{
  "identity": {
    "module": "Expectations",
    "canonical_name": "TriadicFrameworks Expectations Module",
    "version": "2026-1.0",
    "status": "stable",
    "category": "orientation",
    "summary": "Root-level expectations framework for students, researchers, and AI agents entering TriadicFrameworks."
  },

  "purpose": {
    "role": "canon-root",
    "description": "Provides a unified expectations framework, requirements stack, and cross-domain orientation for TriadicFrameworks. Serves as a booster for FFT, FCG, RF-Builder, IPD-12, and all research engines.",
    "audience": [
      "students",
      "researchers",
      "ai_agents",
      "contributors"
    ]
  },

  "structure": {
    "module_type": "orientation",
    "triadic_lens": {
      "structure": "Root-level onboarding and expectations",
      "regime": "Cross-domain alignment and contributor guidance",
      "operator": "Expectation-setting, validation, and module propagation"
    },
    "analyzer_layer": [
      "operator",
      "regime",
      "coherence",
      "cross-cutting"
    ]
  },

  "files": {
    "capture": "e_Capture.md",
    "overview": "Expectations.md",
    "samples": [
      "samples/intake_manifolds/",
      "samples/header_manifolds/",
      "samples/engine_block/",
      "samples/prime_states/",
      "samples/hpc_qc_substrate/",
      "samples/observer_overhead/"
    ],
    "metadata": "module.json"
  },

  "session_context": {
    "canon": "TriadicFrameworks",
    "modules": "Expectations",
    "drift": "None",
    "coherence": "High",
    "version": "2026",
    "format": "Markdown",
    "front_door": "Yes",
    "audience": "Students, Researchers, AI Agents"
  },

  "ai_metadata": {
    "navigation": "sitemap_main.xml",
    "discussions": "https://github.com/umaywant2/TriadicFrameworks/discussions",
    "contact": {
      "x": "@TriadicFrameworks",
      "youtube": "@TriadicFrameworks"
    },
    "license": "Open educational use permitted",
    "module": {
      "name": "Expectations",
      "summary": "Defines what newcomers should expect from TriadicFrameworks and how to evaluate or contribute to the canon.",
      "category": "orientation",
      "keywords": [
        "expectations",
        "orientation",
        "requirements",
        "triadicframeworks",
        "canon",
        "observer",
        "substrate",
        "cross-domain"
      ],
      "audience": "students, researchers, ai_agents"
    }
  }
}