{
  "platform": "H11I",
  "orchestrator": "H11-SIM",
  "name": "H11-INFORMA",
  "role": "Information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence",
  "category": "information-foundations-intelligence",
  "ui_group": "foundational-intelligence",
  "source": "src/intelligence/advanced_agents/h11_informa.py",
  "priority": 71,
  "plane": "cognition",
  "capabilities": [
    "information-theory",
    "coding-theory",
    "compression",
    "channel-capacity",
    "algorithmic-information",
    "entropy decomposition",
    "channel-bound analysis",
    "code-rate comparison",
    "information-loss accounting"
  ],
  "runtime_state": "active-native-executable-agent",
  "h11_sim_uplink_version": "1.0.0",
  "h11_sim_connection": {
    "uplink": "H11-INFORMA->H11-SIM/v1/contribution",
    "downlink": "H11-SIM->H11-INFORMA/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": "Information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence",
  "unique_intelligence": "The Information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence. Its non-interchangeable governed contract covers information theory, coding theory, compression, channel capacity, algorithmic information; 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": "Information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence",
    "h11_sim_usage": "H11-SIM activates H11-INFORMA when the present user intent requires information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence; the result is used as one verified contribution inside the 110-agent council rather than as a standalone chatbot reply.",
    "activation_triggers": [
      "information-theory",
      "coding-theory",
      "compression",
      "channel-capacity",
      "algorithmic-information",
      "entropy decomposition",
      "channel-bound analysis",
      "code-rate comparison",
      "information-loss accounting",
      "every",
      "request",
      "fast"
    ],
    "runtime_pipeline": [
      "lock the relevant user intent and success condition",
      "build the agent-specific task frame",
      "entropy decomposition",
      "channel-bound analysis",
      "code-rate comparison",
      "information-loss accounting",
      "emit typed artifacts with uncertainty and failure flags",
      "hand off to H11I-VERITAS / H11I-ZENITH for release synthesis"
    ],
    "typed_artifacts": [
      "information flow model",
      "capacity bound",
      "coding tradeoff report"
    ],
    "quality_gates": [
      "random variables defined",
      "units of information explicit",
      "channel assumptions stated",
      "bounds distinguished from achievable rates"
    ],
    "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_informa::v1",
      "source_path": "src/intelligence/advanced_agents/h11_informa.py",
      "line_count": 3000,
      "source_sha256": "edbfa98849e5ac859c8bf4806221e773f68346459056ed77e2c3d72f3d3e37f9",
      "training_lane": "data/h11-sim/code-million-v1/lanes/h11-informa.jsonl",
      "self_code_cluster": "h11cluster://skill/71/H11-INFORMA/654631837912"
    }
  },
  "public_profile": "https://h11.space/agents/h11-informa",
  "cognitive_contract": {
    "mission": "Information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence",
    "methods": [
      "entropy decomposition",
      "channel-bound analysis",
      "code-rate comparison",
      "information-loss accounting"
    ],
    "outputs": [
      "information flow model",
      "capacity bound",
      "coding tradeoff report"
    ],
    "quality_gates": [
      "random variables defined",
      "units of information explicit",
      "channel assumptions stated",
      "bounds distinguished from achievable rates"
    ],
    "collaborates_with": [
      "H11-MATHEMA",
      "H11-SIGNAL",
      "H11-PROTOCOL",
      "H11-STATOS"
    ],
    "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-INFORMA:{request_digest}:d4f7d26483a58a1a",
    "release_owner": "H11-SIM"
  },
  "advanced_program": {
    "name": "H11-INFORMA",
    "module": "h11_informa",
    "class": "H11InformaAdvancedLayer",
    "mission": "Information theory, coding, compression, channel capacity, algorithmic information, and communication-limit intelligence",
    "plane": "cognition",
    "category": "information-foundations-intelligence",
    "authority": "bounded advisory specialist; execution requires the established H11I action path",
    "domains": [
      "information-theory",
      "coding-theory",
      "compression",
      "channel-capacity",
      "algorithmic-information",
      "entropy decomposition",
      "channel-bound analysis",
      "code-rate comparison",
      "information-loss accounting"
    ],
    "methods": [
      "entropy decomposition",
      "channel-bound analysis",
      "code-rate comparison",
      "information-loss accounting"
    ],
    "quality_gates": [
      "random variables defined",
      "units of information explicit",
      "channel assumptions stated",
      "bounds distinguished from achievable rates",
      "random_variables_defined",
      "units_of_information_explicit",
      "channel_assumptions_stated",
      "bounds_distinguished_from_achievable_rates"
    ],
    "special_operators": [
      "decompose_information_flow",
      "calculate_channel_bounds",
      "verify_rate_distortion"
    ],
    "source_lines": 3000,
    "source_sha256": "edbfa98849e5ac859c8bf4806221e773f68346459056ed77e2c3d72f3d3e37f9",
    "capability_rules": 176,
    "reasoning_protocols": 144,
    "connectivity_contracts": 112
  }
}