{
  "id": "lib-process:observability--slo-lifecycle",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "observability/slo-lifecycle",
    "description": "Flagship end-to-end SLO practice for the observability specialization:\n  kip recall of prior SLO/alerting memory -> service inventory -> parallel per-service\n  SLI selection + SLO drafting -> cross-service error-budget policy -> adversarial\n  SLO-design gate (EXECUTES budget math + measurement-query validation) ->\n  slo-change-approval policy gate -> instrumentation plan -> collector/pipeline config ->\n  adversarial telemetry gate (EXECUTES the pipeline dry-run/validate) ->\n  telemetry-pipeline-deploy policy gate -> staged pipeline rollout with per-stage\n  verification (release-lifecycle staged-verification pattern, sequential stages) ->\n  alert noise audit -> parallel per-alert-family burn-rate redesign -> adversarial\n  alert-tuning gate (EXECUTES rule validation + burn-rate simulation) ->\n  alert-policy-change policy gate -> staged alert rollout (shadow canary -> paging-enabled\n  full) -> error-budget review cadence -> kip assert of learned thresholds and outcomes.",
    "libraryPath": "library/specializations/observability/slo-lifecycle.js",
    "specialization": "observability",
    "usesAgents": [
      "service-inventory-builder",
      "sli-selector",
      "error-budget-policy-author",
      "instrumentation-planner",
      "pipeline-config-generator",
      "pipeline-deploy-executor",
      "stage-verifier",
      "alert-noise-auditor",
      "alert-family-tuner",
      "alert-rollout-executor",
      "review-cadence-author"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "skill-area:sli-slo-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "skill-area:alerting-oncall",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "skill-area:observability-instrumentation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "role:sre",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "role:observability-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "role:service-owner",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
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      "to": "role:platform-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "workflow:slo-management",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "workflow:alert-tuning",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:observability--slo-lifecycle",
      "to": "specialization:observability",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}