deploy-azure-aks
Guide for deploying the Anyscale Azure AKS new cluster example from examples/azure/aks-new_cluster/. Use when the user asks about deploying, setting up, or configuring Azure AKS for Anyscale.
72
91%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
89%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a solid description that clearly identifies its niche (Anyscale Azure AKS new cluster deployment) and includes an explicit 'Use when' clause with natural trigger terms. Its main weakness is that it could be more specific about the concrete actions it covers beyond just 'deploying, setting up, or configuring' — listing specific steps like Terraform configuration, networking setup, or cluster provisioning would improve specificity.
Suggestions
Add more specific concrete actions the skill covers, e.g., 'Covers Terraform configuration, node pool setup, networking, and authentication for deploying Anyscale on Azure AKS.'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (Azure AKS deployment for Anyscale) and a general action (deploying), but doesn't list multiple specific concrete actions like configuring networking, setting up node pools, or managing Terraform variables. | 2 / 3 |
Completeness | Clearly answers both 'what' (guide for deploying the Anyscale Azure AKS new cluster example from a specific path) and 'when' (explicit 'Use when' clause covering deploying, setting up, or configuring Azure AKS for Anyscale). | 3 / 3 |
Trigger Term Quality | Includes natural keywords users would say: 'deploying', 'setting up', 'configuring', 'Azure AKS', 'Anyscale'. These cover the main variations a user might use when asking about this topic. | 3 / 3 |
Distinctiveness Conflict Risk | Highly specific niche targeting a particular example (Anyscale Azure AKS new cluster) from a specific directory path. Unlikely to conflict with other skills unless there are multiple Azure AKS Anyscale skills. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
92%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a high-quality deployment skill that provides clear, step-by-step guidance with executable commands throughout. It efficiently assumes Claude's competence with the underlying tools while providing all the specific, non-obvious details (chart versions, flag names, variable formats) needed to complete the deployment. The only minor weakness is that the content is somewhat long for a single file, though the linear workflow structure makes it manageable.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient. It doesn't explain what Azure AKS is, what Terraform does, or how Helm works—it assumes Claude and the user already know these tools. Every section provides only the necessary commands and configuration details. | 3 / 3 |
Actionability | Every step includes concrete, copy-paste-ready shell commands and HCL configuration. Variable names, helm chart versions, repo URLs, and flag values are all specific and executable rather than abstract. | 3 / 3 |
Workflow Clarity | The 7-step sequence is clearly numbered with logical ordering and dependencies (e.g., terraform outputs feed into later steps). The teardown section specifies correct reverse order (helm before terraform). The $ARGUMENTS skip-to-step mechanism and the conditional GPU step (Step 5) add useful flexibility. Validation is addressed via troubleshooting commands. | 3 / 3 |
Progressive Disclosure | The skill references external files like `variables.tf`, `sample-values_nginx.yaml`, `sample-values_nvdp.yaml`, and `sample-custom_values.yaml` appropriately, but all content is inline in a single file. For a skill of this length (~120 lines with 7 steps plus teardown and troubleshooting), some sections like GPU configuration or troubleshooting could be split out. However, no bundle files are provided, so the inline approach is reasonable. | 2 / 3 |
Total | 11 / 12 Passed |
Validation
81%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 9 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
allowed_tools_field | 'allowed-tools' contains unusual tool name(s) | Warning |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 9 / 11 Passed | |
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