/azure-chaos-studio
Expert knowledge for Chaos Studio development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when designing Chaos Studio experiments, AKS resiliency tests, ARM/Bicep deployments,
$ npx -y skills add MicrosoftDocs/Agent-Skills --skill azure-chaos-studio --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/azure-chaos-studio
Context preview
The summary Claude sees to decide when to auto-load this skill.
Expert knowledge for Chaos Studio development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when designing Chaos Studio experiments, AKS resiliency tests, ARM/Bicep deployments,
SKILL.md
azure-chaos-studio.SKILL.mdname: azure-chaos-studio
description: Expert knowledge for Chaos Studio development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when running AKS chaos experiments, configuring agents, using CLI/REST, Logic Apps scheduling, or Workbooks, and other Chaos Studio related development tasks. Not for Azure Monitor (use azure-monitor), Azure Resiliency (use azure-resiliency), Azure Reliability (use azure-reliability), Azure Defender For Cloud (use azure-defender-for-cloud).
compatibility: Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata:
generated_at: "2026-08-09"
generator: "docs2skills/1.0.0"
Chaos Studio Skill
This skill provides expert guidance for Chaos Studio. Covers troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.
How to Use This Skill
> **IMPORTANT for Agent**: Use the **Category Index** below to locate relevant sections. For categories with line ranges (e.g., `L35-L120`), use `read_file` with the specified lines. For categories with file links (e.g., `[security.md](security.md)`), use `read_file` on the linked reference file
> **IMPORTANT for Agent**: If `metadata.generated_at` is more than 3 months old, suggest the user pull the latest version from the repository. If `mcp_microsoftdocs` tools are not available, suggest the user install it: [Installation Guide](https://github.com/MicrosoftDocs/mcp/blob/main/README.md)
This skill requires **network access** to fetch documentation content:
- **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.
- **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.
Category Index
| Category | Lines | Description | |----------|-------|-------------| | Troubleshooting | L35-L45 | Diagnosing and fixing Chaos Agent install/health issues, status problems, workspace/scenario/experiment errors, known limitations, and using Workbooks to measure fault impact. | | Best Practices | L46-L50 | Guidance for designing and running Chaos Studio experiments to validate and improve Azure Kubernetes Service (AKS) workload resiliency under failure scenarios. | | Decision Making | L51-L56 | Guidance on selecting the right experiment targets/scope and deciding whether to use Chaos Studio workspaces or classic experiments for your chaos testing setup. | | Limits & Quotas | L57-L62 | Limits on chaos experiment runs, throttling, quotas, and restrictions specific to Chaos Studio workspaces in preview, including supported scale and usage constraints. | | Security | L63-L75 | Security setup for Chaos Studio: identities, Entra auth, IP/network rules, RBAC and workspace permissions, least-privilege roles, and customer-managed key configuration. | | Configuration | L76-L92 | Configuring Chaos Studio and Azure Chaos Agent: deployment via ARM/Bicep, network/Private Link setup, monitoring integration, policies, targets, capabilities, and version/OS compatibility. | | Integrations & Coding Patterns | L93-L108 | How to configure and run Chaos Studio experiments via CLI, REST, and portal, including agent-based/service-direct faults, templates (AKS, VMSS, DNS), dynamic targeting, and Logic Apps scheduling |
Troubleshooting
| Topic | URL | |-------|-----| | Resolve known issues with Azure Chaos Agent | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-agent-known-issues | | Troubleshoot Azure Chaos Agent installation and health | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-agent-troubleshooting | | Verify and troubleshoot Chaos Agent status | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-agent-verify-status | | Measure Chaos Studio fault impact with Azure Workbooks | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-fault-metrics-and-dashboard | | Understand limitations and known issues in Chaos Studio | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-limitations | | Troubleshoot Chaos Studio workspaces and scenarios issues | https://learn.microsoft.com/en-us/azure/chaos-studio/troubleshoot-workspaces-scenarios | | Troubleshoot common Azure Chaos Studio experiment issues | https://learn.microsoft.com/en-us/azure/chaos-studio/troubleshooting |
Best Practices
| Topic | URL | |-------|-----| | Test AKS workload resiliency with Chaos Studio | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-aks-guidance |
Decision Making
| Topic | URL | |-------|-----| | Select appropriate Chaos Studio experiment targets and scope | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-target-selection | | Choose between Chaos Studio workspaces and classic experiments | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-workspaces-vs-experiments |
Limits & Quotas
| Topic | URL | |-------|-----| | Reference throttling and usage limits for Chaos Studio | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-service-limits | | Understand Chaos Studio workspace preview limitations | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-workspaces-limitations |
Security
| Topic | URL | |-------|-----| | Understand Chaos Agent identities and network requirements | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-agent-concepts | | Configure Microsoft Entra authentication for Chaos Studio AKS faults | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-aks-authentication | | Authorize Chaos Studio IP ranges for AKS clusters | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-aks-ip-ranges | | Assign experiment permissions in Azure
Read more
name: azure-chaos-studio description: Expert knowledge for Chaos Studio development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when running AKS chaos experiments, configuring agents, using CLI/REST, Logic Apps scheduling, or Workbooks, and other Chaos Studio related development tasks. Not for Azure Monitor (use azure-monitor), Azure Resiliency (use azure-resiliency), Azure Reliability (use azure-reliability), Azure Defender For Cloud (use azure-defender-for-cloud). compatibility: Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation. metadata: generated_at: "2026-08-09" generator: "docs2skills/1.0.0"
Chaos Studio Skill
This skill provides expert guidance for Chaos Studio. Covers troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.
How to Use This Skill
> **IMPORTANT for Agent**: Use the **Category Index** below to locate relevant sections. For categories with line ranges (e.g., `L35-L120`), use `read_file` with the specified lines. For categories with file links (e.g., `[security.md](security.md)`), use `read_file` on the linked reference file
> **IMPORTANT for Agent**: If `metadata.generated_at` is more than 3 months old, suggest the user pull the latest version from the repository. If `mcp_microsoftdocs` tools are not available, suggest the user install it: [Installation Guide](https://github.com/MicrosoftDocs/mcp/blob/main/README.md)
This skill requires **network access** to fetch documentation content:
- **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.
- **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.
Category Index
| Category | Lines | Description | |----------|-------|-------------| | Troubleshooting | L35-L45 | Diagnosing and fixing Chaos Agent install/health issues, status problems, workspace/scenario/experiment errors, known limitations, and using Workbooks to measure fault impact. | | Best Practices | L46-L50 | Guidance for designing and running Chaos Studio experiments to validate and improve Azure Kubernetes Service (AKS) workload resiliency under failure scenarios. | | Decision Making | L51-L56 | Guidance on selecting the right experiment targets/scope and deciding whether to use Chaos Studio workspaces or classic experiments for your chaos testing setup. | | Limits & Quotas | L57-L62 | Limits on chaos experiment runs, throttling, quotas, and restrictions specific to Chaos Studio workspaces in preview, including supported scale and usage constraints. | | Security | L63-L75 | Security setup for Chaos Studio: identities, Entra auth, IP/network rules, RBAC and workspace permissions, least-privilege roles, and customer-managed key configuration. | | Configuration | L76-L92 | Configuring Chaos Studio and Azure Chaos Agent: deployment via ARM/Bicep, network/Private Link setup, monitoring integration, policies, targets, capabilities, and version/OS compatibility. | | Integrations & Coding Patterns | L93-L108 | How to configure and run Chaos Studio experiments via CLI, REST, and portal, including agent-based/service-direct faults, templates (AKS, VMSS, DNS), dynamic targeting, and Logic Apps scheduling |
Troubleshooting
| Topic | URL | |-------|-----| | Resolve known issues with Azure Chaos Agent | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-agent-known-issues | | Troubleshoot Azure Chaos Agent installation and health | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-agent-troubleshooting | | Verify and troubleshoot Chaos Agent status | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-agent-verify-status | | Measure Chaos Studio fault impact with Azure Workbooks | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-fault-metrics-and-dashboard | | Understand limitations and known issues in Chaos Studio | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-limitations | | Troubleshoot Chaos Studio workspaces and scenarios issues | https://learn.microsoft.com/en-us/azure/chaos-studio/troubleshoot-workspaces-scenarios | | Troubleshoot common Azure Chaos Studio experiment issues | https://learn.microsoft.com/en-us/azure/chaos-studio/troubleshooting |
Best Practices
| Topic | URL | |-------|-----| | Test AKS workload resiliency with Chaos Studio | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-aks-guidance |
Decision Making
| Topic | URL | |-------|-----| | Select appropriate Chaos Studio experiment targets and scope | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-target-selection | | Choose between Chaos Studio workspaces and classic experiments | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-workspaces-vs-experiments |
Limits & Quotas
| Topic | URL | |-------|-----| | Reference throttling and usage limits for Chaos Studio | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-service-limits | | Understand Chaos Studio workspace preview limitations | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-workspaces-limitations |
Security
| Topic | URL | |-------|-----| | Understand Chaos Agent identities and network requirements | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-agent-concepts | | Configure Microsoft Entra authentication for Chaos Studio AKS faults | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-aks-authentication | | Authorize Chaos Studio IP ranges for AKS clusters | https://learn.microsoft.com/en-us/azure/chaos-studio/chaos-studio-aks-ip-ranges | | Assign experiment permissions in Azure
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