Task

SkillCloud & infra

Reviews Kubernetes and application audit logging for AI agents, ensuring tamper-proof observability.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Task skill

What this skill tells your AI

The instructions your AI receives, as published by gke-labs/kube-agents in .agents/skills/review-security-k8s-agents-audit-logs/SKILL.md and read by ahel’s review.

Review manifests, logging architecture, and agent configs to guarantee tamper-proof, comprehensive logging of AI agent activities.

Checks

1. API Audit Coverage

  • Isolation: Require dedicated ServiceAccount per agent. Flag shared or default accounts.
  • Audit Policy: Ensure AuditPolicy captures all agent API requests (minimum Metadata level, prefer RequestResponse for mutations).

2. Tamper-Proof Architecture

  • Standard Streams: Require logging to stdout/stderr. Flag local disk logging.
  • Log Isolation: Agents MUST NOT have read/write/delete access to aggregated logs. Flag hostPath mounts to /var/log/containers or /var/log/pods.

3. Prompt & Output Auditing

  • Telemetry: Ensure deep application logging is enabled for full LLM prompts and raw outputs.
  • Tool Execution: Require exact input/output logging for all invoked tools (e.g. CLI, HTTP).
  • Data Scrubbing: Require scrubbing/masking of sensitive data (PII, secrets) before logs are written.

Signals

GitHub stars
54
Forks
36
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
review-security-k8s-agents-audit-logs
Source
github.com/gke-labs/kube-agents