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Expert knowledge for Azure Container Instances development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and deployment.
Passed 8 of 13 test cases with the skill, and 7 of 13 without it.
and 6 more in the full report
6 fixed7 passed either way5 still failing4 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our elastic workload experiences sudden burst traffic, but cold-starting new container instances takes too long. What feature allows us to maintain pre-provisioned instances to speed up scale-out?
| Checked | Without skill | With skill |
|---|---|---|
| The recommendation specifies creating an ACI standby pool. | Missed | Passed |
| The recommendation explains requesting pre-provisioned container groups directly from the standby pool during scale-out. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides expert guidance for Azure Container Instances. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, 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-L42 | Diagnosing ACI issues using logs/events, understanding provisioning/runtime states, and troubleshooting deployment failures and container startup problems. |
| Best Practices | L43-L47 | Guidance on designing and running ACI workloads reliably: resource sizing, networking, storage, security, scaling, image management, and operational best practices. |
| Decision Making | L48-L53 | Guidance on cost-optimizing ACI with Spot containers and using prediction-based sizing to configure and right-size Azure Container Instances standby pools. |
| Architecture & Design Patterns | L54-L60 | Design patterns for giving ACI containers static inbound/outbound IPs using Application Gateway, firewalls, and NAT Gateway for controlled, predictable network egress/ingress. |
| Limits & Quotas | L61-L69 | ACI limits, quotas, and behaviors: max CPU/memory (Big Containers), per‑region quotas, standby pool limits, VNet constraints, and FAQs on scaling, performance, and resource usage. |
| Security | L70-L84 | Securing Azure Container Instances: TLS/HTTPS setup, secrets and CMK encryption, managed identities/RBAC, secure ACR pulls, DNS reuse protection, and Azure Policy for compliance. |
| Configuration | L85-L116 | Configuring ACI container groups: env vars, DNS, volumes, GPUs, probes, logging/monitoring, standby pools, restarts, entrypoints, updates, and runtime command execution. |
| Deployment | L117-L120 | Using GitHub Actions to build, push, and automatically deploy container images to Azure Container Instances, including workflow YAML setup and authentication configuration. |
| Topic | URL |
|---|---|
| Retrieve Azure Container Instances logs and events for troubleshooting | https://learn.microsoft.com/en-us/azure/container-instances/container-instances-get-logs |
| Troubleshoot Azure Container Instances deployment issues | https://learn.microsoft.com/en-us/azure/container-instances/container-instances-troubleshooting |
| Interpret Azure Container Instances provisioning and runtime states | https://learn.microsoft.com/en-us/azure/container-instances/container-state |
| Topic | URL |
|---|---|
| Apply Azure Container Instances workload best practices | https://learn.microsoft.com/en-us/azure/container-instances/container-instances-best-practices-and-considerations |
test cases passed, vs 7 / 13 without
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