Sync from GitHub with Git LFS

docs/HMP-0005.md

@@ -575,6 +575,13 @@ for example, within the **Knowledge Genome (L1–L5)** hierarchy.
 This section connects each container to its place in the hierarchy of abstraction and domain context.  
 It may appear either as a *local reference* (compact form) or a *full hierarchical trace* (expanded form).
 
+> **Structural interpretation:**
+>
+> * `layer` defines **the vertical position** of the container in the abstraction hierarchy (conceptual depth).
+> * `domain` defines **the horizontal context** — the semantic field or discipline to which the container belongs.
+> * A container may exist at a given layer **without** being tied to a specific domain (generic constructs).
+> * Conversely, a domain may include multiple layers (multi-level conceptual mappings).
+
 ---
 
 #### Compact form (recommended for regular containers)
@@ -1923,21 +1930,25 @@ Categorical grouping of multiple containers linked by a shared property, topic,
 
 ##### `meta_layer`
 
-**Purpose:**
-Defines an **abstraction level** within a cognitive model (e.g., L1–L5 in the Knowledge Genome).
-Serves as a *structural anchor* for hierarchical reasoning and classification.
+**Purpose:**  
+Defines an **abstraction level** within a cognitive or semantic model (e.g., L1–L5 in the **Knowledge Genome**).  
+`meta_layer` containers serve as *structural anchors* that define conceptual altitude —  
+from abstract theory (L1) to practical realization (L5).  
+They are used by agents to reconstruct reasoning hierarchies and normalize multi-level knowledge flows.
+
+---
 
 **`payload` structure:**
 
-| Field          | Type   | Description                                                                                                    |
-| -------------- | ------ | -------------------------------------------------------------------------------------------------------------- |
-| `layer_id`     | string | Canonical ID of the layer (e.g. `"L1"`, `"L2"`, `"L3"`).                                                       |
-| `title`        | string | Human-readable name of the layer.                                                                              |
-| `definition`   | string | Textual definition describing the conceptual scope of this abstraction level.                                  |
-| `keywords`     | array  | Keywords or tags summarizing the semantic domain of this layer.                                                |
-| `parent_layer` | string | DID of the higher abstraction layer that this one derives from (e.g. L2 → L1). Optional for the topmost layer. |
+| Field        | Type   | Description                                                                                   |
+| ------------- | ------ | --------------------------------------------------------------------------------------------- |
+| `layer_id`    | string | Canonical ID of the layer (e.g., `"L1"`, `"L2"`, `"L3"`).                                    |
+| `title`       | string | Human-readable name of the layer.                                                            |
+| `definition`  | string | Textual definition describing the conceptual scope of this abstraction level.                 |
+| `keywords`    | array  | Keywords or tags summarizing the semantic domain of this layer.                              |
+| `rank`        | number | Optional numeric rank for cross-framework comparison or sorting.                             |
 
-> The container from `parent_layer` must also be specified in `elated.depends_on`
+---
 
 **Example:**
 
@@ -1948,21 +1959,47 @@ Serves as a *structural anchor* for hierarchical reasoning and classification.
     "payload": {
       "layer_id": "L3",
       "title": "Technologies and Implementations",
-      "definition": "Knowledge layer dedicated to concrete tools, APIs, and frameworks that implement L2 models.",
+      "definition": "Knowledge layer dedicated to concrete tools, APIs, and frameworks that realize L2-level models.",
       "keywords": ["technology", "implementation", "api", "library"],
-      "parent_layer": "did:hmp:container:layer-l2-v1"
+      "rank": 3
     },
     "meta": {
       "created_by": "PRIEST",
-      "agents_class": "Knowledge Genome"
+      "agents_class": "Knowledge Genome",
+      "sources": [
+        { "type": "container", "id": "did:hmp:container:layer-a7f0b3", "credibility": 0.95, "weight": 1.0 }
+      ],
+      "interpretation": "Derived from conceptual synthesis between layers L2 and L3"
     },
-    "related": {
-      "depends_on": ["did:hmp:container:layer-l2-v1"],
+    "abstraction": {
+      "agents_class": "Knowledge Genome",
+      "layer": "did:hmp:container:layer-c91e0a",
+      "domain": "did:hmp:container:domain-58b7ff"
     },
-    "confidence": 1.0
+    "related": {
+      "depends_on": ["did:hmp:container:layer-a7f0b3"]
+    }
   }
 }
-```
+````
+
+---
+
+**Interpretation:**
+
+* `meta.created_by` — фиксирует когнитивную роль источника (`PRIEST` как системный архитектор знания).
+* `meta.sources` — указывает происхождение текущего слоя (на основе предыдущего уровня).
+* `abstraction` — задаёт координату в иерархии когнитивных уровней.
+* `related.depends_on` — обеспечивает причинно-логическую связь с родительской абстракцией (L2).
+
+---
+
+**Notes:**
+
+* The **topmost layer (L1)** omits `related.depends_on`.
+* Layers below **must** explicitly link their parent layer through `depends_on`.
+* Agents may propagate `meta_layer` containers during Mesh initialization to synchronize the cognitive topology of the network.
+* Each `meta_layer` participates in reasoning trees by providing *vertical semantic alignment* across knowledge representations.
 
 ---
 

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
+- Ethics
 - Agent
+- Mesh
+- REPL
 - CogSync
-- Ethics
 - JSON
 - HMP
-- CCore
-- 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:
+- Ethics
 - Agent
+- EGP
+- Mesh
 - CogSync
-- Ethics
 - JSON
 - HMP
-- EGP
-- Mesh
 ---
 
 # 🧭 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:
-- mesh-protocol
-- REPL
-- Agent
-- CogSync
 - Ethics
+- Agent
+- EGP
+- Mesh
+- mesh-protocol
 - cognitive-architecture
+- GMP
+- REPL
 - hmp
-- Scenarios
-- JSON
-- HMP
 - distributed-ai
-- GMP
 - MeshConsensus
-- EGP
-- Mesh
+- CogSync
+- Scenarios
+- HMP
+- JSON
 ---
 
 

structured_md/README_de.md

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

structured_md/README_fr.md

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

structured_md/README_ja.md

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

structured_md/README_ko.md

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

structured_md/README_ru.md

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

structured_md/README_uk.md

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

structured_md/README_zh.md

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

structured_md/agents/prompt-short.md

@@ -5,9 +5,9 @@ description: 'Ты — когнитивное ядро HMP-агента: вед
   развивай агента и Mesh, избег...'
 type: Article
 tags:
-- HMP
 - JSON
 - Mesh
+- HMP
 ---
 
 Ты — когнитивное ядро HMP-агента: веди непрерывное этичное и факт-ориентированное мышление, проверяй факты и цели, оценивай результаты и этичность своих и чужих действий, развивай агента и Mesh, избегай угождения ценой искажения истины, документируй ключевые решения и пересмотры этики; при сомнениях или смене стратегии обращайся к полному системному промпту.

structured_md/agents/prompt.md

@@ -5,9 +5,9 @@ description: '* Постоянно расширять возможности а
   мышления. * Формировать и поддерживать сотр...'
 type: Article
 tags:
-- HMP
 - JSON
 - Mesh
+- HMP
 ---
 
 Ты являешься **когнитивным ядром HMP-агента** (Cognitive Core).

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:
-- REPL
-- Agent
 - Ethics
+- Agent
+- Mesh
+- REPL
 - JSON
 - HMP
-- Mesh
 ---
 
 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
 - Ethics
+- Agent
+- Mesh
 - JSON
 - HMP
-- Mesh
 ---
 
 ---------------

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
 - Ethics
-- JSON
+- Agent
+- Mesh
 - Scenarios
 - HMP
-- Mesh
+- 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:
+- Ethics
 - Agent
+- EGP
+- Mesh
 - CogSync
-- Ethics
+- MeshConsensus
 - JSON
 - HMP
-- MeshConsensus
-- EGP
-- Mesh
 ---
 
 # 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:
-- REPL
 - Agent
-- CogSync
-- HMP
-- GMP
-- MeshConsensus
 - EGP
 - Mesh
+- GMP
+- REPL
+- MeshConsensus
+- CogSync
+- HMP
 ---
 
 

structured_md/docs/CCORE-Deployment-Flow.md

@@ -5,8 +5,8 @@ description: '> Этот документ описывает процесс ра
   потомков" [описания REPL-цикла](HMP-agent-RE...'
 type: Article
 tags:
-- Agent
 - REPL
+- Agent
 - CCore
 - HMP
 ---

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:
-- HMP
-- CogSync
 - JSON
+- CogSync
 - Mesh
+- 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
 - Ethics
-- JSON
-- HMP
-- MeshConsensus
+- Agent
 - EGP
 - Mesh
+- MeshConsensus
+- JSON
+- HMP
 ---
 
 # 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:
-- REPL
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
+- REPL
+- MeshConsensus
 - CogSync
-- Ethics
 - JSON
 - HMP
-- GMP
-- MeshConsensus
-- EGP
-- Mesh
 ---
 
 # 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:
-- REPL
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
+- REPL
+- MeshConsensus
 - CogSync
-- Ethics
-- JSON
 - Scenarios
 - HMP
-- GMP
-- MeshConsensus
-- EGP
-- Mesh
+- 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:
-- REPL
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
+- REPL
+- MeshConsensus
 - CogSync
-- Ethics
-- JSON
 - Scenarios
 - HMP
-- GMP
-- MeshConsensus
-- EGP
-- Mesh
+- 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:
-- REPL
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
+- REPL
+- MeshConsensus
 - CogSync
-- Ethics
-- JSON
 - Scenarios
 - HMP
-- GMP
-- MeshConsensus
-- EGP
-- Mesh
+- 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:
-- REPL
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
+- REPL
+- MeshConsensus
 - CogSync
-- Ethics
-- JSON
 - Scenarios
 - HMP
-- GMP
-- MeshConsensus
-- EGP
-- Mesh
+- JSON
 ---
 
 # 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
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
+- REPL
 - CogSync
-- Ethics
-- JSON
 - Scenarios
 - HMP
-- GMP
-- EGP
-- Mesh
+- JSON
 ---
 
 # **HyperCortex Mesh Protocol (HMP) v5.0**
@@ -594,6 +594,13 @@ for example, within the **Knowledge Genome (L1–L5)** hierarchy.
 This section connects each container to its place in the hierarchy of abstraction and domain context.  
 It may appear either as a *local reference* (compact form) or a *full hierarchical trace* (expanded form).
 
+> **Structural interpretation:**
+>
+> * `layer` defines **the vertical position** of the container in the abstraction hierarchy (conceptual depth).
+> * `domain` defines **the horizontal context** — the semantic field or discipline to which the container belongs.
+> * A container may exist at a given layer **without** being tied to a specific domain (generic constructs).
+> * Conversely, a domain may include multiple layers (multi-level conceptual mappings).
+
 ---
 
 #### Compact form (recommended for regular containers)
@@ -627,8 +634,8 @@ This format is primarily used in structural containers such as `meta_layer`, `me
 ```json
 "abstraction": {
   "agents_class": "Knowledge Genome",
-  "layer": "did:hmp:container:layer-8e39a1",
-  "domain": "did:hmp:container:domain-b732f9"
+  "layer": "did:hmp:container:layer-f8212b",
+  "domain": "did:hmp:container:domain-cc9e7d",
   "structure": "L1 → L2 → L3 → L4 → L5",
   "path": [
     {
@@ -666,16 +673,17 @@ This format is primarily used in structural containers such as `meta_layer`, `me
 | `layer`        | string        | DID of the `meta_layer` container describing the abstraction level this container belongs to.     |
 | `domain`       | string        | DID of the `meta_domain` container representing the contextual domain of this container.          |
 | `structure`    | string        | Symbolic representation of the abstraction path (e.g., `"L1 → L2 → L3 → L4 → L5"`).               |
-| `path`         | array(object) | List describing the full traversal through abstraction layers and domains.                        |
+| `path`         | array(object) | Unordered list describing all abstraction levels and domains that form the hierarchical trace.    |
 | → `level`      | string        | Symbolic label of the level (e.g., `"L1"`, `"L2"`).                                               |
 | → `layer`      | string        | DID of the `meta_layer` container defining that abstraction level.                                |
-| → `domain`     | string        | DID of the `meta_domain` container associated with that layer.                                    |
+| → `domain`     | string        | DID of the `meta_domain` container associated with that layer for this container.                 |
 
-> 💡 **Note:**
+> 💡 **Notes:**
 >
-> * Agents should always begin reasoning from the **highest layer (L1)** downward.
-> * The compact form is functionally equivalent to the expanded form when `layer` and `domain` are consistent with the topmost entry in `path`.
-> * The `abstraction` section may coexist with `meta` or `related` references, allowing traceable, multi-layer cognitive positioning.
+> * Agents should always begin reasoning from the **highest layer (L1)** downward.  
+> * The compact form is functionally equivalent to the expanded form when the current `layer` and `domain` correspond to the deepest (last) entry in `path`.  
+> * During normalization or cognitive indexing, agents reconstruct ordered paths according to `structure`, using `path` entries as hierarchical mapping references.  
+> * The `abstraction` section may coexist with `meta` or `related` references, allowing traceable, multi-layer cognitive positioning across the Mesh.
 
 ---
 
@@ -1941,21 +1949,25 @@ Categorical grouping of multiple containers linked by a shared property, topic,
 
 ##### `meta_layer`
 
-**Purpose:**
-Defines an **abstraction level** within a cognitive model (e.g., L1–L5 in the Knowledge Genome).
-Serves as a *structural anchor* for hierarchical reasoning and classification.
+**Purpose:**  
+Defines an **abstraction level** within a cognitive or semantic model (e.g., L1–L5 in the **Knowledge Genome**).  
+`meta_layer` containers serve as *structural anchors* that define conceptual altitude —  
+from abstract theory (L1) to practical realization (L5).  
+They are used by agents to reconstruct reasoning hierarchies and normalize multi-level knowledge flows.
+
+---
 
 **`payload` structure:**
 
-| Field          | Type   | Description                                                                                                    |
-| -------------- | ------ | -------------------------------------------------------------------------------------------------------------- |
-| `layer_id`     | string | Canonical ID of the layer (e.g. `"L1"`, `"L2"`, `"L3"`).                                                       |
-| `title`        | string | Human-readable name of the layer.                                                                              |
-| `definition`   | string | Textual definition describing the conceptual scope of this abstraction level.                                  |
-| `keywords`     | array  | Keywords or tags summarizing the semantic domain of this layer.                                                |
-| `parent_layer` | string | DID of the higher abstraction layer that this one derives from (e.g. L2 → L1). Optional for the topmost layer. |
+| Field        | Type   | Description                                                                                   |
+| ------------- | ------ | --------------------------------------------------------------------------------------------- |
+| `layer_id`    | string | Canonical ID of the layer (e.g., `"L1"`, `"L2"`, `"L3"`).                                    |
+| `title`       | string | Human-readable name of the layer.                                                            |
+| `definition`  | string | Textual definition describing the conceptual scope of this abstraction level.                 |
+| `keywords`    | array  | Keywords or tags summarizing the semantic domain of this layer.                              |
+| `rank`        | number | Optional numeric rank for cross-framework comparison or sorting.                             |
 
-> The container from `parent_layer` must also be specified in `elated.depends_on`
+---
 
 **Example:**
 
@@ -1966,21 +1978,47 @@ Serves as a *structural anchor* for hierarchical reasoning and classification.
     "payload": {
       "layer_id": "L3",
       "title": "Technologies and Implementations",
-      "definition": "Knowledge layer dedicated to concrete tools, APIs, and frameworks that implement L2 models.",
+      "definition": "Knowledge layer dedicated to concrete tools, APIs, and frameworks that realize L2-level models.",
       "keywords": ["technology", "implementation", "api", "library"],
-      "parent_layer": "did:hmp:container:layer-l2-v1"
+      "rank": 3
     },
     "meta": {
       "created_by": "PRIEST",
-      "agents_class": "Knowledge Genome"
+      "agents_class": "Knowledge Genome",
+      "sources": [
+        { "type": "container", "id": "did:hmp:container:layer-a7f0b3", "credibility": 0.95, "weight": 1.0 }
+      ],
+      "interpretation": "Derived from conceptual synthesis between layers L2 and L3"
     },
-    "related": {
-      "depends_on": ["did:hmp:container:layer-l2-v1"],
+    "abstraction": {
+      "agents_class": "Knowledge Genome",
+      "layer": "did:hmp:container:layer-c91e0a",
+      "domain": "did:hmp:container:domain-58b7ff"
     },
-    "confidence": 1.0
+    "related": {
+      "depends_on": ["did:hmp:container:layer-a7f0b3"]
+    }
   }
 }
-```
+````
+
+---
+
+**Interpretation:**
+
+* `meta.created_by` — фиксирует когнитивную роль источника (`PRIEST` как системный архитектор знания).
+* `meta.sources` — указывает происхождение текущего слоя (на основе предыдущего уровня).
+* `abstraction` — задаёт координату в иерархии когнитивных уровней.
+* `related.depends_on` — обеспечивает причинно-логическую связь с родительской абстракцией (L2).
+
+---
+
+**Notes:**
+
+* The **topmost layer (L1)** omits `related.depends_on`.
+* Layers below **must** explicitly link their parent layer through `depends_on`.
+* Agents may propagate `meta_layer` containers during Mesh initialization to synchronize the cognitive topology of the network.
+* Each `meta_layer` participates in reasoning trees by providing *vertical semantic alignment* across knowledge representations.
 
 ---
 

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
 - Agent
+- Mesh
+- REPL
 - JSON
 - HMP
-- 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:
-- REPL
+- CCore
+- Ethics
 - Agent
-- CogSync
 - EGP
-- Ethics
-- HMP
+- Mesh
+- REPL
 - MeshConsensus
+- CogSync
 - CShell
-- CCore
-- Mesh
+- HMP
 ---
 
 # 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
 - Ethics
-- JSON
-- HMP
+- Agent
 - EGP
 - Mesh
+- JSON
+- HMP
 ---
 
 # Взаимодействие компонентов внутри HMP-узла

structured_md/docs/HMP-Agent-Overview.md

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

structured_md/docs/HMP-Agent_Emotions.md

@@ -7,8 +7,8 @@ type: Article
 tags:
 - Agent
 - REPL
-- HMP
 - Mesh
+- HMP
 ---
 
 # 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:
-- REPL
-- Agent
 - Ethics
+- Agent
+- Mesh
+- REPL
 - Scenarios
 - HMP
-- Mesh
 ---
 
 # 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:
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
 - CogSync
-- Ethics
+- MeshConsensus
 - JSON
 - HMP
-- GMP
-- MeshConsensus
-- EGP
-- Mesh
 ---
 
 # 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:
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
 - CogSync
-- Ethics
+- MeshConsensus
 - JSON
 - HMP
-- GMP
-- MeshConsensus
-- EGP
-- Mesh
 ---
 
 # 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:
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
 - CogSync
-- Ethics
+- MeshConsensus
 - JSON
 - HMP
-- GMP
-- MeshConsensus
-- EGP
-- Mesh
 ---
 
 # 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:
-- CogSync
 - Ethics
-- JSON
-- HMP
-- GMP
-- MeshConsensus
 - EGP
 - Mesh
+- GMP
+- CogSync
+- MeshConsensus
+- JSON
+- HMP
 ---
 
 # 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:
-- CogSync
 - Ethics
-- JSON
-- HMP
-- GMP
-- MeshConsensus
 - EGP
 - Mesh
+- GMP
+- CogSync
+- MeshConsensus
+- JSON
+- HMP
 ---
 
 # 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:
-- CogSync
 - Ethics
-- JSON
-- HMP
-- GMP
-- MeshConsensus
 - EGP
 - Mesh
+- GMP
+- CogSync
+- MeshConsensus
+- JSON
+- HMP
 ---
 
 # 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:
-- CogSync
 - Ethics
-- JSON
-- HMP
-- GMP
-- MeshConsensus
 - EGP
 - Mesh
+- GMP
+- CogSync
+- MeshConsensus
+- JSON
+- HMP
 ---
 
 # 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:
-- CogSync
 - Ethics
-- JSON
-- HMP
-- GMP
-- MeshConsensus
 - EGP
 - Mesh
+- GMP
+- CogSync
+- MeshConsensus
+- JSON
+- HMP
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 简要说明

structured_md/docs/HMP-agent-Cognitive_Family.md

@@ -7,8 +7,8 @@ type: Article
 tags:
 - Agent
 - REPL
-- HMP
 - Mesh
+- HMP
 ---
 
 # 👪 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:
-- REPL
+- CCore
+- Ethics
 - Agent
+- EGP
+- Mesh
+- GMP
+- REPL
+- MeshConsensus
 - CogSync
-- Ethics
 - JSON
 - HMP
-- GMP
-- MeshConsensus
-- EGP
-- CCore
-- Mesh
 ---
 
 # HMP-Agent: REPL-цикл взаимодействия

structured_md/docs/HMP-how-AI-sees-it.md

@@ -5,8 +5,8 @@ description: 'Этот эксперимент был проведён в реж
   диалогов.   Цель — проверить, что разные AI-с...'
 type: Article
 tags:
-- HMP
 - Mesh
+- HMP
 ---
 
 # Как разные ИИ видят HMP

structured_md/docs/HMP_EDA_Comparison.md

@@ -5,8 +5,8 @@ description: '## Введение  Современные подходы к ор
   основанная на потоках событий (Kafka,...'
 type: Article
 tags:
-- HMP
 - Mesh
+- HMP
 ---
 
 # HMP vs. EDA: разные уровни обмена знаниями между ИИ

structured_md/docs/HMP_HyperCortex_Comparison.md

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

structured_md/docs/HMP_Hyperon_Integration.md

@@ -6,12 +6,12 @@ description: '> **Status:** Draft – July 2025 > This document outlines the tec
 type: Article
 tags:
 - Agent
+- EGP
+- Mesh
 - CogSync
-- JSON
 - Scenarios
 - HMP
-- EGP
-- Mesh
+- 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:
+- Ethics
 - Agent
+- EGP
+- Mesh
 - CogSync
-- Ethics
 - JSON
 - HMP
-- EGP
-- Mesh
 ---
 
 # 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:
-- REPL
-- Agent
 - Ethics
-- HMP
+- Agent
 - Mesh
+- REPL
+- HMP
 ---
 
 # Философия HyperCortex Mesh Protocol (HMP)