II.
SkillArea JSON
Structured · liveskill-area:containerization
skill-area:containerization json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:containerization",
"_kind": "SkillArea",
"_file": "domain/products/krate-connectivity.yaml",
"_cluster": "domain",
"attributes": {},
"outgoingEdges": [
{
"from": "skill-area:containerization",
"to": "platform:krate",
"kind": "applies_to",
"attributes": {
"confidence": "secondary",
"notes": "All Krate components and agent jobs run as containers"
}
},
{
"from": "skill-area:containerization",
"to": "domain:devops",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:containerization",
"to": "tool:docker",
"kind": "uses_tool"
},
{
"from": "skill-area:containerization",
"to": "tool:podman",
"kind": "uses_tool"
},
{
"from": "skill-area:containerization",
"to": "tool:colima",
"kind": "uses_tool"
},
{
"from": "skill-area:containerization",
"to": "tool:tilt",
"kind": "uses_tool"
},
{
"from": "skill-area:containerization",
"to": "tool:skaffold",
"kind": "uses_tool"
}
],
"incomingEdges": [
{
"from": "skill-area:deployment-infrastructure-management",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "skill-area:ci-cd",
"to": "skill-area:containerization",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:immutable-infrastructure",
"to": "skill-area:containerization",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "skill-area:cloud-infrastructure",
"to": "skill-area:containerization",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "stack-profile:kubernetes-platform-engineering",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:cicd-platform",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:internal-dashboard",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:fintech-payments-platform",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:high-perf-api-server",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:job-queue-worker-pool",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:grpc-microservice-mesh",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:auth-identity-platform",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:log-analytics-elk",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:gitops-deployment",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:service-mesh",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:container-registry-scanning",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:e2e-testing-platform",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:performance-testing",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:api-mocking-simulation",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:inventory-management",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:enterprise-service-bus",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:government-portal",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:live-streaming-broadcast",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:online-exam-assessment",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:lab-information-system",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:runbook-automation",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:release-orchestration",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:file-storage-object-gateway",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:pdf-generation-service",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:haskell-web-service",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:scala-akka-microservice",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:ocaml-web-backend",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:zig-systems-service",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:crystal-web-app",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:julia-data-service",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:fsharp-web-api",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:nim-microservice",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:clojure-ring-service",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:clean-architecture-stack",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:hybrid-cloud-onprem",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:ml-pipeline-stack",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
},
{
"from": "tool:docker",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:docker",
"to": "skill-area:containerization",
"kind": "used_for",
"attributes": {}
},
{
"from": "tool:podman",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:tilt",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:skaffold",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:colima",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:colima",
"to": "skill-area:containerization",
"kind": "used_for",
"attributes": {}
},
{
"from": "tool:docker-compose",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:docker-compose",
"to": "skill-area:containerization",
"kind": "used_for",
"attributes": {}
},
{
"from": "tool:k3s",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:kind",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:kind",
"to": "skill-area:containerization",
"kind": "used_for",
"attributes": {}
},
{
"from": "tool:minikube",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:minikube",
"to": "skill-area:containerization",
"kind": "used_for",
"attributes": {}
},
{
"from": "tool:rancher",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:nomad",
"to": "skill-area:containerization",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "skill:dockerization",
"to": "skill-area:containerization",
"kind": "addresses",
"attributes": {}
},
{
"from": "lib-agent:code-migration-modernization--cloud-migration-engineer",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:bioinformatics--bioinformatics-devops-engineer",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:bioinformatics--reproducibility-engineer",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:qa-testing-automation--test-environment-expert",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--container",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--automaker-feature-pipeline",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--automaker-review-ship",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--claudekit-orchestrator",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--claudekit-safety-pipeline",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--ecc-security-pipeline",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--complete-milestone",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--ruflo-orchestrator",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--ruflo-security-audit",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--spec-kit-orchestrator",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--waterfall",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:devops-sre-platform--container-image-management",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:qa-testing-automation--environment-management",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--docker-containerization",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:code-migration-modernization--cloud-readiness-assessor",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:code-migration-modernization--containerization-assistant",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--container-images",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--kubernetes-ops",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:bioinformatics--nextflow-pipeline-executor",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:bioinformatics--singularity-container-manager",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:bioinformatics--snakemake-workflow-manager",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:qa-testing-automation--docker-test-environments",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:web-development--docker-web",
"to": "skill-area:containerization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "role:cloud-architect",
"to": "skill-area:containerization",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:devops-engineer",
"to": "skill-area:containerization",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:build-engineer",
"to": "skill-area:containerization",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:infrastructure-engineer",
"to": "skill-area:containerization",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:ml-infrastructure-engineer",
"to": "skill-area:containerization",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "workflow:multi-cloud-migration-assessment",
"to": "skill-area:containerization",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:ci-cd-pipeline-migration",
"to": "skill-area:containerization",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:kubernetes-cost-optimization",
"to": "skill-area:containerization",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:green-it-infrastructure-review",
"to": "skill-area:containerization",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:container-image-hardening",
"to": "skill-area:containerization",
"kind": "requires_skill_area",
"attributes": {}
}
]
}