{
  "id": "role:devops-engineer",
  "_kind": "Role",
  "_file": "domain/products/krate-connectivity.yaml",
  "_cluster": "domain",
  "attributes": {},
  "outgoingEdges": [
    {
      "from": "role:devops-engineer",
      "to": "platform:krate",
      "kind": "applies_to",
      "attributes": {
        "notes": "DevOps engineers configure CI pipelines and GitOps on Krate"
      }
    },
    {
      "from": "role:devops-engineer",
      "to": "responsibility:deployment-management",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:devops-engineer",
      "to": "responsibility:on-call",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:devops-engineer",
      "to": "responsibility:capacity-planning",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:devops-engineer",
      "to": "responsibility:disaster-recovery",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:devops-engineer",
      "to": "domain:devops",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "role:devops-engineer",
      "to": "specialization:devops-sre-platform",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "role:devops-engineer",
      "to": "specialization:terraform-iac",
      "kind": "requires_skill",
      "attributes": {
        "level": "intermediate"
      }
    },
    {
      "from": "role:devops-engineer",
      "to": "specialization:k8s-ops",
      "kind": "requires_skill",
      "attributes": {
        "level": "intermediate"
      }
    },
    {
      "from": "role:devops-engineer",
      "to": "skill-area:gitops",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:devops-engineer",
      "to": "skill-area:blue-green-deployment",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:devops-engineer",
      "to": "skill-area:canary-rollouts",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:devops-engineer",
      "to": "skill-area:containerization",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:devops-engineer",
      "to": "skill-area:terraform-infrastructure",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:devops-engineer",
      "to": "skill-area:k8s-operator-development",
      "kind": "requires_expertise",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:krate-platform",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "workflow:krate-dispatch-agent",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "stack-profile:coding-agent-platform",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:kubernetes-platform-engineering",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:security-operations",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:cicd-platform",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:cli-tool-suite",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:job-queue-worker-pool",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:supply-chain-visibility",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:logistics-fleet-management",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:log-analytics-elk",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:gitops-deployment",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:container-registry-scanning",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:secrets-management",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:webhook-processing",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:incident-management-platform",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:runbook-automation",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:release-orchestration",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:vulnerability-management-platform",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:slack-discord-bot",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:rust-cli-stack",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "stack-profile:serverless-aws",
      "to": "role:devops-engineer",
      "kind": "used_by_role"
    },
    {
      "from": "workflow:data-pipeline-deployment",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:dependency-update",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:incident-response",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:on-call-rotation",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:capacity-planning",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:change-management",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:post-mortem-review",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:release-management",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:hotfix-deployment",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:feature-flag-rollout",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:canary-deployment",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:rollback-procedure",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:vulnerability-management",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:cross-platform-testing",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:load-testing-cycle",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:framework-upgrade-cycle",
      "to": "role:devops-engineer",
      "kind": "involves_role"
    },
    {
      "from": "lib-agent:code-migration-modernization--build-pipeline-migrator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--cloud-migration-engineer",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--configuration-centralization-agent",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--cost-optimization-agent",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--cutover-coordinator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--infrastructure-migration-agent",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--observability-migration-agent",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--operational-readiness-agent",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--rollback-specialist",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:code-migration-modernization--serverless-migration-specialist",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:cryptography-blockchain--blockchain-infra",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:devops-sre-platform--cicd-specialist",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:devops-sre-platform--finops-expert",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:devops-sre-platform--kubernetes-expert",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:devops-sre-platform--observability-expert",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:devops-sre-platform--secops-expert",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:bioinformatics--bioinformatics-devops-engineer",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:game-development--build-engineer",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:qa-testing-automation--cicd-test-integration",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:qa-testing-automation--test-environment-expert",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:software-architecture--devops-architect",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:web-development--ci-cd",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:web-development--container",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:web-development--deployment",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--bug-report",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--bugfix",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--cleanup-runs",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--contribute",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--documentation-contribute-answer",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--documentation-question",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--feature-harness-integration-contribute",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--feature-implementation-contribute",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--feature-request",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--library-contribution",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--project-install",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--user-install",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:shared--automaker-feature-pipeline",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--automaker-review-ship",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--claudekit-orchestrator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--claudekit-safety-pipeline",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--ecc-security-pipeline",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--complete-milestone",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--ruflo-orchestrator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--ruflo-security-audit",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--spec-kit-orchestrator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--waterfall",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--cost-optimization-llm",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--auto-scaling",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--aws-systems-cost-reduction",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--aws-systems-discovery",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--azure-systems-cost-reduction",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--azure-systems-discovery",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--backup-restore-automation",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--cicd-pipeline-setup",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--container-image-management",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--cost-optimization",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--gcp-systems-cost-reduction",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--gcp-systems-discovery",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--iac-implementation",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--iac-testing",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--kubernetes-setup",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--log-aggregation",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--monitoring-setup",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--pipeline-optimization",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--post-deploy-visual-check",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--secrets-management",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--security-scanning",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:observability--incident-lifecycle",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:qa-testing-automation--continuous-testing",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:qa-testing-automation--environment-management",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:software-architecture--devops-architecture-alignment",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:web-development--aws-amplify-deployment",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:web-development--cicd-github-actions",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:web-development--docker-containerization",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--build-system-migrator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--cloud-cost-estimator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--cloud-readiness-assessor",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--configuration-migrator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--containerization-assistant",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--iac-generator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--logging-migrator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--rollback-automation-skill",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:cryptography-blockchain--node-operations",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--aws-cloud",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--azure-cloud",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--blue-green-deployment",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--cicd-pipelines",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--cloud-cost-analysis",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--container-images",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--gcp-cloud",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--gitops",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--helm-charts",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--incident-platforms",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--k8s-operator-development",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--kubernetes-ops",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--log-analysis",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--observability-pipeline",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--prometheus-grafana",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--secrets-management",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--task-scheduling-cron-jobs",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--terraform-iac",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:bioinformatics--singularity-container-manager",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:game-development--dedicated-server",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:qa-testing-automation--docker-test-environments",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:security-compliance--aws-security-scanner",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:security-compliance--azure-security-scanner",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:security-compliance--container-security-scanner",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:security-compliance--dependency-scanner",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:security-compliance--gcp-security-scanner",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:security-compliance--iac-security-scanner",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:security-compliance--sast-analyzer",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:security-compliance--secret-detection-scanner",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:software-architecture--k8s-validator",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:web-development--docker-web",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:web-development--github-actions-web",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:web-development--yaml",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "org-unit:infra-engineering",
      "to": "role:devops-engineer",
      "kind": "has_member",
      "attributes": {}
    },
    {
      "from": "org-unit:engineering-productivity",
      "to": "role:devops-engineer",
      "kind": "has_member",
      "attributes": {}
    },
    {
      "from": "org-unit:internal-tools",
      "to": "role:devops-engineer",
      "kind": "has_member",
      "attributes": {}
    },
    {
      "from": "responsibility:on-call-rotation",
      "to": "role:devops-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "responsibility:cost-optimization",
      "to": "role:devops-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "responsibility:dx-tooling-maintenance",
      "to": "role:devops-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "responsibility:developer-onboarding",
      "to": "role:devops-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "responsibility:cost-optimization-cloud",
      "to": "role:devops-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "responsibility:secret-rotation-cadence",
      "to": "role:devops-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "responsibility:on-call-handoff",
      "to": "role:devops-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "responsibility:k8s-cluster-upgrade",
      "to": "role:devops-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "responsibility:terraform-state-mgmt",
      "to": "role:devops-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "workflow:gitops-config-drift-audit",
      "to": "role:devops-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:helm-chart-promotion",
      "to": "role:devops-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:cost-optimization",
      "to": "role:devops-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:blue-green-deployment",
      "to": "role:devops-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ci-pipeline-cost-optimization",
      "to": "role:devops-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:synthetic-monitoring-maintenance",
      "to": "role:devops-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:internal-developer-platform-catalog-review",
      "to": "role:devops-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:artifact-signing-and-provenance",
      "to": "role:devops-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:rollback-runbook-validation",
      "to": "role:devops-engineer",
      "kind": "involves_role",
      "attributes": {}
    }
  ]
}