validator-expert
Validate production readiness of Vertex AI Agent Engine deployments across security, monitoring, performance, compliance, and best practices. Generates weighted scores (0-100%) with actionable recommendations. Use when asked to "validate deploymen... Trigger with phrases like 'validate', 'check', or 'verify'.
Security Assessment
About validator-expert
The validator-expert skill is designed to assess the production readiness of Vertex AI Agent Engine deployments before they are promoted to live environments. It addresses the common challenge of ensuring that AI deployments meet organizational standards across security, compliance, monitoring, and performance without relying solely on manual reviews. By applying a consistent validation checklist, the skill helps teams identify gaps early, reduce deployment risk, and make informed go/no-go decisions for production releases. It is intended to be triggered during validation or verification workflows, especially when production readiness, security audits, or compliance checks are required.
At its core, this skill performs structured validations across multiple critical dimensions. It evaluates security configurations such as IAM role design, encryption at rest, VPC Service Controls, secret management, and service account usage. It also reviews monitoring readiness, including dashboards, alerting policies, error rate tracking, latency objectives, and token usage visibility. Performance-related checks cover auto-scaling, resource limits, caching strategies, and runtime configurations like sandbox TTLs and memory retention. In addition, the skill validates compliance requirements such as audit logging, data residency, privacy considerations, and backup or disaster recovery readiness. The output includes weighted scores on a 0–100% scale and actionable recommendations, enabling clear prioritization of remediation steps.
Typical use cases include pre-production validation of Vertex AI deployments, internal security or compliance reviews, and readiness checks for Agent Development Kit (ADK)–based agents. The primary users are platform engineers, MLOps engineers, security teams, and technical leads responsible for approving or operating production AI systems. It is also useful for organizations that want to standardize validation practices across teams and projects while maintaining a read-only, analysis-focused approach that minimizes risk to existing environments.
FAQ
When should I use the validator-expert skill?
You should use it when validating or verifying the production readiness of a Vertex AI deployment, especially before approving a release to production.
What platforms or deployments does this skill support?
The skill is focused on Vertex AI Agent Engine deployments, including checks relevant to ADK-based agents.
Does this skill modify or fix configuration issues automatically?
No. It performs read-only analysis and provides scores and recommendations, but remediation must be applied manually.
What permissions or prerequisites are required to use this skill?
Appropriate file access permissions and required dependencies must be available so the skill can analyze configurations using read-only tools.
Install validator-expert
Quick Setup:
- Copy the skill folder to
.claude/skills/ - Claude will automatically detect and use the skill