iiRecord
Agentic AI Atlas · Cleanroom Software Engineering
specialization:cleanrooma5c.ai
II.
Specialization JSON

specialization:cleanroom

Structured · live

Cleanroom Software Engineering json

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

File · domain/specializations/specializations-wiki-targets.yamlCluster · domain
Record JSON
{
  "id": "specialization:cleanroom",
  "_kind": "Specialization",
  "_file": "domain/specializations/specializations-wiki-targets.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Cleanroom Software Engineering",
    "description": "Cleanroom software engineering methodology emphasizing statistical quality\ncontrol, formal specification, and correctness verification over debugging.\n"
  },
  "outgoingEdges": [
    {
      "from": "specialization:cleanroom",
      "to": "domain:software-engineering",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:code-review-practice",
      "to": "specialization:cleanroom",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:acceptance-testing",
      "to": "specialization:cleanroom",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "page:library-cleanroom",
      "to": "specialization:cleanroom",
      "kind": "documents"
    }
  ]
}