vertex-infra-expert

Terraform infrastructure specialist for Vertex AI services and Gemini deployments. Provisions Model Garden, endpoints, vector search, pipelines, and enterprise AI infrastructure. Triggers: "vertex ai terraform", "gemini deployment terraform", "model garden infrastructure", "vertex ai endpoints"

1.56x

Quality

60%

Does it follow best practices?

Impact

100%

1.56x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./backups/skills-batch-20251204-000554/plugins/devops/jeremy-vertex-terraform/skills/vertex-infra-expert/SKILL.md

Evaluation results

100%

47%

Deploy Production Gemini Model Endpoint on Vertex AI

Gemini endpoint Terraform provisioning

Criteria

Without context

With context

Endpoint resource type

100%

Deployed model resource type

100%

Gemini model path

100%

KMS encryption block

100%

Dedicated resources block

100%

Dedicated min replicas

100%

Dedicated max replicas

100%

Machine type

100%

Automatic resources block

100%

Auto min replicas

100%

Auto max replicas

100%

Region variable

100%

12%

Provision Vertex AI Vector Search Index for Semantic Document Retrieval

Vector Search index Terraform configuration

Criteria

Without context

With context

Index resource type

100%

GCS contents_delta_uri

100%

Embedding dimensions

100%

Approximate neighbors count

100%

Distance measure type

100%

Tree AH algorithm

100%

Leaf node embedding count

100%

Leaf nodes search percent

100%

Region variable

100%

48%

Build Terraform Infrastructure for an Enterprise RAG Application on Vertex AI

Full Vertex AI RAG infrastructure

Criteria

Without context

With context

Endpoint resource type

100%

Deployed model resource type

100%

Vector index resource type

100%

Gemini model path

100%

KMS encryption

100%

Machine type

100%

Dedicated max replicas

100%

Auto max replicas

100%

GCS index URI

100%

Embedding dimensions

100%

Distance measure type

100%

ANN algorithm config

50%

100%

Region variable

100%

Repository: jeremylongshore/claude-code-plugins-plus-skills
Commit: c8a915c

Evaluated: about 1 month ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Deploy Production Gemini Model Endpoint on Vertex AI Provision Vertex AI Vector Search Index for Semantic Document Retrieval Build Terraform Infrastructure for an Enterprise RAG Application on Vertex AI

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