docs(gh-aios): make AI operating platform stage one

product-source/hololake-native-desktop/contracts/stage-one-platform.json

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+{
+  "schema": "hololake.stage-one-platform-contract/v1",
+  "record_id": "HLP-NATIVE-STAGE-ONE-CONTRACT-001",
+  "state": "ARCHITECTURE_CONTRACT_ONLY_RUNTIME_NOT_IMPLEMENTED",
+  "product": "GH-AIOS",
+  "formal_name": "光湖语言系统 · 通用人工智能操作平台",
+  "modules": [
+    "IDENTITY_TASK_KERNEL",
+    "CONNECTOR_RUNTIME",
+    "EVENT_AND_LAKE_LAMP",
+    "MEMORY_GIT_EVIDENCE",
+    "KNOWLEDGE_PROJECTION",
+    "HUMAN_APPROVAL_CENTER",
+    "MODEL_AND_CONNECTIONS",
+    "NATIVE_TRUST_BOUNDARY"
+  ],
+  "human_surface": ["AI_WORKBENCH", "LAKE_LAMP_SHARED_BOARD", "MEMORY_AND_KNOWLEDGE", "HUMAN_APPROVAL_CENTER", "MODEL_AND_CONNECTIONS"],
+  "reality_mutation_requires": ["VERIFIED_HUMAN_SUBJECT", "EXACT_ACTION", "EXACT_TARGET", "IMMUTABLE_PAYLOAD_DIGEST", "EXPIRY", "REPLAY_PROTECTION", "EXECUTION_RECEIPT", "READBACK_RECEIPT"],
+  "context_risk_signals": ["MODEL_CONTEXT_SPEC", "ESTIMATED_TOKENS", "MESSAGE_VOLUME", "TURN_COUNT", "TASK_STAGE", "HOST_WARNING"],
+  "exact_host_compaction_prediction_claimed": false,
+  "hidden_model_reasoning_collection_allowed": false,
+  "git_is_realtime_transport": false,
+  "knowledge_projection_is_authority_source": false,
+  "five_domain_primary_navigation_visible": false,
+  "implementation_complete": false
+}