iiRecord
Agentic AI Atlas · Quality Management
skill-area:quality-managementa5c.ai
II.
SkillArea JSON

skill-area:quality-management

Structured · live

Quality Management json

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

File · domain/skill-areas/skill-areas-semantic-pass-gaps.yamlCluster · domain
Record JSON
{
  "id": "skill-area:quality-management",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-semantic-pass-gaps.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Quality Management",
    "description": "Quality frameworks, metrics, audit processes, and continuous quality improvement\npractices. Covers ISO 9001, TQM, acceptance testing, defect metrics,\nand quality gate design across product and service delivery.\n",
    "domains": [
      "domain:operations",
      "domain:software-engineering"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:quality-management",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:quality-management",
      "to": "domain:software-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:business-analysis",
      "to": "skill-area:quality-management",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "lib-skill:business-analysis--requirements-quality-analyzer",
      "to": "skill-area:quality-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:business-analysis--traceability-matrix-builder",
      "to": "skill-area:quality-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:business-analysis--uat-test-generator",
      "to": "skill-area:quality-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    }
  ]
}