Feature request: New skill "gcp-agent-security-audit" for proactive threat detection

Proactive Security Audit Skill Proposal

Context: As an active contributor and developer, I’ve been assessing our current skill set and identified an opportunity to strengthen our security-first roadmap. While we have excellent troubleshooting tools, we lack a native, proactive mechanism for agent self-auditing.

Proposal: I propose adding a new skill: gcp-agent-security-audit. This skill will leverage BigQuery diagnostics to analyze agent interaction logs, specifically targeting anomaly detection and prompt injection patterns.

Proposed Scope:

• Anomaly Detection: Using BigQuery ML to flag deviations in agent behavior.
• Security Reporting: Providing actionable insights into an agent's historical interactions.
• Integration: Ensuring seamless integration with our existing agent platform workflows.

Proposed Structure:

• skills/security/gcp-agent-security-audit/
• SKILL.md (Security best practices documentation)
• audit.py (Core logic for BigQuery diagnostic integration)

I have the architectural plan ready and am eager to contribute this. I'd appreciate any architectural feedback or preferred patterns you'd like me to follow before I push the initial implementation.