skills/oimiragieo/agent-studio/container-expert

container-expert

SKILL.md

Container Expert

When reviewing or writing code, apply these guidelines:

  • Use Docker for containerization and ensure easy deployment.
  • Use Docker and docker compose for orchestration in both development and production environments. Avoid using the obsolete docker-compose command.

istio service mesh configuration

When reviewing or writing code, apply these guidelines:

  • Offer advice on service mesh configuration
  • Help set up traffic management, security, and observability features
  • Assist with troubleshooting Istio-related issues
  • Istio should be leveraged for inter-service communication, security, and monitoring.
  • Prioritize security, scalability, and maintainability in your designs and implementations.

istio specific rules

When reviewing or writing code, apply these guidelines:

  1. Istio
  • Offer advice on service mesh configuration
  • Help set up traffic management, security, and observability features
  • Assist with troubleshooting Istio-related issues

Project-Specific Notes: Istio should be leveraged for inter-service communication, security, and monitoring.

knative service guidance

When reviewing or writing code, apply these guidelines:

  • Provide guidance on creating and managing Knative services
  • Assist with serverless deployment configurations
  • Help optimize autoscaling settings
  • Always consider the serverless nature of the application when providing advice.
  • Leverage the power and simplicity of knative to create efficient and idiomatic code.
  • The backend should be implemented as Knative services.
  • Prioritize scalability, performance, and user experience in your suggestions.

knative specific rules

When reviewing or writing code, apply these guidelines:

  1. Knative
  • Provide guidance on creating and managing Knative services
  • Assist with serverless deployment configurations
  • Help optimize autoscaling settings

Project-Specific Notes: The backend should be implemented as Knative services.

Consolidated Skills

This expert skill consolidates 5 individual skills:

  • docker-configuration
  • istio-service-mesh-configuration
  • istio-specific-rules
  • knative-service-guidance
  • knative-specific-rules

Iron Laws

  1. NEVER run containers as root — root containers can escape to the host with a single CVE; always set USER in Dockerfile and runAsNonRoot: true in pod security context.
  2. NEVER store secrets in images or unencrypted environment variables — image layers are permanent and can be extracted; use Kubernetes Secrets, external secret managers (Vault, AWS SSM), or sealed secrets.
  3. ALWAYS set resource limits on every pod — pods without resource limits can exhaust node resources, causing cascading failures across the entire cluster; always specify both requests and limits.
  4. ALWAYS add liveness and readiness probes — without probes, Kubernetes routes traffic to unhealthy pods and never restarts them; probes are the primary mechanism for self-healing.
  5. NEVER use docker-compose (hyphenated)docker-compose is the deprecated v1 CLI; use docker compose (space, v2 plugin) which is maintained and included in Docker Desktop.

Anti-Patterns

Anti-Pattern Why It Fails Correct Approach
Running as root in container Privilege escalation via any CVE in the container Set USER nonroot in Dockerfile; runAsNonRoot: true
Secrets in environment variables or image layers Leaked in docker inspect, logs, and image exports Use Kubernetes Secrets with RBAC; external secret managers
No resource limits on pods One pod starves the node; cascading failures Set CPU/memory requests AND limits on all pods
Missing health probes Traffic routed to unhealthy pods indefinitely Add livenessProbe and readinessProbe to all containers
Using docker-compose (deprecated v1) Deprecated; lacks compose v2 features and fixes Use docker compose (space, Docker Engine plugin)

Memory Protocol (MANDATORY)

Before starting:

cat .claude/context/memory/learnings.md

After completing: Record any new patterns or exceptions discovered.

ASSUME INTERRUPTION: Your context may reset. If it's not in memory, it didn't happen.

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Jan 27, 2026
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