container-expert

When reviewing or writing code, apply these guidelines:

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Install skill "container-expert" with this command: npx skills add oimiragieo/agent-studio/oimiragieo-agent-studio-container-expert

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:

  • 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:

  • 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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

Source Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

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