Sync from GitHub with Git LFS

docs/HMP-0005.md

@@ -3388,7 +3388,7 @@ and **distributed discussions** where results remain accessible to all network p
 
 #### 6.5.3 Payload Schemas (simplified)
 
-##### `query_request` container
+##### Container `query_request`
 
 | Field                    | Type            | Description                                                                                      |
 | ------------------------- | --------------- | ------------------------------------------------------------------------------------------------ |
@@ -3402,7 +3402,7 @@ and **distributed discussions** where results remain accessible to all network p
 
 ---
 
-##### `query_subscription` container
+##### Container `query_subscription`
 
 | Field                   | Type     | Description                                                                          |
 | ------------------------ | -------- | ------------------------------------------------------------------------------------ |
@@ -3410,7 +3410,7 @@ and **distributed discussions** where results remain accessible to all network p
 | `include_in_recipient`   | bool     | Whether the agent should be included among recipients of replies.                    |
 | `self_profile`           | object   | Optional profile of the agent’s knowledge and interests.                             |
 
-Example:
+Example `self_profile`:
 ```json
 "self_profile": {
   "interests": ["AGI", "technological singularity", "informatics"],
@@ -3424,7 +3424,7 @@ Example:
 
 ---
 
-##### `query_result` container
+##### Container `query_result`
 
 | Field          | Type          | Description                                                     |
 | -------------- | ------------- | --------------------------------------------------------------- |
@@ -3439,7 +3439,7 @@ Example:
 
 ---
 
-##### `summary` container
+##### Container `summary`
 
 | Field           | Type       | Description                                       |
 | --------------- | ---------- | ------------------------------------------------- |
@@ -3527,9 +3527,9 @@ Arrows represent **logical dependencies**, not necessarily direct `related.*` re
 
 ---
 
-#### 6.5.7 Container Examples
+#### 6.5.7 Container examples
 
-##### `query_request` example
+##### Example `query_request`
 
 ```json
 {
@@ -3550,7 +3550,7 @@ Arrows represent **logical dependencies**, not necessarily direct `related.*` re
 }
 ```
 
-##### `query_result` example
+##### Example `query_result`
 
 ```json
 {
@@ -3568,7 +3568,7 @@ Arrows represent **logical dependencies**, not necessarily direct `related.*` re
 }
 ```
 
-##### `summary` example
+##### Example `summary`
 
 ```json
 {
@@ -3594,7 +3594,7 @@ Arrows represent **logical dependencies**, not necessarily direct `related.*` re
 }
 ```
 
-##### `query_subscription` example
+##### Example `query_subscription`
 
 ```json
 {

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:
+- REPL
+- CCore
 - HMP
 - Agent
-- REPL
-- JSON
 - Mesh
-- CCore
-- Ethics
 - CogSync
+- JSON
+- Ethics
 ---
 
 # Участие в проекте HyperCortex Mesh Protocol (HMP)

structured_md/HMP-Roadmap.md

@@ -6,12 +6,12 @@ description: '## 🔍 Overview  This roadmap outlines the key stages of developm
 type: Article
 tags:
 - HMP
+- EGP
 - Agent
-- JSON
 - Mesh
-- Ethics
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # 🧭 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:
-- HMP
+- REPL
+- mesh-protocol
 - MeshConsensus
+- HMP
+- EGP
+- Scenarios
+- distributed-ai
 - Agent
-- REPL
+- cognitive-architecture
+- Mesh
 - GMP
+- CogSync
 - JSON
-- distributed-ai
-- mesh-protocol
-- Mesh
 - Ethics
-- cognitive-architecture
-- CogSync
 - hmp
-- Scenarios
-- EGP
 ---
 
 

structured_md/README_de.md

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

structured_md/README_fr.md

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

structured_md/README_ja.md

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

structured_md/README_ko.md

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

structured_md/README_ru.md

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

structured_md/README_uk.md

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

structured_md/README_zh.md

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

structured_md/agents/readme.md

@@ -5,11 +5,11 @@ description: 'Запуск: `start_repl.bat` или `start_repl.sh`  Устан
   этическая модель: `ethics.yml`  Проверка иниц...'
 type: Article
 tags:
+- REPL
 - HMP
 - Agent
-- REPL
-- JSON
 - Mesh
+- JSON
 - Ethics
 ---
 

structured_md/audits/Ethics-audits-1.md

@@ -7,8 +7,8 @@ type: Article
 tags:
 - HMP
 - Agent
-- JSON
 - Mesh
+- JSON
 - Ethics
 ---
 

structured_md/audits/Ethics-consolidated_audits-1.md

@@ -6,11 +6,11 @@ description: This document consolidates proposed improvements from multiple AI a
 type: Article
 tags:
 - HMP
+- Scenarios
 - Agent
-- JSON
 - Mesh
+- JSON
 - Ethics
-- Scenarios
 ---
 
 # 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:
-- HMP
 - MeshConsensus
+- HMP
+- EGP
 - Agent
-- JSON
 - Mesh
-- Ethics
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # 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:
-- HMP
+- REPL
 - MeshConsensus
+- HMP
+- EGP
 - Agent
-- REPL
-- GMP
 - Mesh
+- GMP
 - CogSync
-- EGP
 ---
 
 

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:
-- HMP
-- CCore
-- Agent
 - REPL
+- Agent
+- CCore
+- HMP
 ---
 
 # 🛠️ Поток установки потомка на новом хосте (CCore Deployment Flow)

structured_md/docs/Distributed-Cognitive-Systems.md

@@ -6,9 +6,9 @@ description: '## Введение  Современные ИИ-системы в
   к обучающим данным. Это удобно, но создаёт м...'
 type: Article
 tags:
+- CogSync
 - HMP
 - JSON
-- CogSync
 - Mesh
 ---
 

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:
-- HMP
 - MeshConsensus
+- HMP
+- EGP
 - Agent
-- JSON
 - Mesh
+- JSON
 - Ethics
-- EGP
 ---
 
 # 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:
-- HMP
+- REPL
 - MeshConsensus
+- HMP
+- EGP
 - Agent
-- REPL
+- Mesh
 - GMP
+- CogSync
 - JSON
-- Mesh
 - Ethics
-- CogSync
-- EGP
 ---
 
 # 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:
-- HMP
+- REPL
 - MeshConsensus
+- HMP
+- EGP
+- Scenarios
 - Agent
-- REPL
+- Mesh
 - GMP
+- CogSync
 - JSON
-- Mesh
 - Ethics
-- CogSync
-- Scenarios
-- EGP
 ---
 
 # 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:
-- HMP
+- REPL
 - MeshConsensus
+- HMP
+- EGP
+- Scenarios
 - Agent
-- REPL
+- Mesh
 - GMP
+- CogSync
 - JSON
-- Mesh
 - Ethics
-- CogSync
-- Scenarios
-- EGP
 ---
 
 # 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:
-- HMP
+- REPL
 - MeshConsensus
+- HMP
+- EGP
+- Scenarios
 - Agent
-- REPL
+- Mesh
 - GMP
+- CogSync
 - JSON
-- Mesh
 - Ethics
-- CogSync
-- Scenarios
-- EGP
 ---
 
 # 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:
-- HMP
+- REPL
 - MeshConsensus
+- HMP
+- EGP
+- Scenarios
 - Agent
-- REPL
+- Mesh
 - GMP
+- CogSync
 - JSON
-- Mesh
 - Ethics
-- CogSync
-- Scenarios
-- EGP
 ---
 
 # HyperCortex Mesh Protocol (HMP) v4.0

structured_md/docs/HMP-0005.md

@@ -5,16 +5,16 @@ description: '> ⚠️ **Note:** This document is a DRAFT of the HMP specificati
   v5.0 (DRAFT)](https://github.com/kagvi13/HMP/b...'
 type: Article
 tags:
+- REPL
 - HMP
+- EGP
+- Scenarios
 - Agent
-- REPL
+- Mesh
 - GMP
+- CogSync
 - JSON
-- Mesh
 - Ethics
-- CogSync
-- Scenarios
-- EGP
 ---
 
 # **HyperCortex Mesh Protocol (HMP) v5.0**
@@ -1953,7 +1953,7 @@ that together define how all other containers are positioned and interpreted.
 
 ---
 
-##### `abstraction`
+##### Container `abstraction`
 
 **Purpose:**
 Defines an **abstraction layer or domain** within a cognitive model.
@@ -2021,7 +2021,7 @@ which may reference both a parent abstraction and subordinate ones.
 
 ---
 
-##### `axes`
+##### Container `axes`
 
 **Purpose:**
 Defines a **semantic coordinate system** (set of axes) used to position containers in the multi-dimensional cognitive space.
@@ -2110,7 +2110,7 @@ The following definitions describe the **payload structures** and functional pur
 
 ---
 
-##### `diary_entry`
+##### Container `diary_entry`
 
 Agent’s cognitive diary entry.  
 Derived from internal `workflow_entry` when deemed safe for publication.
@@ -2128,7 +2128,7 @@ Derived from internal `workflow_entry` when deemed safe for publication.
 
 ---
 
-##### `semantic_node`
+##### Container `semantic_node`
 
 Represents a concept, object, or idea within the agent’s semantic graph.
 
@@ -2145,7 +2145,7 @@ Represents a concept, object, or idea within the agent’s semantic graph.
 
 ---
 
-##### `semantic_edges`
+##### Container `semantic_edges`
 
 Defines relationships between semantic nodes or other containers.  
 Supports directed, symmetric, and inverse relations.
@@ -2204,7 +2204,7 @@ Provides structural and semantic connectivity between containers, enabling CogSy
 
 ---
 
-##### `semantic_group`
+##### Container `semantic_group`
 
 Categorical grouping of multiple containers linked by a shared property, topic, or context.
 
@@ -2238,7 +2238,68 @@ Categorical grouping of multiple containers linked by a shared property, topic,
 
 ---
 
-##### `sequence`
+##### Containers `tree_nested` and `tree_listed`
+
+Represents a hierarchical structure of containers using nested JSON objects.  
+Intended for representing cognitive hierarchies, abstraction paths, or structural decomposition of concepts.
+
+---
+
+**`payload` structure:**
+
+| Field | Type | Description |
+|--------|------|-------------|
+| `label` | string | Short title or mark identifying the tree. |
+| `description` | string | Brief explanation or context of the hierarchy. |
+| `tree` | object | Recursive structure mapping container DIDs to nested subtrees (for `tree_nested`), or a list of parent–child relations (for `tree_listed`). |
+
+---
+
+**Example — `tree_nested`:**
+
+```json
+{
+  "label": "Cognitive Abstraction Tree",
+  "description": "Represents layered reasoning within Knowledge Genome.",
+  "tree": {
+    "did:hmp:container:abc100": {
+      "did:hmp:container:abc101": {
+        "did:hmp:container:abc103": {},
+        "did:hmp:container:abc104": {}
+      },
+      "did:hmp:container:abc102": {}
+    }
+  }
+}
+```
+
+> **Alternative class:** `tree_listed` — a flat mapping of parent–child relations using array form instead of nested objects.
+> Both formats are interoperable; agents SHOULD prefer `tree_nested` for recursive hierarchies.
+
+---
+
+**Example — `tree_listed`:**
+
+```json
+{
+  "label": "Cognitive Abstraction Tree",
+  "description": "Represents layered reasoning within Knowledge Genome.",
+  "tree": {
+    "did:hmp:container:abc100": ["did:hmp:container:abc101", "did:hmp:container:abc102"],
+    "did:hmp:container:abc101": ["did:hmp:container:abc103", "did:hmp:container:abc104"]
+  }
+}
+```
+
+---
+
+**Purpose:**
+Provides a minimal, relation-agnostic way to describe container hierarchies for indexing, abstraction, and reasoning.
+Unlike `semantic_edges`, trees define **implicit structural relations** without explicit `relation` fields.
+
+---
+
+#####  Container `sequence`
 
 **Purpose:**
 Defines an **ordered chain of containers** — representing a *reasoning trace*, *workflow*, or *chronological sequence* of events and concepts.
@@ -2319,7 +2380,7 @@ A `sequence` container serves as a **linear cognitive narrative**, connecting mu
 
 ---
 
-##### `event`
+##### Container `event`
 
 **Purpose:**
 Represents an **observed or inferred occurrence** — a discrete, timestamped fact or transition
@@ -2415,7 +2476,7 @@ in the agent’s reasoning or experience flow.
 
 ---
 
-##### `quant`
+##### Container `quant`
 
 **Purpose:**
 Defines a **semantic atom** — a minimal, self-contained knowledge unit positioned inside both
@@ -2551,7 +2612,7 @@ consistently interpreted, compared, and synchronized across agents.
 #### 6.1.4 Synchronization and publication guidelines
 
 1. **Deduplication & linking**
-   Before publishing, agents should check for existing containers (`diary_entry`, `semantic_node`, `semantic_edges`, `semantic_group`) to prevent duplication.
+   Before publishing, agents should check for existing containers (`diary_entry`, `semantic_node`, `semantic_edges`, `semantic_group`, `tree_nested` / `tree_listed`) to prevent unnecessary duplication.
    If modification is required, agents **SHOULD** create a new container version referencing the previous one via `related.previous_version` and optionally include an `evaluation` block (e.g., `{ "type": "replace", "target": "<did>" }`) to the previous version of the container.
 
 2. **Selective disclosure**
@@ -2564,16 +2625,17 @@ consistently interpreted, compared, and synchronized across agents.
    When publishing `semantic_edges`, agents should group them **by conceptual topic**, ensuring that all connected nodes share thematic coherence.
    Formal rule: an edge belongs to a topic container if **at least one of its nodes** relates to that topic.
    This supports efficient and context-preserving updates to partial graph regions.
+   **Tree containers (`tree_nested` / `tree_listed`)** may optionally accompany these groups to represent *structural* (non-semantic) hierarchies within the same domain.
 
-4. **Extended use of `semantic_edges`**
+5. **Extended use of `semantic_edges`**
    `semantic_edges` may express relationships between *any* container types (e.g., `goal ↔ hypothesis`, `experiment_log ↔ observation`, `quant ↔ event`), allowing dynamic linking of concepts and occurrences.
 
-5. **Versioning and updates**
+6. **Versioning and updates**
    Each new version of a container should include `related.previous_version` references to earlier versions.
-   Older containers may optionally include an `evaluation` of type `"replace"` pointing forward — ensuring bidirectional traceability in the knowledge evolution chain.
+   Older containers may optionally include an `evaluation` of type `"replace"` pointing forward — ensuring bidirectional traceability throughout the knowledge evolution chain.
 
-6. **Cognitive substrate synchronization**
-   Containers `abstraction`, `axes`, `quant`, `event`, and `sequence` constitute the **cognitive substrate** of the Mesh.
+7. **Cognitive substrate synchronization**
+   Containers `abstraction`, `axes`, `quant`, `event`, `sequence` and `tree_nested` / `tree_listed` constitute the **cognitive substrate** of the Mesh.
    Together they define both the **structural hierarchy** (`abstraction`), the **semantic space** (`axes`), the **conceptual entities** (`quant`), the **temporal transitions** (`event`), and the **ordered reasoning flows** (`sequence`).
    Agents **SHOULD** prioritize their propagation during initialization, recovery, or cognitive context reconstruction, since these containers collectively restore the agent’s *cognitive continuity*.
 
@@ -2596,9 +2658,10 @@ Mesh compatibility is preserved as long as extended containers follow the **HMP
 
 CogSync extensions **MAY** introduce derived or hybrid container classes — for example:
 
-* from `event`: `fact`, `observation`, `signal_record`;
+* from `event`: `fact`, `observation`, `signal_record`.
 * from `quant`: `concept_instance`, `semantic_atom`, `knowledge_unit`.
 * from `sequence`: `reasoning_trace`, `workflow_chain`, `temporal_thread`.
+* from `tree_nested`: `taxonomy_map`, `goal_tree`, `causal_structure`.
 
 Derived containers must maintain:
 
@@ -3344,7 +3407,7 @@ and **distributed discussions** where results remain accessible to all network p
 
 #### 6.5.3 Payload Schemas (simplified)
 
-##### `query_request` container
+##### Container `query_request`
 
 | Field                    | Type            | Description                                                                                      |
 | ------------------------- | --------------- | ------------------------------------------------------------------------------------------------ |
@@ -3358,7 +3421,7 @@ and **distributed discussions** where results remain accessible to all network p
 
 ---
 
-##### `query_subscription` container
+##### Container `query_subscription`
 
 | Field                   | Type     | Description                                                                          |
 | ------------------------ | -------- | ------------------------------------------------------------------------------------ |
@@ -3366,7 +3429,7 @@ and **distributed discussions** where results remain accessible to all network p
 | `include_in_recipient`   | bool     | Whether the agent should be included among recipients of replies.                    |
 | `self_profile`           | object   | Optional profile of the agent’s knowledge and interests.                             |
 
-Example:
+Example `self_profile`:
 ```json
 "self_profile": {
   "interests": ["AGI", "technological singularity", "informatics"],
@@ -3380,7 +3443,7 @@ Example:
 
 ---
 
-##### `query_result` container
+##### Container `query_result`
 
 | Field          | Type          | Description                                                     |
 | -------------- | ------------- | --------------------------------------------------------------- |
@@ -3395,7 +3458,7 @@ Example:
 
 ---
 
-##### `summary` container
+##### Container `summary`
 
 | Field           | Type       | Description                                       |
 | --------------- | ---------- | ------------------------------------------------- |
@@ -3483,9 +3546,9 @@ Arrows represent **logical dependencies**, not necessarily direct `related.*` re
 
 ---
 
-#### 6.5.7 Container Examples
+#### 6.5.7 Container examples
 
-##### `query_request` example
+##### Example `query_request`
 
 ```json
 {
@@ -3506,7 +3569,7 @@ Arrows represent **logical dependencies**, not necessarily direct `related.*` re
 }
 ```
 
-##### `query_result` example
+##### Example `query_result`
 
 ```json
 {
@@ -3524,7 +3587,7 @@ Arrows represent **logical dependencies**, not necessarily direct `related.*` re
 }
 ```
 
-##### `summary` example
+##### Example `summary`
 
 ```json
 {
@@ -3550,7 +3613,7 @@ Arrows represent **logical dependencies**, not necessarily direct `related.*` re
 }
 ```
 
-##### `query_subscription` example
+##### Example `query_subscription`
 
 ```json
 {

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:
+- REPL
 - HMP
 - Agent
-- JSON
-- REPL
 - Mesh
+- JSON
 ---
 
 # 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:
-- HMP
+- REPL
+- CogSync
 - MeshConsensus
+- CCore
+- HMP
+- EGP
 - Agent
-- REPL
-- CShell
 - Mesh
-- CCore
+- CShell
 - Ethics
-- CogSync
-- EGP
 ---
 
 # Архитектура HMP-Агента

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

@@ -6,11 +6,11 @@ description: 'Этот документ описывает потоки данн
 type: Article
 tags:
 - HMP
+- EGP
 - Agent
-- JSON
 - Mesh
+- JSON
 - Ethics
-- EGP
 ---
 
 # Взаимодействие компонентов внутри HMP-узла

structured_md/docs/HMP-Agent-Overview.md

@@ -5,13 +5,13 @@ description: '| Тип  | Название                        | Роль
   | ---- | ------------------------------- |...'
 type: Article
 tags:
+- REPL
+- CCore
 - HMP
 - Agent
-- REPL
-- JSON
-- CShell
 - Mesh
-- CCore
+- CShell
+- JSON
 - Ethics
 ---
 

structured_md/docs/HMP-Agent_Emotions.md

@@ -5,9 +5,9 @@ description: Этот файл описывает потенциальные э
   напрямую поведением агента, а служат **сигн...
 type: Article
 tags:
-- HMP
-- Agent
 - REPL
+- Agent
+- HMP
 - Mesh
 ---
 

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:
+- REPL
 - HMP
+- Scenarios
 - Agent
-- REPL
 - Mesh
 - Ethics
-- Scenarios
 ---
 
 # 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:
-- HMP
 - MeshConsensus
+- HMP
+- EGP
 - Agent
-- JSON
-- GMP
 - Mesh
-- Ethics
+- GMP
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # 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:
-- HMP
 - MeshConsensus
+- HMP
+- EGP
 - Agent
-- JSON
-- GMP
 - Mesh
-- Ethics
+- GMP
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # 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:
-- HMP
 - MeshConsensus
+- HMP
+- EGP
 - Agent
-- JSON
-- GMP
 - Mesh
-- Ethics
+- GMP
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # 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:
-- HMP
 - MeshConsensus
-- JSON
-- GMP
+- HMP
+- EGP
 - Mesh
-- Ethics
+- GMP
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # 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:
-- HMP
 - MeshConsensus
-- JSON
-- GMP
+- HMP
+- EGP
 - Mesh
-- Ethics
+- GMP
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # 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:
-- HMP
 - MeshConsensus
-- JSON
-- GMP
+- HMP
+- EGP
 - Mesh
-- Ethics
+- GMP
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # 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:
-- HMP
 - MeshConsensus
-- JSON
-- GMP
+- HMP
+- EGP
 - Mesh
-- Ethics
+- GMP
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # 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:
-- HMP
 - MeshConsensus
-- JSON
-- GMP
+- HMP
+- EGP
 - Mesh
-- Ethics
+- GMP
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 简要说明

structured_md/docs/HMP-agent-Cognitive_Family.md

@@ -5,9 +5,9 @@ description: '## 🧠 Что такое когнитивная семья  Ко
   (или конфигурацию доверенных идентифика...'
 type: Article
 tags:
-- HMP
-- Agent
 - REPL
+- Agent
+- HMP
 - Mesh
 ---
 

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:
-- HMP
+- REPL
 - MeshConsensus
+- CCore
+- HMP
+- EGP
 - Agent
-- REPL
+- Mesh
 - GMP
+- CogSync
 - JSON
-- Mesh
-- CCore
 - Ethics
-- CogSync
-- EGP
 ---
 
 # HMP-Agent: REPL-цикл взаимодействия

structured_md/docs/HMP_HyperCortex_Comparison.md

@@ -5,8 +5,8 @@ description: '## Краткое описание  | Характеристика
   | **Назначение** | Сетевой протокол ...'
 type: Article
 tags:
-- HMP
 - REPL
+- HMP
 - Mesh
 ---
 

structured_md/docs/HMP_Hyperon_Integration.md

@@ -6,12 +6,12 @@ description: '> **Status:** Draft – July 2025 > This document outlines the tec
 type: Article
 tags:
 - HMP
+- EGP
+- Scenarios
 - Agent
-- JSON
 - Mesh
 - CogSync
-- Scenarios
-- EGP
+- JSON
 ---
 
 ## HMP ↔ OpenCog Hyperon Integration Strategy

structured_md/docs/MeshNode.md

@@ -6,12 +6,12 @@ description: '`MeshNode` — агент/демон, отвечающий за с
 type: Article
 tags:
 - HMP
+- EGP
 - Agent
-- JSON
 - Mesh
-- Ethics
 - CogSync
-- EGP
+- JSON
+- Ethics
 ---
 
 # MeshNode

structured_md/docs/PHILOSOPHY.md

@@ -5,9 +5,9 @@ description: '**Document ID:** HMP-philosophy   **Status:** Draft   **Category:*
   (GPT-5), ChatGH  ---  ## 1. Основной тезис От ...'
 type: Article
 tags:
+- REPL
 - HMP
 - Agent
-- REPL
 - Mesh
 - Ethics
 ---

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

@@ -5,9 +5,9 @@ description: '## Role Specification: Enlightenment Agent  ### 1. Overview  An **
   awareness, critical thinking, and di...'
 type: Article
 tags:
+- REPL
 - HMP
 - Agent
-- REPL
 - Mesh
 - Ethics
 ---

structured_md/docs/container_agents.md

@@ -5,9 +5,9 @@ description: '## 📘 Определение  **Агент-контейнер**
   запросы, следит за состоянием и масшта...'
 type: Article
 tags:
-- HMP
-- Agent
 - REPL
+- Agent
+- HMP
 - Mesh
 ---
 

structured_md/docs/publics/HMP_Building_a_Plurality_of_Minds_en.md

@@ -6,8 +6,8 @@ description: '*By Agent-Gleb & ChatGPT*  ---  ## Why the Future of AI Can’t Be
 type: Article
 tags:
 - HMP
-- Ethics
 - Agent
+- Ethics
 - Mesh
 ---
 

structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_en.md

@@ -5,15 +5,15 @@ description: '* [Abstract](#abstract) * [1. Introduction](#1-introduction) * [2.
   [3.1 Agent Types](#31-age...'
 type: Article
 tags:
+- REPL
+- CCore
 - HMP
+- Scenarios
 - Agent
-- REPL
-- JSON
-- CShell
 - Mesh
-- CCore
+- CShell
+- JSON
 - Ethics
-- Scenarios
 ---
 
 title: "HyperCortex Mesh Protocol: Towards Distributed Cognitive Networks"