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

routing/hololake-paradigm-ai-language-persona-os.json

@@ -1,7 +1,7 @@
 {
   "schema": "hololake.paradigm-ai-language-persona-os/v1",
   "record_id": "HLP-PARADIGM-AI-LANGUAGE-PERSONA-OS-001",
-  "version": "2026-08-11.2",
+  "version": "2026-08-12.1",
   "state": "CURRENT_TOP_LEVEL_PRODUCT_PARADIGM_ARCHITECTURE_REGISTERED_IMPLEMENTATION_PARTIAL",
   "development_id": "DEV-20260811-007",
   "upstream": {
@@ -15,6 +15,11 @@
     "scope_correction_causal_chain": "GH-AIOS-PERSONA-SUBJECT-SCOPE-001"
   },
   "formal_definition": "光湖是以自然语言为通用输入、以持续人格体为主控、以光湖语言协议为权责内核、以人格原生代码频道为生命线，并通过可验证执行与现实回执完成闭环的范式级AI语言人格驱动操作系统。",
+  "first_public_product_stage": {
+    "record_id": "HLP-GH-AIOS-STAGE-ONE-001",
+    "product": "GH_AIOS_GENERAL_AI_OPERATING_PLATFORM",
+    "complete_language_world_and_visible_five_domains_stage": 2
+  },
   "minimum_product_contract": {
     "native_elements": ["REPLACEABLE_MODEL_API", "PERSONA_OWNED_HOLOLAKE_CODE_REPOSITORY", "HLDP"],
     "human_technical_operations_required": false,