II.
Domain JSON
Structured · livedomain:cloud-infra
Cloud Infrastructure json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "domain:cloud-infra",
"_kind": "Domain",
"_file": "domain/domains/cloud-infra.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Cloud Infrastructure",
"description": "Cloud Infrastructure domain — IaaS/PaaS provisioning across AWS, GCP,\nAzure, and similar clouds; networking, IAM, compute, storage.\n"
},
"outgoingEdges": [
{
"from": "domain:cloud-infra",
"to": "specialization:terraform-iac",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:api-gateway",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:blue-green-deployment",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:ci-runners",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:deployment-strategies",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:sidecar-pattern",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:vertical-scaling",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:auto-scaling",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:horizontal-scaling",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:aws",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:azure",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:gcp",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:immutable-infrastructure",
"kind": "contains"
},
{
"from": "domain:cloud-infra",
"to": "topic:infrastructure-as-code",
"kind": "contains"
}
],
"incomingEdges": [
{
"from": "language:powershell",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {}
},
{
"from": "role:site-reliability-engineer",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:sales-engineer",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "novice"
}
},
{
"from": "role:ml-ops-engineer",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:sre",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:data-engineer",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:ml-engineer",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:architect",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:it-ops-engineer",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:incident-commander",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:solutions-architect",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:solution-architect",
"to": "domain:cloud-infra",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "skill-area:deployment-automation",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:cloud-deployment",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:edge-rendering",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:immutable-infrastructure",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:cost-anomaly-detection",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:self-service-infrastructure",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:cost-engineering-cloud",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:FinOps",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:capacity-forecasting",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:multi-region-architecture",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:CDN-optimization",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:edge-computing-design",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:cdn-edge",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:serverless-compute",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:cloud-infrastructure",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:capacity-planning-ops",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "specialization:terraform-iac",
"to": "domain:cloud-infra",
"kind": "specializes"
},
{
"from": "stack-profile:terraform-landing-zone",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "stack-profile:disaster-recovery",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "stack-profile:infrastructure-cost-optimization",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "stack-profile:file-storage-object-gateway",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "stack-profile:hybrid-cloud-onprem",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "stack-profile:serverless-aws",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:serverless-architecture",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:sidecar-pattern",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:auto-scaling",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:horizontal-scaling",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:vertical-scaling",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:blue-green-deployment",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:deployment-strategies",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:ci-runners",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:twelve-factor-app",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:infrastructure-as-code",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:api-gateway",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:immutable-infrastructure",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:serverless-vs-containers",
"to": "domain:cloud-infra",
"kind": "belongs_to_domain"
},
{
"from": "topic:infrastructure-as-code-patterns",
"to": "domain:cloud-infra",
"kind": "belongs_to_domain"
},
{
"from": "topic:gitops-principles",
"to": "domain:cloud-infra",
"kind": "belongs_to_domain"
},
{
"from": "topic:aws",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:azure",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "topic:gcp",
"to": "domain:cloud-infra",
"kind": "applies_to"
},
{
"from": "workflow:data-pipeline-deployment",
"to": "domain:cloud-infra",
"kind": "applies_to_domain"
},
{
"from": "workflow:ml-model-lifecycle",
"to": "domain:cloud-infra",
"kind": "applies_to_domain"
},
{
"from": "workflow:budget-planning",
"to": "domain:cloud-infra",
"kind": "applies_to_domain"
},
{
"from": "workflow:capacity-planning",
"to": "domain:cloud-infra",
"kind": "applies_to_domain"
},
{
"from": "workflow:canary-deployment",
"to": "domain:cloud-infra",
"kind": "applies_to_domain"
},
{
"from": "workflow:vulnerability-management",
"to": "domain:cloud-infra",
"kind": "applies_to_domain"
},
{
"from": "tool-server:mcp-aws-s3",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-cloudflare",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-helm",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-terraform",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-aws-cdk",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-pulumi",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-aws-lambda",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-aws-cloudwatch",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-aws-sqs",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-aws-eventbridge",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-gcp-cloud-run",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-gcp-pubsub",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-azure-functions",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-azure-cosmos-db",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-azure-service-bus",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-aws-serverless",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-dynamodb",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "tool-server:mcp-pulumi-cloud",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {}
},
{
"from": "lib-agent:devops-sre-platform--cloud-architect",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--k8s-operator-development",
"to": "domain:cloud-infra",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 0.7
}
},
{
"from": "role:cloud-architect",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {}
},
{
"from": "role:storage-engineer",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {}
},
{
"from": "role:capacity-planner",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {}
},
{
"from": "role:head-of-platform",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {}
},
{
"from": "role:infrastructure-engineer",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {}
},
{
"from": "term:deployment-target",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {}
},
{
"from": "term:provider",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {}
},
{
"from": "term:service-level-agreement",
"to": "domain:cloud-infra",
"kind": "applies_to",
"attributes": {}
},
{
"from": "workflow:cloud-cost-optimization-review",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:api-gateway-migration",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:full-stack-system-reliability-review",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:multi-cloud-migration-assessment",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:etl-pipeline-cost-optimization",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:data-warehouse-cost-optimization",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:kubernetes-cost-optimization",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:gitops-config-drift-audit",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:disaster-recovery-failover-drill",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:green-it-infrastructure-review",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:cost-optimization",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:terraform-drift-remediation",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:cloud-cost-anomaly-detection",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:dns-migration",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:capacity-planning",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:infrastructure-cost-optimization",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:kubernetes-cluster-upgrade",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:iac-security-scanning",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:container-image-hardening",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:secret-rotation",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:capacity-planning",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:infrastructure-cost-optimization",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:kubernetes-cluster-upgrade",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:secret-rotation",
"to": "domain:cloud-infra",
"kind": "applies_to_domain",
"attributes": {}
}
]
}