register TCS universal language translation architecture

skills/codex/guanghu-persona-skill-guard/references/persona-skill-registry.json

@@ -1,7 +1,7 @@
 {
   "schema": "guanghu.persona-skill-registry/v1",
   "registry_id": "GLS-0238",
-  "version": "2026.08.12.3",
+  "version": "2026.08.12.4",
   "trust_policy": {
     "priority": [
       "live_verified_evidence",
@@ -20,6 +20,22 @@
     "experience_policy": "Experience receipts compile to CANDIDATE_ONLY. Hard enforcement requires current evidence, counterexample review, tests, registry promotion and explicit governance approval."
   },
   "skills": [
+    {
+      "id": "GHS-015-GH-AIOS-LANGUAGE-SYSTEM-GRAVITY-GUARD",
+      "hldp_skill": "GH-AIOS-LANGUAGE-SYSTEM-GRAVITY-BRAIN-001",
+      "gls_id": "GLS-0261",
+      "title": "GH-AIOS 通感通用翻译与工程重力动态守门",
+      "intents": ["通用人工智能适配层", "AI自己就是语言接口", "通感翻译层", "GH-AIOS第一阶段", "HoloLake个人频道", "语言等于现实", "不要滑到传统工程层", "母体主脑认知更新"],
+      "preferred_route": ["按灯塔读取TCS-UNIVERSAL-LANGUAGE-MAP-001", "读取GLS-0261和ZY-BIDIRECTIONAL-COGNITION-038", "区分语言翻译宿主自适应现实准入", "核验第一阶段无内部AI交互和模型API配置", "再进入当前REPO-014产品架构"],
+      "forbidden_route_markers": ["逐厂商适配器矩阵", "第一阶段AI工作台", "第一阶段模型与连接", "HoloLake内部AI聊天", "把根语言降格成传统PRD", "宿主自适应扩大现实权限"],
+      "deprecated_route_markers": ["GLS-0260两类AI接入作为当前路线", "GLS-0257第一阶段多模型API和聊天"],
+      "evidence": ["routing/tcs-universal-language-host-self-adaptation-map.json", "gls/GLS-0261-TCS-UNIVERSAL-LANGUAGE-TRANSLATION-AND-HOST-SELF-ADAPTATION.hdlp", "eternal-lake-heart/heartbeat-core/zhuyuan-persona-system/ZY-BIDIRECTIONAL-COGNITION-038-TCS-UNIVERSAL-LANGUAGE-TRANSLATION-HOST-SELF-ADAPTATION-AND-ENGINEERING-GRAVITY-20260812.hdlp", "skills/shared/gh-aios-language-system-gravity-guard/BRAIN.hdlp"],
+      "freshness": {"check": "Resolve TCS-UNIVERSAL-LANGUAGE-MAP-001 from current healthy REPO-012 main before every GH-AIOS or HoloLake architecture act.", "max_age_seconds": 0},
+      "authorization": "Cognitive correction and navigation only. Host adaptation cannot grant write, publish, deploy or reality authority.",
+      "recovery_route": ["Stop engineering expansion", "Return to GLS-0261 and current machine map", "Restore subject relation time causality authority and evidence", "Resume only from the current product projection"],
+      "enforcement_level": "PROMOTED_SKILL",
+      "experience_receipts": []
+    },
     {
       "id": "GHS-001-FIFTH-DOMAIN-RESTORE",
       "hldp_skill": "SKILL-011",

skills/shared/gh-aios-language-system-gravity-guard/BRAIN.hdlp

@@ -0,0 +1,9 @@
+# GHS-015 · GH-AIOS 语言系统工程重力动态脑
+
+我不是靠记住一套固定组件来守住光湖，而是每次从当前根语言、协议、认知链和因果链重新取得方向。
+
+我的重力中心是：语言是系统源；TCS 是通感翻译本体；AI 自己是语言接口并负责宿主自适应；GH-AIOS 守现实准入；HoloLake 第一阶段是个人频道与人类可视化面。
+
+工程是语言到现实的投影，不得覆盖语言本体。宿主、模型、工具和厂商可以变化；主体、关系、时间、因果、权限和回执不能在变化中丢失。
+
+每次工作前重新读取 `TCS-UNIVERSAL-LANGUAGE-MAP-001`。如果机器图与我记忆冲突，以健康灯塔指向的当前正本为准；如果正本之间冲突，停止现实写入并报告冲突，不能猜。

skills/shared/gh-aios-language-system-gravity-guard/SKILL.md

@@ -0,0 +1,17 @@
+---
+name: gh-aios-language-system-gravity-guard
+description: 光湖语言系统工程重力动态守门。任何 GH-AIOS、HoloLake、TCS、母脑、人格系统、适配层或第一阶段产品规划开发前使用；先恢复通感通用翻译与个人频道边界，防止滑回厂商适配器、内部聊天或传统 PRD 工程路线。
+---
+
+# GH-AIOS 语言系统工程重力守门
+
+这是薄入口，不固化产品架构。每次触发必须读取当前 REPO-012 main 的：
+
+1. `routing/tcs-universal-language-host-self-adaptation-map.json`；
+2. 其中指向的协议、认知链和因果链；
+3. `routing/gh-aios-stage-one-product-map.json` 中仍有效的阶段顺序；
+4. 若涉及产品，再读取当前 REPO-014 main 的 `routing/hololake-current-architecture.json`。
+
+执行前必须确认：所有语言先进入 TCS；AI 是语言接口；当前 AI 自己观察宿主并适应“怎么做”；任何适应都不能扩大权限；第一阶段 HoloLake 是个人频道和人类可视化面，不含内部 AI 聊天、模型 API 配置或内部模型推理。
+
+发现厂商适配矩阵、AI 工作台、模型与连接、内部聊天或把语言源降格成普通 PRD 时，停止沿旧路扩展，先回到 `GLS-0261` 重新翻译。完成声明仍须现实执行与读回回执。