{
  "module": {
    "name": "AI Instrument Architecture",
    "id": "ai.core",
    "category": "AI-Core",
    "version": "1.0",
    "summary": "Minimal, constitutional AI instrument architecture defining NoS AI, Regime Header, Lineage Ledger, and the Minimal AI Stack.",
    "purpose": "Provide a reproducible, regime-declared, append-only constitutional architecture for AI systems within TriadicFrameworks.",
    "keywords": [
      "AI-core",
      "NoS AI",
      "Regime Header",
      "Lineage Ledger",
      "Minimal AI Stack",
      "constitutional AI",
      "agentic modules"
    ],
    "audience": ["researchers", "developers", "AIs"],
    "front_door": "index.html",
    "format": ["html", "markdown", "schema"],
    "every_page_stands_alone": true
  },

  "session_context": {
    "canon": "TriadicFrameworks",
    "module": "AI Instrument Architecture",
    "category": "AI-Core",
    "version": "1.0",
    "coherence": "stable",
    "drift": "bounded",
    "format": ["html", "markdown", "schema"],
    "front_door": "index.html",
    "audience": ["researchers", "developers", "AIs"],
    "every_page_stands_alone": true
  },

  "analyzer_layers": {
    "operator": [
      "constitution",
      "regime-header",
      "lineage-ledger",
      "minimal-ai-stack"
    ],
    "dimensional": [
      "coherence",
      "drift",
      "regime"
    ],
    "regime": [
      "ai-core",
      "constitutional",
      "append-only"
    ],
    "cross_cutting": [
      "schema",
      "lineage",
      "retrieval-scope"
    ]
  },

  "schema": {
    "input": {
      "event": "object (append-only)",
      "regime": "string"
    },
    "output": {
      "ledger_state": "object",
      "regime_constraints": "object"
    }
  }
}