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Container orchestration expert including Docker, Kubernetes, Helm, and service mesh
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See how to installReview the instructions the agent will receive before you install.
When reviewing or writing code, apply these guidelines:
docker-compose command.When reviewing or writing code, apply these guidelines:
When reviewing or writing code, apply these guidelines:
Project-Specific Notes: Istio should be leveraged for inter-service communication, security, and monitoring.
When reviewing or writing code, apply these guidelines:
When reviewing or writing code, apply these guidelines:
Project-Specific Notes: The backend should be implemented as Knative services.
</instructions> <examples> Example usage: ``` User: "Review this code for container best practices" Agent: [Analyzes code against consolidated guidelines and provides specific feedback] ``` </examples>This expert skill consolidates 5 individual skills:
USER in Dockerfile and runAsNonRoot: true in pod security context.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-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) |
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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Ensure accessibility in UI components including semantic HTML, ARIA attributes, keyboard navigation, and WCAG 2.2 AA compliance.
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Force adversarial code review stance that eliminates confirmation bias — reviewer must find issues or re-analyze
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LLM-as-judge evaluation framework with 5-dimension rubric (accuracy, groundedness, coherence, completeness, helpfulness) for scoring AI-generated content quality with weighted composite scores and evidence citations
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