iiRecord
Agentic AI Atlas · Planning with Files
specialization:planning-with-filesa5c.ai
II.
Specialization JSON

specialization:planning-with-files

Structured · live

Planning with Files 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:planning-with-files",
  "_kind": "Specialization",
  "_file": "domain/specializations/specializations-wiki-targets.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Planning with Files",
    "description": "Planning-with-files methodology using markdown plans, task files, and\nstructured documents as the primary coordination mechanism.\n"
  },
  "outgoingEdges": [
    {
      "from": "specialization:planning-with-files",
      "to": "domain:software-engineering",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:prompt-instruction-tuning-agents",
      "to": "specialization:planning-with-files",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "page:library-planning-with-files",
      "to": "specialization:planning-with-files",
      "kind": "documents"
    }
  ]
}