iiRecord
Agentic AI Atlas · arize-observability
lib-skill:data-science-ml--arize-observabilitya5c.ai
II.
LibrarySkill JSON

lib-skill:data-science-ml--arize-observability

Structured · live

arize-observability json

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

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "id": "lib-skill:data-science-ml--arize-observability",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "arize-observability",
    "description": "Arize AI skill for production ML monitoring, embedding drift, and performance analysis.",
    "libraryPath": "library/specializations/data-science-ml/skills/arize-observability/SKILL.md",
    "specialization": "data-science-ml",
    "contentSummary": "# arize-observability\n\n## Overview\n\nArize AI skill for production ML monitoring, embedding drift detection, and comprehensive performance analysis.\n\n## Capabilities\n\n- Production data logging\n- Embedding drift detection for NLP/CV models\n- Performance monitoring dashboards\n- Root cause an"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:data-science-ml--arize-observability",
      "to": "skill-area:model-monitoring-drift-detection",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--arize-observability",
      "to": "skill-area:observability-instrumentation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--arize-observability",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--arize-observability",
      "to": "role:ml-ops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--arize-observability",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--arize-observability",
      "to": "workflow:data-quality-monitoring",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--arize-observability",
      "to": "specialization:data-science-ml",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}