What specifically does this skill validate in Vertex AI?

It validates four core areas: Security (IAM, VPC, encryption), Monitoring (dashboards, alerts), Performance (scaling, latency), and Compliance (audit logs, data residency).

Can I use this for non-GCP AI deployments?

Currently, this skill is specifically optimized for Vertex AI Agent Engine and Google Cloud Platform infrastructure patterns.

Does this skill require write access to my cloud environment?

No, the skill uses read-only tools like Grep, Glob, and Bash to perform analysis, ensuring it can audit your environment without making unauthorized changes.

How is the readiness score calculated?

The skill generates a weighted score from 0-100% based on the criticality of the checks passed, providing a clear metric for whether a deployment is safe for production.

Vertex AI Production Validator

Name: Vertex AI Production Validator
Author: Brmbobo

byBrmbobo

安全与测试

Validates Vertex AI Agent Engine deployments for production readiness across security, compliance, monitoring, and performance metrics.

关于

The Vertex AI Production Validator is a specialized tool designed to ensure AI agent deployments meet rigorous enterprise standards before moving to production. It performs automated analysis of GCP environments to verify IAM least-privilege roles, VPC Service Controls, encryption settings, and resource scaling configurations. By analyzing your infrastructure and code, it generates a comprehensive readiness score (0-100%) and provides specific, actionable recommendations to mitigate security risks and ensure high availability for Vertex AI applications.

主要功能

0 GitHub stars
Performance assessment including auto-scaling and resource limit validation
Monitoring verification for Cloud Monitoring, alerting, and latency SLOs
Security auditing for IAM roles, VPC controls, and encryption configurations
Compliance checking for data residency and audit logging requirements
Automated readiness scoring with weighted recommendations

使用场景

Ensuring GCP infrastructure follows enterprise compliance and data residency standards
Conducting a pre-production security audit for Vertex AI deployments
Verifying monitoring and alerting coverage for production AI agents

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add brmbobo/web2podcast validator-expert

For use in Claude.ai and ChatGPT

Download Skill

GitHub

关于