iiRecord
Agentic AI Atlas · azure-systems-cost-reduction
lib-process:devops-sre-platform--azure-systems-cost-reductiona5c.ai
II.
LibraryProcess JSON

lib-process:devops-sre-platform--azure-systems-cost-reduction

Structured · live

azure-systems-cost-reduction json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/processes.yamlCluster · generated-library
Record JSON
{
  "id": "lib-process:devops-sre-platform--azure-systems-cost-reduction",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "azure-systems-cost-reduction",
    "description": "Azure cost-reduction workflow. Bootstraps az CLI + auth + sub\n             selection (pattern from azure-systems-discovery), pulls\n             pricing/advisor/cost-mgmt/reservation data, estimates per-\n             resource monthly $, builds prioritized recommendations across\n             5 risk tiers, walks each through a per-action breakpoint with\n             mandatory backup-before-destroy on Tier 4. Every task is\n             `kind:'agent'`; agents run `az`/`jq` via Bash in their own\n             `tasks/<effectId>/` scratch dir. Tasks pass JSON forward via\n             `result.value` — no shared FS contract. The only user-\n             controlled path is `inputs.outputDir` (final report only).",
    "libraryPath": "library/specializations/devops-sre-platform/azure-systems-cost-reduction.js",
    "specialization": "devops-sre-platform",
    "usesAgents": [
      "general-purpose"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:devops-sre-platform--azure-systems-cost-reduction",
      "to": "skill-area:capacity-planning-ops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--azure-systems-cost-reduction",
      "to": "topic:platform-engineering-practices",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--azure-systems-cost-reduction",
      "to": "domain:devops",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--azure-systems-cost-reduction",
      "to": "role:platform-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "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-cost-reduction",
      "to": "workflow:capacity-planning",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--azure-systems-cost-reduction",
      "to": "specialization:devops-sre-platform",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}