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Expert knowledge for Azure Data Manager for Agriculture development including limits & quotas, security, configuration, and integrations & coding patterns.
Passed 7 of 13 test cases with the skill, and 8 of 13 without it.
and 4 more in the full report
5 fixed7 passed either way4 still failing6 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
When new sensor telemetry or farm operation records arrive, downstream microservices need immediate event notifications. What messaging component should be configured to broadcast these changes?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends Azure Event Grid for event notification schemas | Missed | Passed |
The instructions your model reads when the skill loads.
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 |
test cases passed, vs 8 / 13 without
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