II.
Specialization JSON
Structured · livespecialization:devops-sre-platform
specialization:devops-sre-platform json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:devops-sre-platform",
"_kind": "Specialization",
"_file": "domain/specializations/spec-tool-bridges.yaml",
"_cluster": "domain",
"attributes": {},
"outgoingEdges": [
{
"from": "specialization:devops-sre-platform",
"to": "tool:kubernetes",
"kind": "uses_tool"
},
{
"from": "specialization:devops-sre-platform",
"to": "tool:docker",
"kind": "uses_tool"
},
{
"from": "specialization:devops-sre-platform",
"to": "tool:terraform",
"kind": "uses_tool"
},
{
"from": "specialization:devops-sre-platform",
"to": "tool:helm",
"kind": "uses_tool"
},
{
"from": "specialization:devops-sre-platform",
"to": "tool:github-actions",
"kind": "uses_tool"
},
{
"from": "specialization:devops-sre-platform",
"to": "tool:prometheus",
"kind": "uses_tool"
},
{
"from": "specialization:devops-sre-platform",
"to": "tool:grafana",
"kind": "uses_tool"
},
{
"from": "specialization:devops-sre-platform",
"to": "tool:argocd",
"kind": "uses_tool"
},
{
"from": "specialization:devops-sre-platform",
"to": "domain:devops",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:devops",
"to": "specialization:devops-sre-platform",
"kind": "contains"
},
{
"from": "domain:edge-computing",
"to": "specialization:devops-sre-platform",
"kind": "contains"
},
{
"from": "domain:site-reliability",
"to": "specialization:devops-sre-platform",
"kind": "contains"
},
{
"from": "domain:developer-experience",
"to": "specialization:devops-sre-platform",
"kind": "contains"
},
{
"from": "role:observability-engineer",
"to": "specialization:devops-sre-platform",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:ml-ops-engineer",
"to": "specialization:devops-sre-platform",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:devops-engineer",
"to": "specialization:devops-sre-platform",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:platform-engineer",
"to": "specialization:devops-sre-platform",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:release-manager",
"to": "specialization:devops-sre-platform",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "skill-area:ci-cd-ml-pipelines",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:blockchain-node-network-setup",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:incident-response-forensics",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:gitops",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:blue-green-deployment",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:canary-rollouts",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:chaos-engineering",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:sli-slo-management",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:incident-response",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:observability-pipeline",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:service-mesh-config",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:k8s-rbac",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:secrets-rotation",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:GitOps-workflow",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:progressive-delivery",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:traffic-shifting",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:feature-flag-architecture",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:deployment-ring-strategy",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:immutable-infrastructure",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:infrastructure-testing",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:policy-as-code",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:compliance-as-code",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:service-catalog-management",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:capacity-forecasting",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:zero-downtime-deployment",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:container-hardening",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:certificate-management",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:secret-zero-bootstrap",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:monorepo-management",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:build-system-optimization",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-agent:devops-sre-platform--cicd-specialist",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--cloud-architect",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--dr-specialist",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--finops-expert",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--incident-commander",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--infra-architect",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--kubernetes-expert",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--observability-expert",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--platform-engineer",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--secops-expert",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--sre-expert",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--sre-lead",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--automaker-feature-pipeline",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--automaker-review-ship",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--claudekit-orchestrator",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--claudekit-safety-pipeline",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--ecc-security-pipeline",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--complete-milestone",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--ruflo-orchestrator",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--ruflo-security-audit",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--spec-kit-orchestrator",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--waterfall",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:collaboration--pr-lifecycle-hotfix",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:devops-sre-platform--auto-scaling",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--aws-systems-cost-reduction",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--aws-systems-discovery",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--azure-systems-cost-reduction",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--azure-systems-discovery",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--backup-restore-automation",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--cicd-pipeline-setup",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--cloud-chaos-monkey",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--cloud-ha-architecture-plan",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--container-image-management",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--cost-optimization",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--disaster-recovery-plan",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--error-budget-management",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--gcp-systems-cost-reduction",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--gcp-systems-discovery",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--iac-implementation",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--iac-testing",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--idp-setup",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--incident-response",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--kubernetes-setup",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--log-aggregation",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--monitoring-setup",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--oncall-setup",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--pipeline-optimization",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--post-deploy-visual-check",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--secrets-management",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--security-scanning",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--service-mesh",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--slo-sli-tracking",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--aws-cloud",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--azure-cloud",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--blue-green-deployment",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--cicd-pipelines",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--cloud-cost-analysis",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--container-images",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--gcp-cloud",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--generating-aws-diagrams",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--generating-gcp-diagrams",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--gitops",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--helm-charts",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--incident-platforms",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--k8s-operator-development",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--kubernetes-ops",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--log-analysis",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--observability-pipeline",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--prometheus-grafana",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--secrets-management",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--service-mesh",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--task-scheduling-cron-jobs",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--terraform-iac",
"to": "specialization:devops-sre-platform",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "page:library-devops-sre-platform",
"to": "specialization:devops-sre-platform",
"kind": "documents"
}
]
}