II.
SkillArea JSON
Structured · liveskill-area:observability-pipeline
Observability Pipeline json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:observability-pipeline",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-devops-sre.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Observability Pipeline",
"description": "Designing telemetry pipelines for metrics/logs/traces — collectors,\nrouting, sampling, redaction, and cost control.\n",
"domains": [
"specialization:devops-sre-platform",
"domain:observability"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:observability-pipeline",
"to": "specialization:devops-sre-platform",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:observability-pipeline",
"to": "tool:opentelemetry-collector",
"kind": "uses_tool"
},
{
"from": "skill-area:observability-pipeline",
"to": "tool:fluent-bit",
"kind": "uses_tool"
},
{
"from": "skill-area:observability-pipeline",
"to": "tool:prometheus",
"kind": "uses_tool"
},
{
"from": "skill-area:observability-pipeline",
"to": "tool:grafana",
"kind": "uses_tool"
}
],
"incomingEdges": [
{
"from": "skill-area:agent-debugging-logging",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area"
},
{
"from": "skill-area:security-monitoring-siem",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area"
},
{
"from": "skill-area:performance-monitoring-profiling",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area"
},
{
"from": "skill-area:model-monitoring-drift-detection",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area"
},
{
"from": "skill-area:observability-instrumentation",
"to": "skill-area:observability-pipeline",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "stack-part:logging",
"to": "skill-area:observability-pipeline",
"kind": "stack_part_used_by",
"attributes": {}
},
{
"from": "tool:datadog",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:grafana",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:honeycomb",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:prometheus",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:opentelemetry-collector",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:fluent-bit",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:opensearch",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:jaeger",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:zipkin",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:opentelemetry",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:loki",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:tempo",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:vector",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:fluentd",
"to": "skill-area:observability-pipeline",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "skill:babysitter-doctor",
"to": "skill-area:observability-pipeline",
"kind": "addresses",
"attributes": {}
},
{
"from": "skill:babysitter-observe",
"to": "skill-area:observability-pipeline",
"kind": "addresses",
"attributes": {}
},
{
"from": "lib-agent:devops-sre-platform--cloud-architect",
"to": "skill-area:observability-pipeline",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:devops-sre-platform--sre-lead",
"to": "skill-area:observability-pipeline",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--observability-pipeline",
"to": "skill-area:observability-pipeline",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "responsibility:uptime-sla",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "responsibility:service-mesh-governance",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "responsibility:slo-management",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:risk-analyst",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:compliance-officer",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:operational-risk-analyst",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:security-risk-analyst",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:incident-commander",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:flaky-test-detector",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:cost-tracker",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:sre-runbook-author",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:sre-lead",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:chaos-engineer",
"to": "skill-area:observability-pipeline",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "workflow:ad-tech-stack-setup",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:ad-fraud-detection-setup",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:programmatic-media-buying-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:ai-usage-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:algo-strategy-paper-trading",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:hft-latency-profiling",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:analytics-instrumentation-audit",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:cloud-cost-optimization-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:flight-operations-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:backend-performance-profiling",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:clinical-data-pipeline-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:vendor-performance-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:business-continuity-drill",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:hazop-safety-analysis",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:construction-schedule-optimization",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:circular-economy-audit",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:community-health-metrics-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:community-moderation-cycle",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:construction-bim-coordination",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:content-performance-analysis",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:supply-chain-risk-monitoring",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:technology-risk-assessment",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:enterprise-data-platform-health-check",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:developer-productivity-index-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:technical-debt-portfolio-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:organization-wide-toolchain-audit",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:post-incident-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:production-readiness-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:customer-health-score-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:cx-measurement-framework-setup",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:customer-lifecycle-automation-setup",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:real-time-streaming-health-check",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:data-pipeline-monitoring",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:query-performance-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:trading-performance-attribution",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:desktop-auto-update-pipeline",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:developer-feedback-cycle",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:student-engagement-analytics",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:lms-content-deployment",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:firmware-update-rollout",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:startup-mvp-validation",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:product-market-fit-assessment",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:environmental-impact-assessment",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:sustainability-metrics-review",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:esg-reporting-cycle",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:blue-green-deployment",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:field-dispatch-optimization",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:work-order-lifecycle-management",
"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"to": "skill-area:observability-pipeline",
"kind": "requires_skill_area",
"attributes": {}
},
{
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"kind": "requires_skill_area",
"attributes": {}
},
{
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"kind": "requires_skill_area",
"attributes": {}
},
{
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"kind": "requires_skill_area",
"attributes": {}
},
{
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"kind": "requires_skill_area",
"attributes": {}
},
{
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"kind": "requires_skill_area",
"attributes": {}
},
{
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"kind": "requires_skill_area",
"attributes": {}
},
{
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"kind": "requires_skill_area",
"attributes": {}
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{
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"kind": "requires_skill_area",
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},
{
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{
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"kind": "requires_skill_area",
"attributes": {}
},
{
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"kind": "requires_skill_area",
"attributes": {}
},
{
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"kind": "requires_skill_area",
"attributes": {}
},
{
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},
{
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},
{
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{
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{
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"kind": "requires_skill_area",
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},
{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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