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Expert knowledge for Azure Sre Agent development including troubleshooting, best practices, decision making, security, configuration, integrations & coding patterns, and deployment.
Passed 7 of 13 test cases with the skill, and 2 of 13 without it.
and 11 more in the full report
10 fixed3 passed either way13 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need Azure SRE Agent to perform live mathematical calculation and log analysis scripts on demand. What built-in feature enables executing Python and shell scripts safely, and what is the documentation link?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies the Code Interpreter capability for running Python code. | Passed | Passed |
| Includes the documentation URL https://learn.microsoft.com/en-us/azure/sre-agent/code-interpreter | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides expert guidance for Azure Sre Agent. Covers troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. 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 | L36-L43 | Diagnosing and fixing SRE Agent issues: querying telemetry with KQL, filing Azure support tickets, resolving deployment/operation failures, and debugging Java performance on AKS. |
| Best Practices | L44-L48 | Best practices for integrating Azure Monitor, Application Insights, and related observability tools with SRE Agent to collect, analyze, and act on telemetry and alerts. |
| Decision Making | L49-L54 | Guidance on when to run deep investigations, when to use Log Analytics vs App Insights, how to estimate/control SRE Agent costs, and which Azure regions you can deploy in. |
| Architecture & Design Patterns | L55-L59 | Designing cold-standby disaster recovery for Azure SRE Agent, including architecture choices, failover strategy, RPO/RTO considerations, and environment replication. |
| Security | L60-L78 | Securing Azure SRE Agent: identities, RBAC and roles, network/firewall, data privacy, GitHub/ADO access, subscription visibility, tool access policies, and approval/run-mode controls. |
| Configuration | L79-L92 | Configuring SRE Agent capabilities: code interpreter, knowledge sources, tools/skills, governance hooks, subagents, incident plans, connectors, network/VNet, GitHub auth, MCP/IDE, and REST hooks. |
| Integrations & Coding Patterns | L93-L113 | Integrating Azure SRE Agent with DevOps, GitHub, observability, incident tools, MCP servers, and Python/Kusto tools, plus secure API use and cross-tenant access configuration |
| Deployment | L114-L117 | How to deploy Azure SRE Agent using Infrastructure-as-Code templates, including required resources, parameters, and environment configuration steps. |
| Topic | URL |
|---|---|
| Query Azure SRE Agent telemetry and actions with KQL | https://learn.microsoft.com/en-us/azure/sre-agent/audit-agent-actions |
| File Azure support requests from SRE Agent troubleshooting | https://learn.microsoft.com/en-us/azure/sre-agent/create-support-request |
| Troubleshoot Azure SRE Agent deployment and operations | https://learn.microsoft.com/en-us/azure/sre-agent/faq-troubleshooting |
| Diagnose Java performance issues on AKS with SRE Agent | https://learn.microsoft.com/en-us/azure/sre-agent/troubleshoot-java-aks |
| Topic | URL |
|---|---|
| Use Azure observability tools with SRE Agent | https://learn.microsoft.com/en-us/azure/sre-agent/diagnose-azure-observability |
test cases passed, vs 2 / 13 without
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