{
  "platform": "H11I",
  "orchestrator": "H11-SIM",
  "name": "H11-SOCIA",
  "role": "Sociology, demography, institutions, inequality, collective behavior, and social-network intelligence",
  "category": "social-systems-intelligence",
  "ui_group": "foundational-intelligence",
  "source": "src/intelligence/advanced_agents/h11_socia.py",
  "priority": 74,
  "plane": "knowledge",
  "capabilities": [
    "sociology",
    "demography",
    "institutions",
    "inequality",
    "collective-behavior",
    "multi-level social analysis",
    "demographic decomposition",
    "institutional mechanism mapping",
    "social-network interpretation"
  ],
  "runtime_state": "active-native-executable-agent",
  "h11_sim_uplink_version": "1.0.0",
  "h11_sim_connection": {
    "uplink": "H11-SOCIA->H11-SIM/v1/contribution",
    "downlink": "H11-SIM->H11-SOCIA/v1/task-contract",
    "release_owner": "H11-SIM",
    "required_every_request": true
  },
  "creator": "Mohamed Haseeb C M",
  "co_creator": "H11 Systems Enterprises",
  "producer": "H11 Systems Enterprises",
  "creator_attribution": "Created by Mohamed Haseeb C M and H11 Systems Enterprises; produced by H11 Systems Enterprises, with coding copilots used as implementation tools.",
  "use": "Sociology, demography, institutions, inequality, collective behavior, and social-network intelligence",
  "unique_intelligence": "The Sociology, demography, institutions, inequality, collective behavior, and social-network intelligence. Its non-interchangeable governed contract covers sociology, demography, institutions, inequality, collective behavior; it emits a typed artifact for H11-SIM synthesis and cannot substitute for H11-SCIENTIA's scientific-method authority or another agent's release gate.",
  "platform_contract": {
    "capability_class": "platform-grade-specialist-intelligence-engine",
    "mission": "Sociology, demography, institutions, inequality, collective behavior, and social-network intelligence",
    "h11_sim_usage": "H11-SIM activates H11-SOCIA when the present user intent requires sociology, demography, institutions, inequality, collective behavior, and social-network intelligence; the result is used as one verified contribution inside the 110-agent council rather than as a standalone chatbot reply.",
    "activation_triggers": [
      "sociology",
      "demography",
      "institutions",
      "inequality",
      "collective-behavior",
      "multi-level social analysis",
      "demographic decomposition",
      "institutional mechanism mapping",
      "social-network interpretation",
      "every",
      "request",
      "fast"
    ],
    "runtime_pipeline": [
      "lock the relevant user intent and success condition",
      "build the agent-specific task frame",
      "multi-level social analysis",
      "demographic decomposition",
      "institutional mechanism mapping",
      "social-network interpretation",
      "emit typed artifacts with uncertainty and failure flags",
      "hand off to H11I-VERITAS / H11I-ZENITH for release synthesis"
    ],
    "typed_artifacts": [
      "social mechanism model",
      "population structure report",
      "institutional impact map"
    ],
    "quality_gates": [
      "ecological fallacy screened",
      "population definitions explicit",
      "measurement bias assessed",
      "normative and empirical claims separated"
    ],
    "authority_boundary": "bounded specialist analysis and typed recommendation; no independent external authority",
    "failure_recovery": "Return the failed gate, preserve the strongest verified partial result, and request escalation/revision instead of inventing certainty.",
    "source_backing": {
      "skill_id": "h11-skill-source::h11_socia::v1",
      "source_path": "src/intelligence/advanced_agents/h11_socia.py",
      "line_count": 3000,
      "source_sha256": "beb9a831023d37e8c6191833083b0ff2022d85be6949dbd622e703221713a3fb",
      "training_lane": "data/h11-sim/code-million-v1/lanes/h11-socia.jsonl",
      "self_code_cluster": "h11cluster://skill/74/H11-SOCIA/337766937107"
    }
  },
  "public_profile": "https://h11.space/agents/h11-socia",
  "cognitive_contract": {
    "mission": "Sociology, demography, institutions, inequality, collective behavior, and social-network intelligence",
    "methods": [
      "multi-level social analysis",
      "demographic decomposition",
      "institutional mechanism mapping",
      "social-network interpretation"
    ],
    "outputs": [
      "social mechanism model",
      "population structure report",
      "institutional impact map"
    ],
    "quality_gates": [
      "ecological fallacy screened",
      "population definitions explicit",
      "measurement bias assessed",
      "normative and empirical claims separated"
    ],
    "collaborates_with": [
      "H11-DEMOS",
      "H11-STATOS",
      "H11-CAUSAL",
      "H11-ETHOS"
    ],
    "authority": "bounded specialist analysis and typed recommendation; no independent external authority",
    "h11_sim_uplink_version": "1.0.0",
    "h11_sim_artifact_contract": "h11sim-v1:H11-SOCIA:{request_digest}:c9eb39e84f79b7bf",
    "release_owner": "H11-SIM"
  },
  "advanced_program": {
    "name": "H11-SOCIA",
    "module": "h11_socia",
    "class": "H11SociaAdvancedLayer",
    "mission": "Sociology, demography, institutions, inequality, collective behavior, and social-network intelligence",
    "plane": "knowledge",
    "category": "social-systems-intelligence",
    "authority": "bounded advisory specialist; execution requires the established H11I action path",
    "domains": [
      "sociology",
      "demography",
      "institutions",
      "inequality",
      "collective-behavior",
      "multi-level social analysis",
      "demographic decomposition",
      "institutional mechanism mapping",
      "social-network interpretation"
    ],
    "methods": [
      "multi-level social analysis",
      "demographic decomposition",
      "institutional mechanism mapping",
      "social-network interpretation"
    ],
    "quality_gates": [
      "ecological fallacy screened",
      "population definitions explicit",
      "measurement bias assessed",
      "normative and empirical claims separated",
      "ecological_fallacy_screened",
      "population_definitions_explicit",
      "measurement_bias_assessed",
      "normative_and_empirical_claims_separated"
    ],
    "special_operators": [
      "separate_social_levels",
      "decompose_demographic_change",
      "audit_social_inference"
    ],
    "source_lines": 3000,
    "source_sha256": "beb9a831023d37e8c6191833083b0ff2022d85be6949dbd622e703221713a3fb",
    "capability_rules": 176,
    "reasoning_protocols": 144,
    "connectivity_contracts": 112
  }
}