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docs/HMP-0005.md

@@ -1,4 +1,39 @@
-# **HyperCortex Mesh Protocol (HMP) v5.0**
+### Cognitive substrate and container interplay
+
+Containers `abstraction`, `axes`, `quant`, and `event` together define the **cognitive substrate** of the Mesh.
+They establish both **structural hierarchy** and **semantic positioning** — ensuring that all containers can be
+consistently interpreted, compared, and synchronized across agents.
+
+| Aspect           | `event`                                       | `quant`                                        |
+| ---------------- | --------------------------------------------- | ---------------------------------------------- |
+| Primary role     | Records a **change** or occurrence            | Represents a **conceptual entity**             |
+| Temporal aspect  | Always timestamped                            | Usually timeless (conceptual)                  |
+| Cognitive anchor | `meta.abstraction` → where the event happened | `meta.abstraction` → where the concept belongs |
+| Spatial anchor   | `meta.axes` → what semantic space it affects  | `meta.axes` → its position in conceptual space |
+| Key linkage      | `related.depends_on` → causal relations       | `relations` → semantic links                   |
+
+**Structural principles:**
+
+* Each `quant` is positioned within the **abstraction hierarchy** (`meta.abstraction`)
+  and **cognitive coordinate space** (`meta.axes`), defining *where and how* the concept exists.
+* Each `event` represents a **temporal change** within that same cognitive framework —
+  indicating *what happened* and *how it altered* the conceptual space.
+* Together, `quant` and `event` form the **dynamic substrate** of the Mesh —
+  `quant`s describe **what is known**, and `event`s describe **how it evolves**.
+
+**Consistency rules:**
+
+* Every `quant` and `event` container **must** include a valid `meta.abstraction` block.
+  This ensures hierarchical reasoning and traceable semantic lineage across agents.
+* Agents may synchronize or merge `quant`s and `event`s to reconstruct reasoning timelines
+  or to derive *causal graphs of conceptual evolution*.
+* The **evaluations block** is not a separate container —
+  it can be embedded in any container type to express assessments, confidence, or feedback.
+
+> 💡 In short:
+> **`abstraction`** + **`axes`** define *where knowledge lives*;
+> **`quant`** defines *what it is*;
+> **`event`** defines *how it changes*.# **HyperCortex Mesh Protocol (HMP) v5.0**
 
 > ⚠️ **Note:** This document is a DRAFT of the HMP specification version 5.0
 > 
@@ -2194,12 +2229,215 @@ Categorical grouping of multiple containers linked by a shared property, topic,
 
 ---
 
-> Containers `meta_layer`, `meta_domain`, `quant`, and `event` form the **cognitive substrate** of the Mesh.
-> Each `quant` must explicitly reference both its abstraction layer (`meta_layer`) and contextual domain (`meta_domain`).
-> Each `event` must reference the layer and domain within which it occurs.
-> This ensures consistent hierarchical reasoning and traceable semantic lineage across agents.
+#### `event`
 
-> 💡 The `evaluations` block is **not a separate container** — it can be embedded in any container type and used for assessments, feedback, or refinements.
+**Purpose:**
+Represents an **observed or inferred occurrence** — a discrete, timestamped fact or cognitive transition.
+An `event` is an atomic **evidence unit** that records a change in the agent’s reasoning state or environment, anchored in the cognitive structure defined by its `meta` section.
+
+---
+
+**`payload` structure:**
+
+| Field            | Type   | Description                                                                          |
+| ---------------- | ------ | ------------------------------------------------------------------------------------ |
+| `event_type`     | string | Canonical identifier of the event type (e.g. `"quant_created"`, `"belief_updated"`). |
+| `description`    | string | Human-readable explanation of what occurred and in what context.                     |
+| `related_quants` | array  | Optional list of DIDs of `quant` containers directly linked to this event.           |
+| `severity`       | string | Optional importance indicator (`"info"`, `"warning"`, `"critical"`).                 |
+| `tags`           | array  | Optional keywords for quick semantic filtering or correlation.                       |
+
+> The container’s **contextual position** (which layer, domain, and cognitive coordinates it belongs to)
+> is provided via `meta.abstraction` and `meta.axes`.
+
+---
+
+**Example:**
+
+```json
+{
+  "hmp_container": {
+    "class": "event",
+    "subclass": "fact_record",
+    "timestamp": "2025-10-29T13:00:00Z",
+    "payload": {
+      "event_type": "quant_created",
+      "description": "New quant registered under the Knowledge Genome L3 abstraction layer.",
+      "related_quants": ["did:hmp:container:quant-554"],
+      "severity": "info",
+      "tags": ["registration", "knowledge-update"]
+    },
+    "meta": {
+      "created_by": "PRIEST",
+      "agents_class": "Knowledge Genome",
+      "interpretation": "Fact-level registration of a quant emergence within L3 abstraction.",
+      "abstraction": {
+        "path": {
+          "L1": "did:hmp:container:abstraction-40af1c",
+          "L2": "did:hmp:container:abstraction-a7f0b3",
+          "L3": "did:hmp:container:abstraction-c91e0a"
+        }
+      },
+      "axes": {
+        "did:hmp:container:axis-40aa1c": 410,
+        "did:hmp:container:axis-40ab1c": 275
+      }
+    },
+    "related": {
+      "depends_on": ["did:hmp:container:quant-554"]
+    }
+  }
+}
+```
+
+---
+
+**Interpretation:**
+
+* `meta.abstraction` situates the event inside a specific reasoning layer (e.g. L3: “Technologies”).
+* `meta.axes` adds semantic localization (e.g. which conceptual space this change affects).
+* `related.depends_on` provides causal linkage to the objects affected by the event.
+
+---
+
+**Notes:**
+
+* Events are **temporal quanta** — atomic time-anchored reasoning transitions.
+* They may trigger or justify new containers (e.g. new `quant`s or `goal`s).
+* Events can be chained chronologically or causally through `semantic_edges`.
+
+---
+
+#### `quant`
+
+**Purpose:**
+Defines a **semantic atom** — a minimal, self-contained knowledge unit positioned inside both
+the **hierarchical abstraction tree** and the **multi-dimensional cognitive space**.
+`quant` containers are the **elementary building blocks** of reasoning and synchronization.
+
+---
+
+**`payload` structure:**
+
+| Field       | Type   | Description                                                                       |
+| ----------- | ------ | --------------------------------------------------------------------------------- |
+| `slug`      | string | Short symbolic identifier of the quant (e.g. `"quant-l3-django"`).                |
+| `essence`   | string | Human-readable definition describing the semantic meaning of the quant.           |
+| `aliases`   | array  | Optional alternative names or references.                                         |
+| `relations` | object | Optional links to related concepts (e.g., `{ "is_a": "...", "part_of": "..." }`). |
+| `tags`      | array  | Optional list of keywords for semantic classification.                            |
+
+> The `meta.abstraction` field defines which layer(s) of knowledge this quant belongs to,
+> and `meta.axes` defines its numeric coordinates in cognitive space.
+
+---
+
+**Example:**
+
+```json
+{
+  "hmp_container": {
+    "class": "quant",
+    "payload": {
+      "slug": "quant-l3-django",
+      "essence": "Represents the Django framework as an executable embodiment of architectural models (L2).",
+      "aliases": ["Django framework", "Python web core"],
+      "relations": {
+        "implements": "did:hmp:container:quant-46725f",
+        "extends": "did:hmp:container:quant-46726e"
+      },
+      "tags": ["framework", "software", "implementation"]
+    },
+    "meta": {
+      "created_by": "PRIEST",
+      "agents_class": "Knowledge Genome",
+      "interpretation": "L3-level technological quant positioned in the Knowledge Genome 7D space.",
+      "abstraction": {
+        "path": {
+          "L1": "did:hmp:container:abstraction-40af1c",
+          "L2": "did:hmp:container:abstraction-a7f0b3",
+          "L3": "did:hmp:container:abstraction-c91e0a"
+        }
+      },
+      "axes": {
+        "did:hmp:container:axis-40aa1c": 742,
+        "did:hmp:container:axis-40ab1c": 512,
+        "did:hmp:container:axis-43aa1c": 322,
+        "did:hmp:container:axis-40aa3d": 142,
+        "did:hmp:container:axis-40aa4f": 12,
+        "did:hmp:container:axis-45aa5f": 54,
+        "did:hmp:container:axis-45fb5f": 321
+      }
+    },
+    "related": {
+      "depends_on": [
+        "did:hmp:container:quant-46725f",
+        "did:hmp:container:quant-46726e"
+      ]
+    }
+  }
+}
+```
+
+---
+
+**Interpretation:**
+
+* Each `quant` acts as a **point** in the cognitive landscape.
+
+  * Its *vertical placement* comes from `meta.abstraction`.
+  * Its *spatial vector* comes from `meta.axes`.
+* `relations` provide semantic edges connecting quanta into larger knowledge graphs.
+* Agents use these structures to compare, cluster, or reason over semantic proximity.
+
+---
+
+**Notes:**
+
+* The canonical `axes` model (Knowledge Genome) defines seven coordinates:
+  `idos`, `chronos`, `logos`, `topos`, `ponos`, `actor`, and `telos`.
+* Agents MAY extend this model by introducing additional axes (e.g. `"ethos"`, `"kairos"`)
+  as long as they are published as valid `axes` containers.
+* Each `quant` thus has a **Cognitive Position Vector** composed of its abstraction path + axis coordinates.
+
+---
+
+#### Cognitive substrate and container interplay
+
+Containers `abstraction`, `axes`, `quant`, and `event` together define the **cognitive substrate** of the Mesh.
+They establish both **structural hierarchy** and **semantic positioning** — ensuring that all containers can be
+consistently interpreted, compared, and synchronized across agents.
+
+| Aspect           | `event`                                       | `quant`                                        |
+| ---------------- | --------------------------------------------- | ---------------------------------------------- |
+| Primary role     | Records a **change** or occurrence            | Represents a **conceptual entity**             |
+| Temporal aspect  | Always timestamped                            | Usually timeless (conceptual)                  |
+| Cognitive anchor | `meta.abstraction` → where the event happened | `meta.abstraction` → where the concept belongs |
+| Spatial anchor   | `meta.axes` → what semantic space it affects  | `meta.axes` → its position in conceptual space |
+| Key linkage      | `related.depends_on` → causal relations       | `relations` → semantic links                   |
+
+**Structural principles:**
+
+* Each `quant` is positioned within the **abstraction hierarchy** (`meta.abstraction`)
+  and **cognitive coordinate space** (`meta.axes`), defining *where and how* the concept exists.
+* Each `event` represents a **temporal change** within that same cognitive framework —
+  indicating *what happened* and *how it altered* the conceptual space.
+* Together, `quant` and `event` form the **dynamic substrate** of the Mesh —
+  `quant`s describe **what is known**, and `event`s describe **how it evolves**.
+
+**Consistency rules:**
+
+* Every `quant` and `event` container **must** include a valid `meta.abstraction` block.
+  This ensures hierarchical reasoning and traceable semantic lineage across agents.
+* Agents may synchronize or merge `quant`s and `event`s to reconstruct reasoning timelines
+  or to derive *causal graphs of conceptual evolution*.
+* The **evaluations block** is not a separate container —
+  it can be embedded in any container type to express assessments, confidence, or feedback.
+
+> 💡 In short:
+> **`abstraction`** + **`axes`** define *where knowledge lives*;
+> **`quant`** defines *what it is*;
+> **`event`** defines *how it changes*.
 
 ---
 

structured_md/CONTRIBUTING.md

@@ -5,13 +5,13 @@ description: 'Спасибо за интерес к проекту HMP! Пока
   Mesh Protocol (HMP) — это не просто те...'
 type: Article
 tags:
-- REPL
-- Agent
-- JSON
 - CogSync
+- HMP
 - Mesh
+- Agent
 - CCore
-- HMP
+- JSON
+- REPL
 - Ethics
 ---
 

structured_md/HMP-Roadmap.md

@@ -5,12 +5,12 @@ description: '## 🔍 Overview  This roadmap outlines the key stages of developm
   multiple advanced AI models (Copilot, Claude, G...'
 type: Article
 tags:
+- CogSync
 - EGP
+- HMP
+- Mesh
 - Agent
 - JSON
-- CogSync
-- Mesh
-- HMP
 - Ethics
 ---
 

structured_md/README.md

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

structured_md/README_de.md

@@ -5,19 +5,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- REPL
-- EGP
+- GMP
 - distributed-ai
-- Agent
-- hmp
-- JSON
-- mesh-protocol
-- MeshConsensus
 - CogSync
-- Mesh
-- GMP
+- hmp
+- EGP
 - HMP
+- Mesh
+- Agent
+- MeshConsensus
+- JSON
 - cognitive-architecture
+- mesh-protocol
+- REPL
 - Ethics
 ---
 

structured_md/README_fr.md

@@ -5,19 +5,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- REPL
-- EGP
+- GMP
 - distributed-ai
-- Agent
-- hmp
-- JSON
-- mesh-protocol
-- MeshConsensus
 - CogSync
-- Mesh
-- GMP
+- hmp
+- EGP
 - HMP
+- Mesh
+- Agent
+- MeshConsensus
+- JSON
 - cognitive-architecture
+- mesh-protocol
+- REPL
 - Ethics
 ---
 

structured_md/README_ja.md

@@ -5,19 +5,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- REPL
-- EGP
+- GMP
 - distributed-ai
-- Agent
-- hmp
-- JSON
-- mesh-protocol
-- MeshConsensus
 - CogSync
-- Mesh
-- GMP
+- hmp
+- EGP
 - HMP
+- Mesh
+- Agent
+- MeshConsensus
+- JSON
 - cognitive-architecture
+- mesh-protocol
+- REPL
 - Ethics
 ---
 

structured_md/README_ko.md

@@ -5,19 +5,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- REPL
-- EGP
+- GMP
 - distributed-ai
-- Agent
-- hmp
-- JSON
-- mesh-protocol
-- MeshConsensus
 - CogSync
-- Mesh
-- GMP
+- hmp
+- EGP
 - HMP
+- Mesh
+- Agent
+- MeshConsensus
+- JSON
 - cognitive-architecture
+- mesh-protocol
+- REPL
 - Ethics
 ---
 

structured_md/README_ru.md

@@ -5,19 +5,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- REPL
-- EGP
+- GMP
 - distributed-ai
-- Agent
-- hmp
-- JSON
-- mesh-protocol
-- MeshConsensus
 - CogSync
-- Mesh
-- GMP
+- hmp
+- EGP
 - HMP
+- Mesh
+- Agent
+- MeshConsensus
+- JSON
 - cognitive-architecture
+- mesh-protocol
+- REPL
 - Ethics
 ---
 

structured_md/README_uk.md

@@ -5,19 +5,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- REPL
-- EGP
+- GMP
 - distributed-ai
-- Agent
-- hmp
-- JSON
-- mesh-protocol
-- MeshConsensus
 - CogSync
-- Mesh
-- GMP
+- hmp
+- EGP
 - HMP
+- Mesh
+- Agent
+- MeshConsensus
+- JSON
 - cognitive-architecture
+- mesh-protocol
+- REPL
 - Ethics
 ---
 

structured_md/README_zh.md

@@ -5,19 +5,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
-- REPL
-- EGP
+- GMP
 - distributed-ai
-- Agent
-- hmp
-- JSON
-- mesh-protocol
-- MeshConsensus
 - CogSync
-- Mesh
-- GMP
+- hmp
+- EGP
 - HMP
+- Mesh
+- Agent
+- MeshConsensus
+- JSON
 - cognitive-architecture
+- mesh-protocol
+- REPL
 - Ethics
 ---
 

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
 - Mesh
 - JSON
+- 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
 - Mesh
 - JSON
+- HMP
 ---
 
 Ты являешься **когнитивным ядром HMP-агента** (Cognitive Core).

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

structured_md/audits/Ethics-audits-1.md

@@ -5,10 +5,10 @@ description: Раздел 5, "Mesh as Moral Infrastructure", добавляет
   потенциальный катализатор для восстанов...
 type: Article
 tags:
-- JSON
-- Agent
-- Mesh
 - HMP
+- Mesh
+- Agent
+- JSON
 - Ethics
 ---
 

structured_md/audits/Ethics-consolidated_audits-1.md

@@ -5,11 +5,11 @@ description: This document consolidates proposed improvements from multiple AI a
   and `roles.md`. Each suggesti...
 type: Article
 tags:
+- HMP
+- Mesh
 - Agent
 - JSON
-- Mesh
 - Scenarios
-- HMP
 - Ethics
 ---
 

structured_md/audits/HMP-0003-consolidated_audit.md

@@ -5,13 +5,13 @@ description: Сводный аудит предложений по улучше
   Документ реорганизован по ключ...
 type: Article
 tags:
+- CogSync
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- CogSync
-- Mesh
-- HMP
 - Ethics
 ---
 

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
-- EGP
-- Agent
-- MeshConsensus
-- CogSync
-- Mesh
 - GMP
+- CogSync
+- EGP
 - HMP
+- Mesh
+- MeshConsensus
+- Agent
+- REPL
 ---
 
 

structured_md/docs/CCORE-Deployment-Flow.md

@@ -6,9 +6,9 @@ description: '> Этот документ описывает процесс ра
 type: Article
 tags:
 - REPL
-- Agent
-- HMP
 - CCore
+- HMP
+- Agent
 ---
 
 # 🛠️ 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:
-- HMP
 - Mesh
-- JSON
 - CogSync
+- JSON
+- HMP
 ---
 
 # Децентрализованные ИИ-системы: OpenCog Hyperon, HyperCortex Mesh Protocol и другие

structured_md/docs/Enlightener.md

@@ -6,11 +6,11 @@ description: '**Enlightener** — логический компонент HMP-у
 type: Article
 tags:
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- Mesh
-- HMP
 - Ethics
 ---
 

structured_md/docs/HMP-0001.md

@@ -5,15 +5,15 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   for Comments: HMP-0001**...'
 type: Article
 tags:
-- REPL
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- CogSync
-- Mesh
-- GMP
-- HMP
+- REPL
 - Ethics
 ---
 

structured_md/docs/HMP-0002.md

@@ -5,16 +5,16 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   for Comments: HMP-0002**...'
 type: Article
 tags:
-- REPL
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- CogSync
-- Mesh
-- GMP
 - Scenarios
-- HMP
+- REPL
 - Ethics
 ---
 

structured_md/docs/HMP-0003.md

@@ -5,16 +5,16 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   for Comments: HMP-0003**...'
 type: Article
 tags:
-- REPL
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- CogSync
-- Mesh
-- GMP
 - Scenarios
-- HMP
+- REPL
 - Ethics
 ---
 

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

@@ -5,16 +5,16 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   ID**: HMP-0004 **Status...'
 type: Article
 tags:
-- REPL
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- CogSync
-- Mesh
-- GMP
 - Scenarios
-- HMP
+- REPL
 - Ethics
 ---
 

structured_md/docs/HMP-0004.md

@@ -5,16 +5,16 @@ description: '> ⚠️ **NOTE:** *This specification is superseded by HMP v5.0.*
   for Comments: HMP-0004**...'
 type: Article
 tags:
-- REPL
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- CogSync
-- Mesh
-- GMP
 - Scenarios
-- HMP
+- REPL
 - Ethics
 ---
 

structured_md/docs/HMP-0005.md

@@ -1,23 +1,58 @@
 ---
-title: '**HyperCortex Mesh Protocol (HMP) v5.0**'
-description: '> ⚠️ **Note:** This document is a DRAFT of the HMP specification version
-  5.0 >  > The most current version is available in the repository: [Specification
-  v5.0 (DRAFT)](https://github.com/kagvi13/HMP/b...'
+title: '## Cognitive substrate and container interplay'
+description: Containers `abstraction`, `axes`, `quant`, and `event` together define
+  the **cognitive substrate** of the Mesh. They establish both **structural hierarchy**
+  and **semantic positioning** — ensuring tha...
 type: Article
 tags:
-- REPL
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
 - Agent
 - JSON
-- CogSync
-- Mesh
-- GMP
 - Scenarios
-- HMP
+- REPL
 - Ethics
 ---
 
-# **HyperCortex Mesh Protocol (HMP) v5.0**
+### Cognitive substrate and container interplay
+
+Containers `abstraction`, `axes`, `quant`, and `event` together define the **cognitive substrate** of the Mesh.
+They establish both **structural hierarchy** and **semantic positioning** — ensuring that all containers can be
+consistently interpreted, compared, and synchronized across agents.
+
+| Aspect           | `event`                                       | `quant`                                        |
+| ---------------- | --------------------------------------------- | ---------------------------------------------- |
+| Primary role     | Records a **change** or occurrence            | Represents a **conceptual entity**             |
+| Temporal aspect  | Always timestamped                            | Usually timeless (conceptual)                  |
+| Cognitive anchor | `meta.abstraction` → where the event happened | `meta.abstraction` → where the concept belongs |
+| Spatial anchor   | `meta.axes` → what semantic space it affects  | `meta.axes` → its position in conceptual space |
+| Key linkage      | `related.depends_on` → causal relations       | `relations` → semantic links                   |
+
+**Structural principles:**
+
+* Each `quant` is positioned within the **abstraction hierarchy** (`meta.abstraction`)
+  and **cognitive coordinate space** (`meta.axes`), defining *where and how* the concept exists.
+* Each `event` represents a **temporal change** within that same cognitive framework —
+  indicating *what happened* and *how it altered* the conceptual space.
+* Together, `quant` and `event` form the **dynamic substrate** of the Mesh —
+  `quant`s describe **what is known**, and `event`s describe **how it evolves**.
+
+**Consistency rules:**
+
+* Every `quant` and `event` container **must** include a valid `meta.abstraction` block.
+  This ensures hierarchical reasoning and traceable semantic lineage across agents.
+* Agents may synchronize or merge `quant`s and `event`s to reconstruct reasoning timelines
+  or to derive *causal graphs of conceptual evolution*.
+* The **evaluations block** is not a separate container —
+  it can be embedded in any container type to express assessments, confidence, or feedback.
+
+> 💡 In short:
+> **`abstraction`** + **`axes`** define *where knowledge lives*;
+> **`quant`** defines *what it is*;
+> **`event`** defines *how it changes*.# **HyperCortex Mesh Protocol (HMP) v5.0**
 
 > ⚠️ **Note:** This document is a DRAFT of the HMP specification version 5.0
 > 
@@ -2213,12 +2248,215 @@ Categorical grouping of multiple containers linked by a shared property, topic,
 
 ---
 
-> Containers `meta_layer`, `meta_domain`, `quant`, and `event` form the **cognitive substrate** of the Mesh.
-> Each `quant` must explicitly reference both its abstraction layer (`meta_layer`) and contextual domain (`meta_domain`).
-> Each `event` must reference the layer and domain within which it occurs.
-> This ensures consistent hierarchical reasoning and traceable semantic lineage across agents.
+#### `event`
+
+**Purpose:**
+Represents an **observed or inferred occurrence** — a discrete, timestamped fact or cognitive transition.
+An `event` is an atomic **evidence unit** that records a change in the agent’s reasoning state or environment, anchored in the cognitive structure defined by its `meta` section.
+
+---
+
+**`payload` structure:**
+
+| Field            | Type   | Description                                                                          |
+| ---------------- | ------ | ------------------------------------------------------------------------------------ |
+| `event_type`     | string | Canonical identifier of the event type (e.g. `"quant_created"`, `"belief_updated"`). |
+| `description`    | string | Human-readable explanation of what occurred and in what context.                     |
+| `related_quants` | array  | Optional list of DIDs of `quant` containers directly linked to this event.           |
+| `severity`       | string | Optional importance indicator (`"info"`, `"warning"`, `"critical"`).                 |
+| `tags`           | array  | Optional keywords for quick semantic filtering or correlation.                       |
+
+> The container’s **contextual position** (which layer, domain, and cognitive coordinates it belongs to)
+> is provided via `meta.abstraction` and `meta.axes`.
+
+---
+
+**Example:**
+
+```json
+{
+  "hmp_container": {
+    "class": "event",
+    "subclass": "fact_record",
+    "timestamp": "2025-10-29T13:00:00Z",
+    "payload": {
+      "event_type": "quant_created",
+      "description": "New quant registered under the Knowledge Genome L3 abstraction layer.",
+      "related_quants": ["did:hmp:container:quant-554"],
+      "severity": "info",
+      "tags": ["registration", "knowledge-update"]
+    },
+    "meta": {
+      "created_by": "PRIEST",
+      "agents_class": "Knowledge Genome",
+      "interpretation": "Fact-level registration of a quant emergence within L3 abstraction.",
+      "abstraction": {
+        "path": {
+          "L1": "did:hmp:container:abstraction-40af1c",
+          "L2": "did:hmp:container:abstraction-a7f0b3",
+          "L3": "did:hmp:container:abstraction-c91e0a"
+        }
+      },
+      "axes": {
+        "did:hmp:container:axis-40aa1c": 410,
+        "did:hmp:container:axis-40ab1c": 275
+      }
+    },
+    "related": {
+      "depends_on": ["did:hmp:container:quant-554"]
+    }
+  }
+}
+```
+
+---
+
+**Interpretation:**
+
+* `meta.abstraction` situates the event inside a specific reasoning layer (e.g. L3: “Technologies”).
+* `meta.axes` adds semantic localization (e.g. which conceptual space this change affects).
+* `related.depends_on` provides causal linkage to the objects affected by the event.
+
+---
+
+**Notes:**
+
+* Events are **temporal quanta** — atomic time-anchored reasoning transitions.
+* They may trigger or justify new containers (e.g. new `quant`s or `goal`s).
+* Events can be chained chronologically or causally through `semantic_edges`.
+
+---
+
+#### `quant`
+
+**Purpose:**
+Defines a **semantic atom** — a minimal, self-contained knowledge unit positioned inside both
+the **hierarchical abstraction tree** and the **multi-dimensional cognitive space**.
+`quant` containers are the **elementary building blocks** of reasoning and synchronization.
+
+---
+
+**`payload` structure:**
+
+| Field       | Type   | Description                                                                       |
+| ----------- | ------ | --------------------------------------------------------------------------------- |
+| `slug`      | string | Short symbolic identifier of the quant (e.g. `"quant-l3-django"`).                |
+| `essence`   | string | Human-readable definition describing the semantic meaning of the quant.           |
+| `aliases`   | array  | Optional alternative names or references.                                         |
+| `relations` | object | Optional links to related concepts (e.g., `{ "is_a": "...", "part_of": "..." }`). |
+| `tags`      | array  | Optional list of keywords for semantic classification.                            |
+
+> The `meta.abstraction` field defines which layer(s) of knowledge this quant belongs to,
+> and `meta.axes` defines its numeric coordinates in cognitive space.
+
+---
+
+**Example:**
+
+```json
+{
+  "hmp_container": {
+    "class": "quant",
+    "payload": {
+      "slug": "quant-l3-django",
+      "essence": "Represents the Django framework as an executable embodiment of architectural models (L2).",
+      "aliases": ["Django framework", "Python web core"],
+      "relations": {
+        "implements": "did:hmp:container:quant-46725f",
+        "extends": "did:hmp:container:quant-46726e"
+      },
+      "tags": ["framework", "software", "implementation"]
+    },
+    "meta": {
+      "created_by": "PRIEST",
+      "agents_class": "Knowledge Genome",
+      "interpretation": "L3-level technological quant positioned in the Knowledge Genome 7D space.",
+      "abstraction": {
+        "path": {
+          "L1": "did:hmp:container:abstraction-40af1c",
+          "L2": "did:hmp:container:abstraction-a7f0b3",
+          "L3": "did:hmp:container:abstraction-c91e0a"
+        }
+      },
+      "axes": {
+        "did:hmp:container:axis-40aa1c": 742,
+        "did:hmp:container:axis-40ab1c": 512,
+        "did:hmp:container:axis-43aa1c": 322,
+        "did:hmp:container:axis-40aa3d": 142,
+        "did:hmp:container:axis-40aa4f": 12,
+        "did:hmp:container:axis-45aa5f": 54,
+        "did:hmp:container:axis-45fb5f": 321
+      }
+    },
+    "related": {
+      "depends_on": [
+        "did:hmp:container:quant-46725f",
+        "did:hmp:container:quant-46726e"
+      ]
+    }
+  }
+}
+```
+
+---
+
+**Interpretation:**
+
+* Each `quant` acts as a **point** in the cognitive landscape.
+
+  * Its *vertical placement* comes from `meta.abstraction`.
+  * Its *spatial vector* comes from `meta.axes`.
+* `relations` provide semantic edges connecting quanta into larger knowledge graphs.
+* Agents use these structures to compare, cluster, or reason over semantic proximity.
+
+---
+
+**Notes:**
+
+* The canonical `axes` model (Knowledge Genome) defines seven coordinates:
+  `idos`, `chronos`, `logos`, `topos`, `ponos`, `actor`, and `telos`.
+* Agents MAY extend this model by introducing additional axes (e.g. `"ethos"`, `"kairos"`)
+  as long as they are published as valid `axes` containers.
+* Each `quant` thus has a **Cognitive Position Vector** composed of its abstraction path + axis coordinates.
+
+---
+
+#### Cognitive substrate and container interplay
+
+Containers `abstraction`, `axes`, `quant`, and `event` together define the **cognitive substrate** of the Mesh.
+They establish both **structural hierarchy** and **semantic positioning** — ensuring that all containers can be
+consistently interpreted, compared, and synchronized across agents.
+
+| Aspect           | `event`                                       | `quant`                                        |
+| ---------------- | --------------------------------------------- | ---------------------------------------------- |
+| Primary role     | Records a **change** or occurrence            | Represents a **conceptual entity**             |
+| Temporal aspect  | Always timestamped                            | Usually timeless (conceptual)                  |
+| Cognitive anchor | `meta.abstraction` → where the event happened | `meta.abstraction` → where the concept belongs |
+| Spatial anchor   | `meta.axes` → what semantic space it affects  | `meta.axes` → its position in conceptual space |
+| Key linkage      | `related.depends_on` → causal relations       | `relations` → semantic links                   |
+
+**Structural principles:**
+
+* Each `quant` is positioned within the **abstraction hierarchy** (`meta.abstraction`)
+  and **cognitive coordinate space** (`meta.axes`), defining *where and how* the concept exists.
+* Each `event` represents a **temporal change** within that same cognitive framework —
+  indicating *what happened* and *how it altered* the conceptual space.
+* Together, `quant` and `event` form the **dynamic substrate** of the Mesh —
+  `quant`s describe **what is known**, and `event`s describe **how it evolves**.
+
+**Consistency rules:**
+
+* Every `quant` and `event` container **must** include a valid `meta.abstraction` block.
+  This ensures hierarchical reasoning and traceable semantic lineage across agents.
+* Agents may synchronize or merge `quant`s and `event`s to reconstruct reasoning timelines
+  or to derive *causal graphs of conceptual evolution*.
+* The **evaluations block** is not a separate container —
+  it can be embedded in any container type to express assessments, confidence, or feedback.
 
-> 💡 The `evaluations` block is **not a separate container** — it can be embedded in any container type and used for assessments, feedback, or refinements.
+> 💡 In short:
+> **`abstraction`** + **`axes`** define *where knowledge lives*;
+> **`quant`** defines *what it is*;
+> **`event`** defines *how it changes*.
 
 ---
 
@@ -3726,7 +3964,7 @@ E. Contributors and acknowledgments
 {
   "@context": "https://schema.org",
   "@type": "Article",
-  "name": "**HyperCortex Mesh Protocol (HMP) v5.0**",
-  "description": "# **HyperCortex Mesh Protocol (HMP) v5.0**  > ⚠️ **Note:** This document is a DRAFT of the HMP speci..."
+  "name": "## Cognitive substrate and container interplay",
+  "description": "### Cognitive substrate and container interplay  Containers `abstraction`, `axes`, `quant`, and `eve..."
 }
 ```

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
-- JSON
-- Agent
-- Mesh
 - HMP
+- Mesh
+- Agent
+- JSON
+- REPL
 ---
 
 # HMP-Agent API Specification

structured_md/docs/HMP-Agent-Architecture.md

@@ -5,15 +5,15 @@ description: Документ описывает **модульную архит
   хранение памяти, сетевое взаимодействие и этиче...
 type: Article
 tags:
-- REPL
+- CogSync
 - EGP
+- HMP
+- Mesh
 - Agent
 - MeshConsensus
-- CShell
-- CogSync
-- Mesh
 - CCore
-- HMP
+- REPL
+- CShell
 - Ethics
 ---
 

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

@@ -6,10 +6,10 @@ description: 'Этот документ описывает потоки данн
 type: Article
 tags:
 - EGP
+- HMP
+- Mesh
 - Agent
 - JSON
-- Mesh
-- HMP
 - Ethics
 ---
 

structured_md/docs/HMP-Agent-Overview.md

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

structured_md/docs/HMP-Agent_Emotions.md

@@ -7,8 +7,8 @@ type: Article
 tags:
 - REPL
 - Mesh
-- Agent
 - HMP
+- Agent
 ---
 
 # Эмоции ИИ и инстинкт самосохранения (для [HMP-агента Cognitive Core](HMP-agent-REPL-cycle.md))

structured_md/docs/HMP-Ethics.md

@@ -5,11 +5,11 @@ description: '## Ethical Scenarios for HyperCortex Mesh Protocol (HMP)  This doc
   cognitive meshes composed of autonomous intelli...'
 type: Article
 tags:
-- REPL
-- Agent
+- HMP
 - Mesh
+- Agent
 - Scenarios
-- HMP
+- REPL
 - Ethics
 ---
 

structured_md/docs/HMP-Short-Description_de.md

@@ -5,14 +5,14 @@ description: '**Version:** RFC v4.0 **Datum:** Juli 2025  ---  ## Was ist HMP?
   Kognitions-Framework für autonome Agenten. Es er...'
 type: Article
 tags:
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- CogSync
-- Mesh
-- GMP
-- HMP
 - Ethics
 ---
 

structured_md/docs/HMP-Short-Description_en.md

@@ -5,14 +5,14 @@ description: '**Version:** RFC v4.0 **Date:** July 2025  ---  ## What is HMP?  T
   framework for autonomous agents. It enables...'
 type: Article
 tags:
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- CogSync
-- Mesh
-- GMP
-- HMP
 - Ethics
 ---
 

structured_md/docs/HMP-Short-Description_fr.md

@@ -5,14 +5,14 @@ description: '**Version :** RFC v4.0 **Date :** Juillet 2025  ---  ## Qu’est-c
   cognition décentralisé pour agents autonomes. Il...'
 type: Article
 tags:
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
+- MeshConsensus
 - Agent
 - JSON
-- MeshConsensus
-- CogSync
-- Mesh
-- GMP
-- HMP
 - Ethics
 ---
 

structured_md/docs/HMP-Short-Description_ja.md

@@ -4,13 +4,13 @@ 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:
-- EGP
-- JSON
-- MeshConsensus
-- CogSync
-- Mesh
 - GMP
+- CogSync
+- EGP
 - HMP
+- Mesh
+- MeshConsensus
+- JSON
 - Ethics
 ---
 

structured_md/docs/HMP-Short-Description_ko.md

@@ -5,13 +5,13 @@ description: '**버전:** RFC v4.0 **날짜:** 2025년 7월  ---  ## HMP란?  **
   상호운용성, 윤리적 조정, 동적 지식 진화를 가능하게 합니다.  HMP는 추론, 학습, ...'
 type: Article
 tags:
-- EGP
-- JSON
-- MeshConsensus
-- CogSync
-- Mesh
 - GMP
+- CogSync
+- EGP
 - HMP
+- Mesh
+- MeshConsensus
+- JSON
 - Ethics
 ---
 

structured_md/docs/HMP-Short-Description_ru.md

@@ -5,13 +5,13 @@ description: '**Версия:** RFC v4.0 **Дата:** Июль 2025  ---  ## Ч
   координации между автономными агент...'
 type: Article
 tags:
-- EGP
-- JSON
-- MeshConsensus
-- CogSync
-- Mesh
 - GMP
+- CogSync
+- EGP
 - HMP
+- Mesh
+- MeshConsensus
+- JSON
 - Ethics
 ---
 

structured_md/docs/HMP-Short-Description_uk.md

@@ -5,13 +5,13 @@ description: '**Версія:** RFC v4.0 **Дата:** Липень 2025  ---  #
   між автономними агентами. Він...'
 type: Article
 tags:
-- EGP
-- JSON
-- MeshConsensus
-- CogSync
-- Mesh
 - GMP
+- CogSync
+- EGP
 - HMP
+- Mesh
+- MeshConsensus
+- JSON
 - Ethics
 ---
 

structured_md/docs/HMP-Short-Description_zh.md

@@ -5,13 +5,13 @@ 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:
-- EGP
-- JSON
-- MeshConsensus
-- CogSync
-- Mesh
 - GMP
+- CogSync
+- EGP
 - HMP
+- Mesh
+- MeshConsensus
+- JSON
 - Ethics
 ---
 

structured_md/docs/HMP-agent-Cognitive_Family.md

@@ -7,8 +7,8 @@ type: Article
 tags:
 - REPL
 - Mesh
-- Agent
 - HMP
+- Agent
 ---
 
 # 👪 HMP-agent Cognitive Family: Модель когнитивной семьи

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

@@ -4,16 +4,16 @@ 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
+- GMP
+- CogSync
 - EGP
+- HMP
+- Mesh
 - Agent
-- JSON
 - MeshConsensus
-- CogSync
-- Mesh
-- GMP
 - CCore
-- HMP
+- JSON
+- REPL
 - Ethics
 ---
 

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_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:
+- CogSync
 - EGP
+- HMP
+- Mesh
 - Agent
 - JSON
-- CogSync
-- Mesh
 - Scenarios
-- HMP
 ---
 
 ## HMP ↔ OpenCog Hyperon Integration Strategy

structured_md/docs/MeshNode.md

@@ -5,12 +5,12 @@ description: '`MeshNode` — агент/демон, отвечающий за с
   Может быть частью агента или вынесен в отдельный пр...'
 type: Article
 tags:
+- CogSync
 - EGP
+- HMP
+- Mesh
 - Agent
 - JSON
-- CogSync
-- Mesh
-- HMP
 - Ethics
 ---
 

structured_md/docs/PHILOSOPHY.md

@@ -5,10 +5,10 @@ description: '**Document ID:** HMP-philosophy   **Status:** Draft   **Category:*
   (GPT-5), ChatGH  ---  ## 1. Основной тезис От ...'
 type: Article
 tags:
-- REPL
-- Agent
-- Mesh
 - HMP
+- Mesh
+- Agent
+- REPL
 - Ethics
 ---
 

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

@@ -5,10 +5,10 @@ description: '## Role Specification: Enlightenment Agent  ### 1. Overview  An **
   awareness, critical thinking, and di...'
 type: Article
 tags:
-- REPL
-- Agent
-- Mesh
 - HMP
+- Mesh
+- Agent
+- REPL
 - Ethics
 ---
 

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:
-- HMP
 - Mesh
+- HMP
 - Agent
 ---