing5 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
What action should an agent suggest to the user if the Azure Resource Graph skill metadata indicates the document was generated more than 3 months ago?
| Checked | Without skill | With skill |
|---|---|---|
| Advises suggesting the user pull the latest skill version if generated over 3 months ago. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides expert guidance for Azure Resource Graph. Covers troubleshooting, best practices, decision making, limits & quotas, 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 |
|---|---|---|
| Troubleshooting | L34-L40 | Diagnosing and fixing Azure Resource Graph issues with alerts, query syntax/runtime errors, and Power BI connector connectivity, auth, and data refresh problems. |
| Best Practices | L41-L45 | Guidance on designing Azure Resource Graph queries to avoid throttling, including efficient patterns, batching, pagination, and performance-friendly query structures. |
| Decision Making | L46-L51 | Guidance on selecting efficient Azure Resource Graph query patterns and deciding when to use the GET/LIST APIs versus the Query service for different scenarios. |
| Limits & Quotas | L52-L59 | Understanding ARG request limits, pagination behavior, handling large result sets, and implementing efficient paging (including with PowerShell) to avoid quota issues. |
| Configuration | L60-L67 | Configuring Resource Graph usage: keyboard shortcuts, supported resource types, and defining/deploying shared queries via Bicep and ARM templates. |
| Integrations & Coding Patterns | L68-L79 | Running Resource Graph queries via CLI, PowerShell, REST, Logic Apps, Power BI; creating shared queries and alerts; and retrieving resource change history for automation and reporting. |
| Topic | URL |
|---|---|
| Troubleshoot Azure Resource Graph alert integration issues | https://learn.microsoft.com/en-us/azure/governance/resource-graph/troubleshoot/alerts |
| Resolve common Azure Resource Graph query errors | https://learn.microsoft.com/en-us/azure/governance/resource-graph/troubleshoot/general |
| Troubleshoot Azure Resource Graph Power BI connector problems | https://learn.microsoft.com/en-us/azure/governance/resource-graph/troubleshoot/power-bi-connector |
| Topic | URL |
|---|---|
| Avoid Azure Resource Graph throttling with query patterns | https://learn.microsoft.com/en-us/azure/governance/resource-graph/concepts/guidance-for-throttled-requests |
| Topic | URL |
|---|
test cases passed, vs 15 / 17 without
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