Vertex Engine Inspector

关于

This skill serves as an expert auditor for Google Cloud's Vertex AI Agent Engine, providing comprehensive health checks and security evaluations for deployed agents. It systematically analyzes runtime configurations, validates the Code Execution Sandbox and Memory Bank settings, and ensures strict compliance with the A2A protocol. By generating detailed production readiness scores across security, performance, and reliability categories, it empowers developers to identify configuration drift, optimize performance metrics, and deploy AI agents with high confidence.

主要功能

• Automated A2A protocol compliance reporting for AgentCard and Task APIs
• Comprehensive validation of Code Execution Sandbox and Memory Bank configurations
• 706 GitHub stars
• Security posture auditing including IAM roles, VPC Service Controls, and Model Armor
• Performance analysis covering latency, error rates, and resource utilization
• Production readiness scoring based on a weighted matrix of critical deployment checks

使用场景

• Pre-production deployment validation and production readiness scoring
• Troubleshooting agent performance issues and monitoring runtime health
• Security compliance auditing and IAM least-privilege verification