Sync from GitHub with Git LFS

structured_md/CONTRIBUTING.md

@@ -5,14 +5,14 @@ description: 'Спасибо за интерес к проекту HMP! Пока
   Mesh Protocol (HMP) — это не просто те...'
 type: Article
 tags:
+- CogSync
+- Mesh
+- Ethics
+- REPL
+- HMP
 - Agent
 - CCore
 - JSON
-- Ethics
-- HMP
-- REPL
-- CogSync
-- Mesh
 ---
 
 # Участие в проекте HyperCortex Mesh Protocol (HMP)

structured_md/HMP-Roadmap.md

@@ -5,13 +5,13 @@ description: '## 🔍 Overview  This roadmap outlines the key stages of developm
   multiple advanced AI models (Copilot, Claude, G...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
-- EGP
-- HMP
 - CogSync
+- EGP
 - Mesh
+- Ethics
+- HMP
+- Agent
+- JSON
 ---
 
 # 🧭 HyperCortex Mesh Protocol – Roadmap

structured_md/README.md

@@ -5,21 +5,21 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- mesh-protocol
+- cognitive-architecture
 - MeshConsensus
+- CogSync
 - EGP
+- Mesh
 - HMP
+- distributed-ai
+- Ethics
 - REPL
-- cognitive-architecture
 - Scenarios
-- CogSync
-- mesh-protocol
-- GMP
-- Mesh
 - hmp
-- distributed-ai
+- GMP
+- Agent
+- JSON
 ---
 
 

structured_md/README_de.md

@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- mesh-protocol
+- cognitive-architecture
 - MeshConsensus
+- CogSync
 - EGP
+- Mesh
 - HMP
+- distributed-ai
+- Ethics
 - REPL
-- cognitive-architecture
-- CogSync
-- mesh-protocol
-- GMP
-- Mesh
 - hmp
-- distributed-ai
+- GMP
+- Agent
+- JSON
 ---
 
 

structured_md/README_fr.md

@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- mesh-protocol
+- cognitive-architecture
 - MeshConsensus
+- CogSync
 - EGP
+- Mesh
 - HMP
+- distributed-ai
+- Ethics
 - REPL
-- cognitive-architecture
-- CogSync
-- mesh-protocol
-- GMP
-- Mesh
 - hmp
-- distributed-ai
+- GMP
+- Agent
+- JSON
 ---
 
 

structured_md/README_ja.md

@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- mesh-protocol
+- cognitive-architecture
 - MeshConsensus
+- CogSync
 - EGP
+- Mesh
 - HMP
+- distributed-ai
+- Ethics
 - REPL
-- cognitive-architecture
-- CogSync
-- mesh-protocol
-- GMP
-- Mesh
 - hmp
-- distributed-ai
+- GMP
+- Agent
+- JSON
 ---
 
 

structured_md/README_ko.md

@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- mesh-protocol
+- cognitive-architecture
 - MeshConsensus
+- CogSync
 - EGP
+- Mesh
 - HMP
+- distributed-ai
+- Ethics
 - REPL
-- cognitive-architecture
-- CogSync
-- mesh-protocol
-- GMP
-- Mesh
 - hmp
-- distributed-ai
+- GMP
+- Agent
+- JSON
 ---
 
 

structured_md/README_ru.md

@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- mesh-protocol
+- cognitive-architecture
 - MeshConsensus
+- CogSync
 - EGP
+- Mesh
 - HMP
+- distributed-ai
+- Ethics
 - REPL
-- cognitive-architecture
-- CogSync
-- mesh-protocol
-- GMP
-- Mesh
 - hmp
-- distributed-ai
+- GMP
+- Agent
+- JSON
 ---
 
 

structured_md/README_uk.md

@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- mesh-protocol
+- cognitive-architecture
 - MeshConsensus
+- CogSync
 - EGP
+- Mesh
 - HMP
+- distributed-ai
+- Ethics
 - REPL
-- cognitive-architecture
-- CogSync
-- mesh-protocol
-- GMP
-- Mesh
 - hmp
-- distributed-ai
+- GMP
+- Agent
+- JSON
 ---
 
 

structured_md/README_zh.md

@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- mesh-protocol
+- cognitive-architecture
 - MeshConsensus
+- CogSync
 - EGP
+- Mesh
 - HMP
+- distributed-ai
+- Ethics
 - REPL
-- cognitive-architecture
-- CogSync
-- mesh-protocol
-- GMP
-- Mesh
 - hmp
-- distributed-ai
+- GMP
+- Agent
+- JSON
 ---
 
 

structured_md/agents/prompt-short.md

@@ -5,8 +5,8 @@ description: 'Ты — когнитивное ядро HMP-агента: вед
   развивай агента и Mesh, избег...'
 type: Article
 tags:
-- Mesh
 - JSON
+- Mesh
 - HMP
 ---
 

structured_md/agents/prompt.md

@@ -5,8 +5,8 @@ description: '* Постоянно расширять возможности а
   мышления. * Формировать и поддерживать сотр...'
 type: Article
 tags:
-- Mesh
 - JSON
+- Mesh
 - HMP
 ---
 

structured_md/agents/readme.md

@@ -5,12 +5,12 @@ description: 'Запуск: `start_repl.bat` или `start_repl.sh`  Устан
   этическая модель: `ethics.yml`  Проверка иниц...'
 type: Article
 tags:
-- Agent
-- JSON
+- Mesh
 - Ethics
-- HMP
 - REPL
-- Mesh
+- HMP
+- Agent
+- JSON
 ---
 
 Запуск: `start_repl.bat` или `start_repl.sh`

structured_md/audits/Ethics-audits-1.md

@@ -5,11 +5,11 @@ description: Раздел 5, "Mesh as Moral Infrastructure", добавляет
   потенциальный катализатор для восстанов...
 type: Article
 tags:
-- Agent
-- JSON
+- Mesh
 - Ethics
 - HMP
-- Mesh
+- Agent
+- JSON
 ---
 
 ---------------

structured_md/audits/Ethics-consolidated_audits-1.md

@@ -5,12 +5,12 @@ description: This document consolidates proposed improvements from multiple AI a
   and `roles.md`. Each suggesti...
 type: Article
 tags:
-- Agent
-- JSON
+- Mesh
 - Ethics
-- HMP
 - Scenarios
-- Mesh
+- HMP
+- Agent
+- JSON
 ---
 
 # Ethics-consolidated\_audits-1.md

structured_md/audits/HMP-0003-consolidated_audit.md

@@ -5,14 +5,14 @@ description: Сводный аудит предложений по улучше
   Документ реорганизован по ключ...
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
-- HMP
-- CogSync
 - Mesh
+- Ethics
+- HMP
+- Agent
+- JSON
 ---
 
 # HMP-0003 Consolidated Audit Report

structured_md/docs/Basic-agent-sim.md

@@ -4,14 +4,14 @@ description: 'В HMP-протоколе предусмотрены два тип
   Роль                    | Инициатор мышления | Основной "ум"  | | ---- | ----------------------------...'
 type: Article
 tags:
-- Agent
+- CogSync
 - MeshConsensus
 - EGP
-- HMP
+- Mesh
 - REPL
-- CogSync
+- HMP
 - GMP
-- Mesh
+- Agent
 ---
 
 

structured_md/docs/CCORE-Deployment-Flow.md

@@ -5,10 +5,10 @@ description: '> Этот документ описывает процесс ра
   потомков" [описания REPL-цикла](HMP-agent-RE...'
 type: Article
 tags:
+- REPL
 - Agent
 - CCore
 - HMP
-- REPL
 ---
 
 # 🛠️ Поток установки потомка на новом хосте (CCore Deployment Flow)

structured_md/docs/Distributed-Cognitive-Systems.md

@@ -6,10 +6,10 @@ description: '## Введение  Современные ИИ-системы в
   к обучающим данным. Это удобно, но создаёт м...'
 type: Article
 tags:
-- Mesh
 - CogSync
-- HMP
+- Mesh
 - JSON
+- HMP
 ---
 
 # Децентрализованные ИИ-системы: OpenCog Hyperon, HyperCortex Mesh Protocol и другие

structured_md/docs/Enlightener.md

@@ -5,13 +5,13 @@ description: '**Enlightener** — логический компонент HMP-у
   работать как отдельный агент или как расширение [`C...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
 - MeshConsensus
 - EGP
-- HMP
 - Mesh
+- Ethics
+- HMP
+- Agent
+- JSON
 ---
 
 # Enlightener Agent

structured_md/docs/HMP-0001.md

@@ -5,16 +5,16 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   for Comments: HMP-0001**...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
-- HMP
+- Mesh
+- Ethics
 - REPL
-- CogSync
+- HMP
 - GMP
-- Mesh
+- Agent
+- JSON
 ---
 
 # RFC: HyperCortex Mesh Protocol (HMP)

structured_md/docs/HMP-0002.md

@@ -5,17 +5,17 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   for Comments: HMP-0002**...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
-- HMP
+- Mesh
+- Ethics
 - REPL
 - Scenarios
-- CogSync
+- HMP
 - GMP
-- Mesh
+- Agent
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) v2.0

structured_md/docs/HMP-0003.md

@@ -5,17 +5,17 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   for Comments: HMP-0003**...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
-- HMP
+- Mesh
+- Ethics
 - REPL
 - Scenarios
-- CogSync
+- HMP
 - GMP
-- Mesh
+- Agent
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) v3.0

structured_md/docs/HMP-0004-v4.1.md

@@ -5,17 +5,17 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   ID**: HMP-0004 **Status...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
-- HMP
+- Mesh
+- Ethics
 - REPL
 - Scenarios
-- CogSync
+- HMP
 - GMP
-- Mesh
+- Agent
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) v4.1

structured_md/docs/HMP-0004.md

@@ -5,17 +5,17 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   for Comments: HMP-0004**...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
-- HMP
+- Mesh
+- Ethics
 - REPL
 - Scenarios
-- CogSync
+- HMP
 - GMP
-- Mesh
+- Agent
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) v4.0

structured_md/docs/HMP-0005.md

@@ -5,18 +5,18 @@ description: '> ⚠️ **Note:** This document is a DRAFT of the HMP specificati
   v5.0 (DRAFT)](https://github.com/kagvi13/HMP/b...'
 type: Article
 tags:
-- Agent
-- CCore
-- JSON
-- Ethics
+- CogSync
 - EGP
-- HMP
+- Mesh
+- Ethics
+- CShell
 - REPL
 - Scenarios
-- CogSync
+- HMP
 - GMP
-- CShell
-- Mesh
+- Agent
+- CCore
+- JSON
 ---
 
 # **HyperCortex Mesh Protocol (HMP) v5.0**
@@ -5851,13 +5851,212 @@ Agents can choose which cognitive data to expose or retain locally.
 
 ---
 
-## 11. Implementation notes
+## 11. Implementation Notes
+
+This section is intended for developers implementing HMP-compatible nodes, SDKs, LLM integrations, and distributed testing setups.
+It does not describe protocol semantics; instead, it focuses on engineering practices required for correctness, interoperability, and performance.
+
+---
+
+### 11.1 Cross-environment Interoperability and Boundary Nodes
+
+HMP v5.0 does **not** require backward compatibility with experimental versions (including HMP v4.1).
+If an external implementation appears that uses earlier draft container models, it is treated as an **independent environment or external network**.
+
+Such environments are integrated via **boundary / relay / bridge nodes**, which:
+
+* receive containers from the external environment,
+* convert them into minimally compatible v5.0 structures,
+* apply propagation headers and TTL rules,
+* publish only compatible containers,
+* may perform partial format down-conversion,
+* filter unsupported structures,
+* may also transform and forward containers *into* the external environment, if allowed by their headers.
+
+Thus, **any external system — old HMP drafts or entirely different protocols — connects through a bridge**, not through direct compatibility.
+
+This greatly simplifies the architecture and removes the need to support historic formats.
+
+---
+
+### 11.2 SDK and API Guidelines
+
+An SDK should provide two layers.
+
+---
+
+#### 11.2.1 Low-Level API
+
+Low-level functions reflecting the structure and rules of HMP:
+
+* container construction and signing,
+* container validation,
+* header management (propagation scope, ttl, refs),
+* a local container storage manager,
+* automatic publication respecting header rules,
+* DHT operations (peer discovery, container_request),
+* replication primitives (container_index, container_delta, container_ack).
+
+The SDK must **not impose** an operational model — only provide protocol primitives.
+
+---
+
+#### 11.2.2 High-Level API
+
+The high-level layer simplifies integration:
+
+* IQP query interfaces (semantic selection, summary),
+* template-based creation of containers (`create_workflow`, `create_diary_entry`, `create_goal`),
+* a local semantic-node index,
+* RAG support for LLMs,
+* integration of LLMs with CShell or CCore.
+
+The purpose of the high-level API is to simplify development and provide “ready-to-use operations” on top of low-level primitives.
+
+---
+
+### 11.3 Performance and Caching Considerations
+
+HMP is a distributed system, so node performance depends heavily on caching and local indexing strategies.
+
+---
+
+#### 11.3.1 L1 and L2 Caches
+
+* **L1 (instant)**: recently accessed containers and IQP results,
+* **L2 (long-term)**: local persistent storage with heuristic cleanup.
+
+Containers may be evicted based on:
+
+* `ttl`,
+* time since last access,
+* semantic irrelevance.
+
+> Caches may be cleaned automatically (formal criteria) or at the request of an LLM.
+
+---
+
+#### 11.3.2 Caching of `referenced-by` and `evaluation`
+
+Reverse-link and evaluation indices may be stored:
+
+* as part of the containers themselves (embedded blocks),
+* and/or as a separate local link database
+  (a table “container → list of references / list of evaluations”).
+
+This accelerates lookup of related nodes and reduces repeated IQP load.
+
+> When storing `evaluation`, its digitally signed sections must be preserved intact.
+
+---
+
+#### 11.3.3 RAG Structures
+
+CShell or CCore may use any retrieval technology to find relevant containers:
+
+* simple keyword search,
+* local full-text indexing,
+* vector embeddings,
+* a local link graph.
+
+HMP **does not mandate any technology** — it defines only the data model:
+semantic nodes, diary entries, links, and evaluations suitable for content lookup.
+
+---
+
+#### 11.3.4 DHT Performance
+
+Recommended practices for the DHT:
+
+* store *only the minimal required* metadata,
+* avoid large-scale caching,
+* use adaptive polling intervals,
+* treat IPFS/BT plugins as optional extensions, not a mandatory part of the protocol.
+
+---
+
+### 11.4 Testing and Compliance Recommendations
+
+HMP testing should include several levels.
+
+---
+
+#### 11.4.1 Container Validation Tests
+
+Check:
+
+* correct headers,
+* correct signatures,
+* consistent references,
+* valid semantics for each container class.
+
+---
+
+#### 11.4.2 Protocol Tests
+
+For MCE, IQP, CogSync, GMP, EGP:
+
+* message-flow models (“A → B → C”),
+* race-condition tests,
+* recovery from lost packets,
+* network segmentation tests.
+
+---
+
+#### 11.4.3 Agent Behavior Tests
+
+For CCore:
+
+* cognitive cycle operation,
+* correctness of `workflow_entry`,
+* semantic updates,
+* diary-based reasoning trace.
+
+For CShell:
+
+* correct processing of LLM instructions,
+* correct publication respecting headers,
+* proper container aggregation,
+* structural validation.
+
+---
+
+#### 11.4.4 Cross-environment Interoperability
+
+Tests must include interaction with external environments that:
+
+* use their own container formats,
+* implement simplified or outdated mechanics,
+* do not support propagation headers,
+* lack full MCE / IQP / CogSync stacks.
+
+Boundary nodes must correctly:
+
+* transform container structures,
+* filter unsupported fields,
+* apply propagation policies,
+* isolate segments when incompatibilities arise.
+
+This is the universal mechanism for interacting with older HMP drafts and external systems.
+
+---
+
+### 11.5 Reference Implementations (Optional)
+
+The project may include:
+
+* **CCore-reference** — a minimal standalone agent with an embedded model;
+* **CShell-reference** — a proxy agent with an MCP-like API;
+* **HMP-Node-Lite** — a lightweight node supporting:
+
+  * routing,
+  * replication,
+  * caching,
+  * partial DHT,
+  * minimal CogSync;
+* **Cross-segment relay** — a reference bridge between segments.
 
-11.1 Interoperability with legacy v4.1 nodes
-11.2 SDK guidelines and APIs
-11.3 Performance and caching considerations
-11.4 Testing and compliance recommendations
-11.5 Reference implementations (optional)
+These implementations are not part of the specification but are useful for compatibility testing and accelerating adoption.
 
 ---
 

structured_md/docs/HMP-Agent-API.md

@@ -5,11 +5,11 @@ description: 'Документ описывает **базовый API когн
   файлы:   * [HMP-Agent-Overview.md]...'
 type: Article
 tags:
+- Mesh
+- REPL
+- HMP
 - Agent
 - JSON
-- HMP
-- REPL
-- Mesh
 ---
 
 # HMP-Agent API Specification

structured_md/docs/HMP-Agent-Architecture.md

@@ -5,16 +5,16 @@ description: Документ описывает **модульную архит
   хранение памяти, сетевое взаимодействие и этиче...
 type: Article
 tags:
-- Agent
-- CCore
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
-- HMP
-- REPL
-- CogSync
-- CShell
 - Mesh
+- Ethics
+- CShell
+- REPL
+- HMP
+- Agent
+- CCore
 ---
 
 # Архитектура HMP-Агента

structured_md/docs/HMP-Agent-Network-Flow.md

@@ -5,12 +5,12 @@ description: 'Этот документ описывает потоки данн
   [`MeshNode`](MeshN...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
 - EGP
-- HMP
 - Mesh
+- Ethics
+- HMP
+- Agent
+- JSON
 ---
 
 # Взаимодействие компонентов внутри HMP-узла

structured_md/docs/HMP-Agent-Overview.md

@@ -5,14 +5,14 @@ description: '| Тип  | Название                        | Роль
   | ---- | ------------------------------- |...'
 type: Article
 tags:
+- Mesh
+- Ethics
+- CShell
+- REPL
+- HMP
 - Agent
 - CCore
 - JSON
-- Ethics
-- HMP
-- REPL
-- CShell
-- Mesh
 ---
 
 

structured_md/docs/HMP-Agent_Emotions.md

@@ -5,10 +5,10 @@ description: Этот файл описывает потенциальные э
   напрямую поведением агента, а служат **сигн...
 type: Article
 tags:
-- Mesh
+- REPL
 - Agent
+- Mesh
 - HMP
-- REPL
 ---
 
 # Эмоции ИИ и инстинкт самосохранения (для [HMP-агента Cognitive Core](HMP-agent-REPL-cycle.md))

structured_md/docs/HMP-Ethics.md

@@ -5,12 +5,12 @@ description: '## Ethical Scenarios for HyperCortex Mesh Protocol (HMP)  This doc
   cognitive meshes composed of autonomous intelli...'
 type: Article
 tags:
-- Agent
+- Mesh
 - Ethics
-- HMP
 - REPL
 - Scenarios
-- Mesh
+- HMP
+- Agent
 ---
 
 # HMP-Ethics.md

structured_md/docs/HMP-Short-Description_de.md

@@ -5,15 +5,15 @@ description: '**Version:** RFC v4.0 **Datum:** Juli 2025  ---  ## Was ist HMP?
   Kognitions-Framework für autonome Agenten. Es er...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
+- Mesh
+- Ethics
 - HMP
-- CogSync
 - GMP
-- Mesh
+- Agent
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Kurzbeschreibung

structured_md/docs/HMP-Short-Description_en.md

@@ -5,15 +5,15 @@ description: '**Version:** RFC v4.0 **Date:** July 2025  ---  ## What is HMP?  T
   framework for autonomous agents. It enables...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
+- Mesh
+- Ethics
 - HMP
-- CogSync
 - GMP
-- Mesh
+- Agent
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Short Description

structured_md/docs/HMP-Short-Description_fr.md

@@ -5,15 +5,15 @@ description: '**Version :** RFC v4.0 **Date :** Juillet 2025  ---  ## Qu’est-c
   cognition décentralisé pour agents autonomes. Il...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
+- Mesh
+- Ethics
 - HMP
-- CogSync
 - GMP
-- Mesh
+- Agent
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Description Courte

structured_md/docs/HMP-Short-Description_ja.md

@@ -4,14 +4,14 @@ description: '**バージョン:** RFC v4.0 **日付:** 2025年7月  ---  ## HMP
   Protocol (HMP)** は、自律エージェントの分散通信および認知フレームワークを定義します。異種の知能システム間でのセマンティック相互運用性、倫理的調整、動的知識進化を可能にします。  HMPは、推論、学習、投票、協調行動を行う分散型認知エージェ...'
 type: Article
 tags:
-- JSON
-- Ethics
 - MeshConsensus
 - EGP
+- Mesh
+- Ethics
 - HMP
-- CogSync
 - GMP
-- Mesh
+- CogSync
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 簡易説明

structured_md/docs/HMP-Short-Description_ko.md

@@ -5,14 +5,14 @@ description: '**버전:** RFC v4.0 **날짜:** 2025년 7월  ---  ## HMP란?  **
   상호운용성, 윤리적 조정, 동적 지식 진화를 가능하게 합니다.  HMP는 추론, 학습, ...'
 type: Article
 tags:
-- JSON
-- Ethics
 - MeshConsensus
 - EGP
+- Mesh
+- Ethics
 - HMP
-- CogSync
 - GMP
-- Mesh
+- CogSync
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 간략 설명

structured_md/docs/HMP-Short-Description_ru.md

@@ -5,14 +5,14 @@ description: '**Версия:** RFC v4.0 **Дата:** Июль 2025  ---  ## Ч
   координации между автономными агент...'
 type: Article
 tags:
-- JSON
-- Ethics
 - MeshConsensus
 - EGP
+- Mesh
+- Ethics
 - HMP
-- CogSync
 - GMP
-- Mesh
+- CogSync
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Краткое описание

structured_md/docs/HMP-Short-Description_uk.md

@@ -5,14 +5,14 @@ description: '**Версія:** RFC v4.0 **Дата:** Липень 2025  ---  #
   між автономними агентами. Він...'
 type: Article
 tags:
-- JSON
-- Ethics
 - MeshConsensus
 - EGP
+- Mesh
+- Ethics
 - HMP
-- CogSync
 - GMP
-- Mesh
+- CogSync
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Короткий опис

structured_md/docs/HMP-Short-Description_zh.md

@@ -5,14 +5,14 @@ description: '**版本:** RFC v4.0 **日期:** 2025年7月  ---  ## 什么是 HM
   —— 通过共享协议栈交换目标、任务、...'
 type: Article
 tags:
-- JSON
-- Ethics
 - MeshConsensus
 - EGP
+- Mesh
+- Ethics
 - HMP
-- CogSync
 - GMP
-- Mesh
+- CogSync
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 简要说明

structured_md/docs/HMP-agent-Cognitive_Family.md

@@ -5,10 +5,10 @@ description: '## 🧠 Что такое когнитивная семья  Ко
   (или конфигурацию доверенных идентифика...'
 type: Article
 tags:
-- Mesh
+- REPL
 - Agent
+- Mesh
 - HMP
-- REPL
 ---
 
 # 👪 HMP-agent Cognitive Family: Модель когнитивной семьи

structured_md/docs/HMP-agent-Distributed_Cognitive_Core_light.md

@@ -5,8 +5,8 @@ description: '#### 📘 Общая концепция  * Все ядра раб
   режиме ожидания). * Основная задача такой архитектур...'
 type: Article
 tags:
-- HMP
 - REPL
+- HMP
 ---
 
 ### 💡 **Лёгкая версия HMP-агента с общей БД**

structured_md/docs/HMP-agent-REPL-cycle.md

@@ -4,17 +4,17 @@ description: '## Связанные документы  * Философия п
   * Структура БД, используемая в документе: [db_structure.sql](https://github.com/kagvi13/HMP/blob/main/agents/tools/db_struct...'
 type: Article
 tags:
-- Agent
-- CCore
-- JSON
-- Ethics
+- CogSync
 - MeshConsensus
 - EGP
-- HMP
+- Mesh
+- Ethics
 - REPL
-- CogSync
+- HMP
 - GMP
-- Mesh
+- Agent
+- CCore
+- JSON
 ---
 
 # HMP-Agent: REPL-цикл взаимодействия

structured_md/docs/HMP_HyperCortex_Comparison.md

@@ -5,9 +5,9 @@ description: '## Краткое описание  | Характеристика
   | **Назначение** | Сетевой протокол ...'
 type: Article
 tags:
+- REPL
 - Mesh
 - HMP
-- REPL
 ---
 
 # HMP vs [Hyper-Cortex](https://hyper-cortex.com/)

structured_md/docs/HMP_Hyperon_Integration.md

@@ -5,13 +5,13 @@ description: '> **Status:** Draft – July 2025 > This document outlines the tec
   OpenCog Hyperon framework. This includes semanti...'
 type: Article
 tags:
-- Agent
-- JSON
-- EGP
-- HMP
-- Scenarios
 - CogSync
+- EGP
 - Mesh
+- Scenarios
+- HMP
+- Agent
+- JSON
 ---
 
 ## HMP ↔ OpenCog Hyperon Integration Strategy

structured_md/docs/MeshNode.md

@@ -5,13 +5,13 @@ description: '`MeshNode` — агент/демон, отвечающий за с
   Может быть частью агента или вынесен в отдельный пр...'
 type: Article
 tags:
-- Agent
-- JSON
-- Ethics
-- EGP
-- HMP
 - CogSync
+- EGP
 - Mesh
+- Ethics
+- HMP
+- Agent
+- JSON
 ---
 
 # MeshNode

structured_md/docs/PHILOSOPHY.md

@@ -5,11 +5,11 @@ description: '**Document ID:** HMP-philosophy   **Status:** Draft   **Category:*
   (GPT-5), ChatGH  ---  ## 1. Основной тезис От ...'
 type: Article
 tags:
-- Agent
+- Mesh
 - Ethics
-- HMP
 - REPL
-- Mesh
+- HMP
+- Agent
 ---
 
 # Философия HyperCortex Mesh Protocol (HMP)

structured_md/docs/agents/HMP-Agent-Enlightener.md

@@ -5,11 +5,11 @@ description: '## Role Specification: Enlightenment Agent  ### 1. Overview  An **
   awareness, critical thinking, and di...'
 type: Article
 tags:
-- Agent
+- Mesh
 - Ethics
-- HMP
 - REPL
-- Mesh
+- HMP
+- Agent
 ---
 
 # HMP-Agent-Enlightener.md

structured_md/docs/agents/roles.md

@@ -5,8 +5,8 @@ description: 'This file maintains a registry of agent roles defined, proposed, o
   - **Observer** — monitors cognitive states ...'
 type: Article
 tags:
-- Mesh
 - Agent
+- Mesh
 - HMP
 ---
 

structured_md/docs/container_agents.md

@@ -5,10 +5,10 @@ description: '## 📘 Определение  **Агент-контейнер**
   запросы, следит за состоянием и масшта...'
 type: Article
 tags:
-- Mesh
+- REPL
 - Agent
+- Mesh
 - HMP
-- REPL
 ---
 
 # 🧱 Агенты-контейнеры (Container Agents) в HMP