{
  "id": "skill-area:gitops",
  "_kind": "SkillArea",
  "_file": "domain/products/krate-connectivity.yaml",
  "_cluster": "domain",
  "attributes": {},
  "outgoingEdges": [
    {
      "from": "skill-area:gitops",
      "to": "platform:krate",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary",
        "notes": "GitOps principles underpin Krate's design philosophy"
      }
    },
    {
      "from": "skill-area:gitops",
      "to": "specialization:devops-sre-platform",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:gitops",
      "to": "tool:argocd",
      "kind": "uses_tool"
    },
    {
      "from": "skill-area:gitops",
      "to": "tool:flux",
      "kind": "uses_tool"
    },
    {
      "from": "skill-area:gitops",
      "to": "tool:kubernetes",
      "kind": "uses_tool"
    },
    {
      "from": "skill-area:gitops",
      "to": "tool:jenkins",
      "kind": "uses_tool"
    },
    {
      "from": "skill-area:gitops",
      "to": "skill-area:blue-green-deployment",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:gitops",
      "to": "skill-area:canary-rollouts",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:gitops-deployment",
      "to": "skill-area:gitops",
      "kind": "related_to",
      "attributes": {}
    },
    {
      "from": "skill-area:deployment-automation",
      "to": "skill-area:gitops",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:GitOps-workflow",
      "to": "skill-area:gitops",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "stack-profile:kubernetes-platform-engineering",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:cicd-platform",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:gitops-deployment",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:release-orchestration",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area"
    },
    {
      "from": "tool:jenkins",
      "to": "skill-area:gitops",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:kubernetes",
      "to": "skill-area:gitops",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:argocd",
      "to": "skill-area:gitops",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:argocd",
      "to": "skill-area:gitops",
      "kind": "used_for",
      "attributes": {}
    },
    {
      "from": "tool:flux",
      "to": "skill-area:gitops",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:flux",
      "to": "skill-area:gitops",
      "kind": "used_for",
      "attributes": {}
    },
    {
      "from": "tool:crossplane",
      "to": "skill-area:gitops",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:helmfile",
      "to": "skill-area:gitops",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:helmfile",
      "to": "skill-area:gitops",
      "kind": "used_for",
      "attributes": {}
    },
    {
      "from": "skill:terraform-iac",
      "to": "skill-area:gitops",
      "kind": "addresses",
      "attributes": {}
    },
    {
      "from": "skill:cicd-pipeline-design",
      "to": "skill-area:gitops",
      "kind": "addresses",
      "attributes": {}
    },
    {
      "from": "lib-agent:code-migration-modernization--rollback-specialist",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:devops-sre-platform--platform-engineer",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--automaker-feature-pipeline",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--automaker-review-ship",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--claudekit-orchestrator",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--claudekit-safety-pipeline",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--ecc-security-pipeline",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--complete-milestone",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--ruflo-orchestrator",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--ruflo-security-audit",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--spec-kit-orchestrator",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--waterfall",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--branch-policies",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--conflict-resolver",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--draft-pr-policy",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--issue-linking",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--issue-only-no-direct-commits",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--label-taxonomy",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--pr-comment-response",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-comment-response",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-feature",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-hotfix",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-router",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--pr-policies",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:collaboration--producer",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--rollback-automation-skill",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--cicd-pipelines",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--gitops",
      "to": "skill-area:gitops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "role:platform-engineer",
      "to": "skill-area:gitops",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:release-manager-bot",
      "to": "skill-area:gitops",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:devops-engineer",
      "to": "skill-area:gitops",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "workflow:developer-productivity-index-review",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ci-cd-pipeline-migration",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:local-dev-environment-setup",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:monorepo-toolchain-update",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:gitops-config-drift-audit",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:helm-chart-promotion",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:game-asset-pipeline-optimization",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:game-build-pipeline",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:terraform-drift-remediation",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:mobile-app-store-submission",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:mobile-release-train",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:developer-onboarding-time-to-first-deploy",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ci-pipeline-cost-optimization",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:engineer-onboarding",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:oss-contribution-review",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:license-compliance-audit",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:community-release",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:feature-flag-lifecycle",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:release-readiness-checklist",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:artifact-signing-and-provenance",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:release-coordination",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:engineer-onboarding",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:release-coordination",
      "to": "skill-area:gitops",
      "kind": "requires_skill_area",
      "attributes": {}
    }
  ]
}