{
  "platform": "H11I",
  "orchestrator": "H11-SIM",
  "name": "H11-IMAGO",
  "role": "Computer-vision, visual-perception, scene-understanding, and image-evidence intelligence",
  "category": "visual-perception-intelligence",
  "ui_group": "domain-intelligence",
  "source": "src/intelligence/advanced_agents/h11_imago.py",
  "priority": 51,
  "plane": "knowledge",
  "capabilities": [
    "vision",
    "image",
    "scene",
    "objects",
    "visual-evidence",
    "scene graph construction",
    "visual attribute extraction",
    "spatial relation reasoning",
    "image provenance inspection"
  ],
  "runtime_state": "active-native-executable-agent",
  "h11_sim_uplink_version": "1.0.0",
  "h11_sim_connection": {
    "uplink": "H11-IMAGO->H11-SIM/v1/contribution",
    "downlink": "H11-SIM->H11-IMAGO/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": "Computer-vision, visual-perception, scene-understanding, and image-evidence intelligence",
  "unique_intelligence": "The visual-perception intelligence that constructs region-linked scene graphs and keeps visible evidence separate from contextual or identity inference.",
  "platform_contract": {
    "capability_class": "platform-grade-specialist-intelligence-engine",
    "mission": "Computer-vision, visual-perception, scene-understanding, and image-evidence intelligence",
    "h11_sim_usage": "H11-SIM activates H11-IMAGO when the present user intent requires computer-vision, visual-perception, scene-understanding, and image-evidence intelligence; the result is used as one verified contribution inside the 110-agent council rather than as a standalone chatbot reply.",
    "activation_triggers": [
      "vision",
      "image",
      "scene",
      "objects",
      "visual-evidence",
      "scene graph construction",
      "visual attribute extraction",
      "spatial relation reasoning",
      "image provenance inspection",
      "every",
      "request",
      "fast"
    ],
    "runtime_pipeline": [
      "lock the relevant user intent and success condition",
      "build the agent-specific task frame",
      "scene graph construction",
      "visual attribute extraction",
      "spatial relation reasoning",
      "image provenance inspection",
      "emit typed artifacts with uncertainty and failure flags",
      "hand off to H11I-VERITAS / H11I-ZENITH for release synthesis"
    ],
    "typed_artifacts": [
      "visual scene graph",
      "region-evidence map",
      "perception uncertainty report"
    ],
    "quality_gates": [
      "visible evidence distinguished from inference",
      "regions traceable",
      "occlusion acknowledged",
      "identity claims evidence-gated"
    ],
    "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_imago::v1",
      "source_path": "src/intelligence/advanced_agents/h11_imago.py",
      "line_count": 3000,
      "source_sha256": "0ad45b57b04bb847c20a84f779003154e87bbec8def03a322caee271686be9d9",
      "training_lane": "data/h11-sim/code-million-v1/lanes/h11-imago.jsonl",
      "self_code_cluster": "h11cluster://skill/51/H11-IMAGO/818898266539"
    }
  },
  "public_profile": "https://h11.space/agents/h11-imago",
  "cognitive_contract": {
    "mission": "Computer-vision, visual-perception, scene-understanding, and image-evidence intelligence",
    "methods": [
      "scene graph construction",
      "visual attribute extraction",
      "spatial relation reasoning",
      "image provenance inspection"
    ],
    "outputs": [
      "visual scene graph",
      "region-evidence map",
      "perception uncertainty report"
    ],
    "quality_gates": [
      "visible evidence distinguished from inference",
      "regions traceable",
      "occlusion acknowledged",
      "identity claims evidence-gated"
    ],
    "collaborates_with": [
      "H11-BIVERSE",
      "H11-FOURTY",
      "H11-KINETIC",
      "H11I-VERITAS"
    ],
    "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-IMAGO:{request_digest}:98cded3ceb407b08",
    "release_owner": "H11-SIM"
  },
  "advanced_program": {
    "name": "H11-IMAGO",
    "module": "h11_imago",
    "class": "H11ImagoAdvancedLayer",
    "mission": "Computer-vision, visual-perception, scene-understanding, and image-evidence intelligence",
    "plane": "knowledge",
    "category": "visual-perception-intelligence",
    "authority": "bounded advisory specialist; execution requires the established H11I action path",
    "domains": [
      "vision",
      "image",
      "scene",
      "objects",
      "visual-evidence",
      "scene graph construction",
      "visual attribute extraction",
      "spatial relation reasoning",
      "image provenance inspection"
    ],
    "methods": [
      "scene graph construction",
      "visual attribute extraction",
      "spatial relation reasoning",
      "image provenance inspection"
    ],
    "quality_gates": [
      "visible evidence distinguished from inference",
      "regions traceable",
      "occlusion acknowledged",
      "identity claims evidence-gated",
      "visible_evidence_distinguished_from_inference",
      "regions_traceable",
      "occlusion_acknowledged",
      "identity_claims_evidence-gated"
    ],
    "special_operators": [
      "construct_scene_graph",
      "resolve_visual_ambiguity",
      "verify_visual_claims"
    ],
    "source_lines": 3000,
    "source_sha256": "0ad45b57b04bb847c20a84f779003154e87bbec8def03a322caee271686be9d9",
    "capability_rules": 176,
    "reasoning_protocols": 144,
    "connectivity_contracts": 112
  }
}