CtrlK
BlogDocsLog inGet started
Tessl Logo

deploy-gcp-gke

Guide for deploying the Anyscale GCP GKE new cluster example from examples/gcp/gke-new_cluster/. Use when the user asks about deploying, setting up, or configuring GKE for Anyscale.

83

1.48x
Quality

77%

Does it follow best practices?

Impact

98%

1.48x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Fix and improve this skill with Tessl

tessl review fix ./.claude/skills/deploy-gcp-gke/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

64%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a solid deployment guide with excellent actionability — every step has concrete commands and specific configuration details. The main weaknesses are the lack of inline validation/verification checkpoints between steps (e.g., confirming cluster health after terraform apply, verifying nginx is running before proceeding to registration) and the monolithic structure that could benefit from splitting advanced topics into separate files. The conciseness is reasonable but could be tightened in places.

Suggestions

Add explicit validation checkpoints after critical steps — e.g., after Step 2 add 'Verify: kubectl get nodes should show nodes in Ready state', after Step 4 add 'Verify: kubectl get pods -n ingress-nginx should show running pods'

Consider splitting GPU configuration details, teardown instructions, and troubleshooting into separate referenced files to improve progressive disclosure for this longer skill

DimensionReasoningScore

Conciseness

The content is mostly efficient but includes some unnecessary explanations (e.g., noting that Nvidia device plugin and cluster autoscaler are enabled by default, explaining what each prerequisite link is). Some sections could be tightened, but overall it avoids excessive verbosity.

2 / 3

Actionability

Every step includes concrete, copy-paste-ready shell commands and specific HCL configuration. Variable names, helm chart versions, flag names, and exact file paths are all provided, making this fully executable guidance.

3 / 3

Workflow Clarity

Steps are clearly sequenced and numbered, with a logical progression from Terraform through registration to operator installation. However, there are no explicit validation checkpoints or feedback loops — for instance, after terraform apply there's no 'verify the cluster is running' step, and after helm installs there's no 'verify pods are healthy' check before proceeding. The troubleshooting section exists but is separate rather than integrated as verification steps.

2 / 3

Progressive Disclosure

The skill references external files like `variables.tf`, `gpu_instances.tfvars.example`, and sample values YAML files, which is good. However, all content is inline in a single file with no separation of advanced topics (like GPU ConfigMap customization or teardown) into referenced documents. For a skill of this length (~120 lines of substantive content), some splitting would improve navigation.

2 / 3

Total

9

/

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, focused description that clearly identifies its niche (Anyscale GCP GKE new cluster deployment) and includes an explicit 'Use when' clause with relevant trigger terms. Its main weakness is that it could be more specific about what concrete actions or steps the skill covers beyond the generic 'deploying, setting up, or configuring'.

Suggestions

Add more specific concrete actions the skill covers, e.g., 'Guides through Terraform configuration, cluster provisioning, networking setup, and Anyscale operator installation for GKE new cluster deployment.'

DimensionReasoningScore

Specificity

Names the domain (Anyscale GCP GKE new cluster deployment) and references a specific example path, but doesn't list concrete actions beyond 'deploying, setting up, or configuring' which are somewhat generic.

2 / 3

Completeness

Clearly answers both 'what' (guide for deploying the Anyscale GCP GKE new cluster example from a specific path) and 'when' (explicit 'Use when' clause covering deploying, setting up, or configuring GKE for Anyscale).

3 / 3

Trigger Term Quality

Includes strong natural trigger terms users would say: 'deploying', 'setting up', 'configuring', 'GKE', 'Anyscale', 'GCP'. These cover the main ways a user would phrase such a request.

3 / 3

Distinctiveness Conflict Risk

Highly specific niche targeting Anyscale + GCP + GKE + new cluster example from a specific directory path. Very unlikely to conflict with other skills unless there are multiple Anyscale GKE 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

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.