II.
SkillArea JSON
Structured · liveskill-area:deployment-infrastructure-management
Deployment and Infrastructure Management json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:deployment-infrastructure-management",
"_kind": "SkillArea",
"_file": "domain/skill-areas/curated-skill-areas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Deployment and Infrastructure Management",
"description": "Planning and operating application delivery infrastructure - environments,\npromotion flows, deployment automation, rollback safety, and runtime ops.\n",
"domains": [
"domain:devops"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:deployment-infrastructure-management",
"to": "domain:devops",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:deployment-infrastructure-management",
"to": "skill-area:containerization",
"kind": "requires_skill_area"
}
],
"incomingEdges": [
{
"from": "skill-area:ci-cd-ml-pipelines",
"to": "skill-area:deployment-infrastructure-management",
"kind": "requires_skill_area"
},
{
"from": "skill-area:ci-cd",
"to": "skill-area:deployment-infrastructure-management",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "lib-agent:cli-mcp-development--binary-packaging-expert",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--package-manager-publisher",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:cli-mcp-development--release-automation-expert",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:code-migration-modernization--build-pipeline-migrator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:code-migration-modernization--configuration-centralization-agent",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:code-migration-modernization--cost-optimization-agent",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:code-migration-modernization--cutover-coordinator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:code-migration-modernization--rollback-specialist",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:cryptography-blockchain--blockchain-infra",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--artifact-distribution-specialist",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--desktop-ci-architect",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--linux-packaging-expert",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--release-manager",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--update-security-analyst",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:devops-sre-platform--cicd-specialist",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:education--learning-technology-administrator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:game-development--build-engineer",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:mobile-development--mobile-devops",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:qa-testing-automation--cicd-test-integration",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:software-architecture--devops-architect",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:technical-documentation--docs-platform-engineer",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:web-development--ci-cd",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:web-development--deployment",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--aws-systems-discovery",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--azure-systems-discovery",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--cicd-pipeline-setup",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--gcp-systems-discovery",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--kubernetes-setup",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:devops-sre-platform--pipeline-optimization",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--post-deploy-visual-check",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:software-architecture--cloud-architecture-design",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--aws-amplify-deployment",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--cicd-github-actions",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:web-development--serverless-api-lambda",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:web-development--vercel-deployment",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:cli-mcp-development--chocolatey-package-generator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--goreleaser-setup",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--homebrew-formula-generator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--npm-publish-config",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--pyinstaller-config",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:cli-mcp-development--scoop-manifest-generator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:code-migration-modernization--build-system-migrator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:code-migration-modernization--cloud-cost-estimator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:code-migration-modernization--rollback-automation-skill",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:cryptography-blockchain--node-operations",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--appimage-builder",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--deb-package-builder",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--dmg-creator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--dotnet-clickonce-config",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--electron-auto-updater-setup",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--macos-notarization-workflow",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--macos-sparkle-config",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--msix-package-generator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--nsis-installer-generator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--qt-installer-framework-config",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--rpm-spec-generator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--snap-yaml-generator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--swift-package-manager-config",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--wix-toolset-config",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:devops-sre-platform--container-images",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:devops-sre-platform--generating-aws-diagrams",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--generating-gcp-diagrams",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--helm-charts",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:education--lms-configuration-administration",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:game-development--dedicated-server",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:mobile-development--fastlane-cicd",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:sdk-platform-development--api-gateway-configurator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:sdk-platform-development--cicd-pipeline-generator",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:sdk-platform-development--package-publisher",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:web-development--aws-amplify",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:web-development--docker-web",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:web-development--github-actions-web",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:web-development--netlify",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:web-development--vercel",
"to": "skill-area:deployment-infrastructure-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
}
]
}