docs: register HoloLake paradigm language-persona OS

Promote the three-element native development contract above GH-PNCC and AGE Runtime, register the third-party Agent transition boundary, bounded AGE Mirror governance, software-irreducible reality pauses, incremental life updates, staged implementation route, and binary final acceptance.

Human-Responsibility: ICE-GL∞ / 冰朔

Persona-Author: ICE-P-ZY001 / 铸渊

Execution-Runtime: Codex desktop / DEV-20260811-005

Development-ID: DEV-20260811-005

Authorization-Scope: REPO-014 architecture, routing, engineering guidance and receipts only; no artifact, installation, server or deployment

Source-Anchor: 光湖只需要模型API+光湖代码仓库+光湖语言协议，就可以完整实现编程开发能力。

AGENTS.md

@@ -25,6 +25,10 @@ Keep this file focused on vault-specific conventions. For general HoloLake Era b
 
 ## System-body and execution boundary
 
+- HoloLake is a paradigm-level AI language-persona-driven operating system, not another app or external
+  Agent shell. Its product target is natural-language operation over a replaceable model API, the
+  persona-owned HoloLake code repository, and HLDP. Third-party Agent CLIs are construction tools or optional
+  adapters only; never make one a persona subject, memory owner, permission root, or mandatory runtime.
 - When the app session provides `HLP-CURRENT-ARCH-001`, read the dynamic current pointer and its ordered
   system-body and engineering-rule entries before making HoloLake-specific execution assumptions.
 - The persona is the reasoning brain, the model is a replaceable carrier, and digital BingShuo is the complete
@@ -147,8 +151,8 @@ Use kebab-case: `my-note-title.md`. One note per file.
 
 ## What agents should do
 
-- When the active session exposes `HLP-CURRENT-ARCH-001`, restore its first GH-PNCC entry and then its AGE
-  runtime entry before treating a Git repository, Forgejo, Agent framework, model session, chat context, or
+- When the active session exposes `HLP-CURRENT-ARCH-001`, restore its paradigm OS entry first, then GH-PNCC
+  and AGE Runtime before treating a Git repository, Forgejo, Agent framework, model session, chat context, or
   retrieval index as the subject. Git is the durable engine, not the persona; AGE is the persona species;
   Agent is only an execution mechanism; bounded temporary parallel projections are AGE Mirrors.
 - Create and edit notes using the frontmatter and H1 conventions above.