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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.

92

1.88x
Quality

91%

Does it follow best practices?

Impact

100%

1.88x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

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 strong, well-crafted deployment skill that provides clear, actionable guidance through a complex multi-step infrastructure setup. It excels at conciseness (no unnecessary explanations of Azure/K8s concepts) and actionability (every step has executable commands with specific versions and paths). The workflow is logically sequenced with good cross-referencing between terraform outputs and subsequent steps, though the content could benefit from slightly better progressive disclosure for such a lengthy procedure.

DimensionReasoningScore

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 file paths are all specific and executable rather than abstract descriptions.

3 / 3

Workflow Clarity

The 7-step workflow is clearly sequenced with logical dependencies (terraform outputs feed into later steps). It includes a teardown section with correct ordering (helm before terraform destroy), an optional GPU step clearly marked, and troubleshooting diagnostics. The instruction to save terraform outputs and use them in subsequent steps serves as an implicit validation checkpoint.

3 / 3

Progressive Disclosure

The content is well-structured with clear sections and references to external files (variables.tf, sample YAML files), but it's a fairly long single document (~120 lines of substantive content). Some sections like GPU configuration details or the full registration command could be split out. However, for a deployment guide this is reasonable, and references to sample values files and variables.tf provide appropriate pointers.

2 / 3

Total

11

/

12

Passed

Description

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 deployment) and provides explicit 'Use when' guidance with natural trigger terms. Its main weakness is the lack of specific concrete actions beyond 'deploying, setting up, or configuring' — listing specific sub-tasks (e.g., provisioning node pools, configuring networking, setting up Terraform variables) would improve specificity.

Suggestions

Add more specific concrete actions the skill covers, e.g., 'Covers Terraform configuration, node pool setup, networking, and authentication for Azure AKS clusters.'

DimensionReasoningScore

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 credentials.

2 / 3

Completeness

Clearly answers both 'what' (guide for deploying the Anyscale Azure AKS new cluster example) and 'when' (use when the user asks about deploying, setting up, or configuring Azure AKS for Anyscale) with explicit trigger guidance.

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 combining Anyscale + Azure AKS + new cluster example 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

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.

Validation9 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

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

Repository
anyscale/terraform-kubernetes-anyscale-foundation-modules
Reviewed

Table of Contents

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