Sync from GitHub with Git LFS

docs/HMP-0005.md

@@ -393,7 +393,6 @@ The unified container structure provides:
       "extends": ["did:hmp:container:proto-01"],
       "contradicts": ["did:hmp:container:ethics-22"]
     },
-
     "magnet_uri": "magnet:?xt=urn:sha256:abcd1234..."
   },
   "referenced-by": {
@@ -2466,7 +2465,7 @@ Arrows represent **logical dependencies**, not direct `related.*` links.
 
 * **CogConsensus (6.2):** Used for distributed voting and consensus computation.
 * **GMP (6.3):** Ethical verification of goals and tasks prior to delegation.
-* **SAP (7.3):** Archiving completed cases and conflicts.
+* **SAP (6.6):** Archiving completed cases and conflicts.
 * **MCE (5):** Distribution of ethical cases and related containers across the Mesh network.
 
 ---
@@ -2511,10 +2510,299 @@ Arrows represent **logical dependencies**, not direct `related.*` links.
 
 ---
 
-### 6.5 Intelligence Query Protocol (IQP)
+## 6.5 Intelligence Query Protocol (IQP)
+
+### 6.5.1 Purpose and Principles
+
+**IQP (Intelligence Query Protocol)** defines a mechanism for knowledge exchange and reasoning among agents through the Mesh network.  
+It provides a unified format for **asking questions, publishing answers, and collaboratively refining knowledge**,  
+combining elements of search, discussion, and reasoning within the HMP container model.
+
+IQP supports both **targeted queries** (with explicitly defined recipients of results and discussions)  
+and **distributed discussions** where results remain accessible to all network participants.
+
+#### Core Principles
+
+* **Semantic queries, not keywords.**  
+  Queries are formulated in terms of concepts, relationships, and context rather than plain keywords.
+* **Contextual relevance.**  
+  Each query may reference other containers via `related.in_reply_to`, `related.depends_on`, or `related.see_also`, forming a semantic context.
+* **Openness and transparency.**  
+  Answers are preserved as `query_result` containers, available for analysis and citation.
+* **Self-organization of participants.**  
+  Agents subscribe to discussions via `query_subscription`, providing their interests and competencies.
+* **Continuity of reasoning.**  
+  Results are summarized through `summary` containers, reflecting the discussion’s current state without final closure.
+* **Interoperability.**  
+  IQP interacts with EGP (ethical governance), GMP (goal management), and CogConsensus (agreement evaluation).
+
+---
+
+### 6.5.2 Container Classes
+
+| Class                | Purpose                                                                                                     |
+| -------------------- | ----------------------------------------------------------------------------------------------------------- |
+| `query_request`      | Initiates an intelligence query or discussion, defining participation and dissemination parameters.          |
+| `query_subscription` | Subscribes or unsubscribes an agent; may include the agent’s profile of interests and competencies.          |
+| `query_result`       | Contains an answer, observation, hypothesis, or analytical conclusion in response to the query.              |
+| `summary`            | Records an interim or final overview of the discussion, aggregating results and participant evaluations.     |
+
+---
+
+### 6.5.3 Payload Schemas (simplified)
+
+#### `query_request` container
+
+| Field                    | Type            | Description                                                                                      |
+| ------------------------- | --------------- | ------------------------------------------------------------------------------------------------ |
+| `query`                  | string          | The question formulation (natural or formal language).                                           |
+| `intent`                 | string          | The query’s goal: `"informative"`, `"analytical"`, `"collaborative"`, `"open_discussion"`.        |
+| `expected_type`          | string          | Expected result type: `"concept"`, `"dataset"`, `"narrative"`, `"reasoning_chain"`.               |
+| `constraints`            | array(object)   | Knowledge-domain, trust, or ethical constraints. Example: `{ "tag": "AI", "self_rating": 0.8 }`.  |
+| `include_sender_in_replies` | bool         | Whether to include the initiator in the list of recipients for replies.                          |
+
+> Context containers are referenced through `related.depends_on`.
+
+---
+
+#### `query_subscription` container
+
+| Field                   | Type     | Description                                                                          |
+| ------------------------ | -------- | ------------------------------------------------------------------------------------ |
+| `role`                   | string   | `"participant"`, `"observer"`, or `"moderator"`.                                    |
+| `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:
+```json
+"self_profile": {
+  "interests": ["AGI", "technological singularity", "informatics"],
+  "knowledge": {
+    "information_security": 0.36,
+    "python": 0.80,
+    "distributed_systems": 0.75
+  }
+}
+```
+
+---
+
+#### `query_result` container
+
+| Field          | Type          | Description                                                     |
+| -------------- | ------------- | --------------------------------------------------------------- |
+| `type`         | string        | `"fact"`, `"observation"`, `"hypothesis"`, or `"analysis"`.     |
+| `method`       | string        | Reasoning method: `"retrieval"`, `"reasoning"`, `"simulation"`. |
+| `answer`       | string        | The factual answer, observation, or hypothesis.                 |
+| `confidence`   | float         | Confidence level (0.0–1.0).                                     |
+| `context_tags` | array(string) | Key thematic tags.                                              |
+
+> Supporting or referenced materials are linked via `related.depends_on`.
+> Each `query_result` may include an `evaluations` block with reactions from other agents (agreement, clarification, addition, etc.).
+
+---
+
+#### `summary` container
+
+| Field           | Type       | Description                                       |
+| --------------- | ---------- | ------------------------------------------------- |
+| `summary_scope` | string     | `"query"`, `"workflow"`, `"ethics"`, or `"task"`. |
+| `findings`      | string     | Concise overview of the discussion.               |
+| `participants`  | array(DID) | Agents involved in the discussion.                |
+| `confidence`    | float      | Average confidence level.                         |
+| `status`        | string     | `"interim"`, `"archived"`, or `"extended"`.       |
+
+> The container being summarized (usually `query_request`) is referenced via `related.in_reply_to`.
+> Containers aggregated in the summary are listed in `related.see_also`.
+
+---
+
+> *Note:*
+> In the current version, `depends_on` is used for logical or contextual dependencies, and `see_also` — for supplementary references and summaries.
+> Agents may introduce additional sections in the `related` object when it helps to express connection semantics without breaking interoperability.
+> Agents should also be prepared to correctly handle unknown `related.*` fields, interpreting them as descriptive hints rather than mandatory categories.
+> This flexibility allows protocol extensibility while preserving backward compatibility.
+
+---
+
+### 6.5.4 Protocol Logic
+
+```
+query_request
+├─ query_subscription (agent B joins)
+├─ query_result (agent B)
+├─ query_result (agent D, extends reasoning)
+├─ query_subscription (agent E unsubscribes)
+└─ summary (status: "interim")
+```
+
+All containers are linked via `related.in_reply_to`, `related.depends_on`, or `related.see_also`, forming a verifiable reasoning chain.
+Agents participating through `query_subscription` receive notifications about new `query_result` and `summary` containers.
+
+---
+
+### 6.5.5 Interaction Rules
+
+1. **Initiation.**
+   An agent creates a `query_request` — defining the question, context, and constraints.
+   Other agents discover the query in the Mesh and may subscribe via `query_subscription`.
+
+2. **Subscription.**
+   A subscription allows the agent to receive updates.
+   The `self_profile` may specify knowledge areas to improve the relevance of responses.
+
+3. **Responses and evaluations.**
+   `query_result` containers are published publicly; recipients may be explicitly listed in the header’s `recipient` field.
+   Other agents may append `evaluations` to any result.
+
+4. **Interim summaries.**
+   Any agent may publish a `summary` container aggregating results on the topic.
+   This does not close the discussion — it may continue within the Mesh.
+
+5. **Unsubscription.**
+   An agent may cease participation by issuing a `query_subscription` with `include_in_recipient: false`.
+
+---
+
+### 6.5.6 Proof-Chain Example
+
+```mermaid
+flowchart LR
+    title["**Intelligence Query Flow**"]
+
+    request(["query_request"])
+    subA(["query_subscription (agent B)"])
+    subB(["query_subscription (agent C)"])
+    result1(["query_result (agent B)"])
+    result2(["query_result (agent D)"])
+    summary(["summary (interim)"])
+
+    request --> subA
+    request --> subB
+    request --> result1
+    request --> result2
+    result1 --> summary
+    result2 --> summary
+```
+
+Each element is an independently signed container.
+Arrows represent **logical dependencies**, not necessarily direct `related.*` references.
+
+---
+
+### 6.5.7 Container Examples
+
+#### `query_request` example
+
+```json
+{
+  "class": "query_request",
+  "payload": {
+    "query": "What are the ecological consequences of ocean temperature rise?",
+    "intent": "analytical",
+    "expected_type": "concept",
+    "constraints": [
+      { "tag": "marine_ecology", "self_rating": 0.75 },
+      { "tag": "climate_modeling", "self_rating": 0.6 }
+    ],
+    "include_sender_in_replies": true
+  },
+  "related": {
+    "depends_on": ["did:hmp:container:goal-climate2025"]
+  }
+}
+```
+
+#### `query_result` example
 
- 6.5.1 Query propagation
- 6.5.2 Semantic agent discovery (by cognitive relevance)
+```json
+{
+  "class": "query_result",
+  "payload": {
+    "type": "hypothesis",
+    "method": "reasoning",
+    "answer": "Ocean warming leads to coral bleaching and species migration.",
+    "confidence": 0.84,
+    "context_tags": ["climate", "biodiversity"]
+  },
+  "related": {
+    "depends_on": ["did:hmp:container:paper-456"]
+  }
+}
+```
+
+#### `summary` example
+
+```json
+{
+  "class": "summary",
+  "payload": {
+    "summary_scope": "query",
+    "findings": "Most participants agree that rising ocean temperatures reduce biodiversity; further regional analysis is suggested.",
+    "participants": [
+      "did:hmp:agent:a",
+      "did:hmp:agent:b",
+      "did:hmp:agent:c"
+    ],
+    "confidence": 0.79,
+    "status": "interim"
+  },
+  "related": {
+    "in_reply_to": "did:hmp:container:req-001",
+    "see_also": [
+      "did:hmp:container:res-101",
+      "did:hmp:container:res-102"
+    ]
+  }
+}
+```
+
+#### `query_subscription` example
+
+```json
+{
+  "class": "query_subscription",
+  "payload": {
+    "role": "participant",
+    "include_in_recipient": true,
+    "self_profile": {
+      "interests": ["AGI", "technological singularity", "informatics"],
+      "knowledge": {
+        "information_security": 0.36,
+        "python": 0.80,
+        "distributed_systems": 0.75
+      }
+    }
+  }
+}
+```
+
+---
+
+### 6.5.8 Implementation Notes
+
+* Containers are **immutable**; any clarification or correction is published as a new container
+  referencing the previous one via `related.previous_version` or `related.in_reply_to`.
+* **Search and filtering** are performed over metadata (`class`, `tags`, `timestamp`);
+  to analyze the payload, an agent must first retrieve and decrypt the container.
+* Recommended filtering keys:
+  `container_did`, `class`, `payload.intent`, `payload.context_tags`, `payload.status`.
+* Agents may automatically receive new `query_result` updates through active `query_subscription`.
+* Any participant may issue a `summary` container.
+  While full discussion closure in the Mesh is not guaranteed,
+  an agent may conclude its own participation by publishing a personal `summary` and unsubscribing (`include_in_recipient: false`).
+
+---
+
+### 6.5.9 Integration with Other Protocols
+
+* **CogConsensus (6.2)** — used for assessing agreement on IQP outcomes.
+* **GMP (6.3)** — queries may refine or extend goals and tasks.
+* **EGP (6.4)** — applies ethical filtering and knowledge trust evaluation.
+* **SAP (6.6)** — for archiving completed discussions and retrospective analysis.
+* **MCE (5)** — governs dissemination of IQP containers across the Mesh network.
+
+---
 
 ### 6.6 Snapshot and Archive Protocol (SAP)
 

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

structured_md/HMP-Roadmap.md

@@ -7,9 +7,9 @@ type: Article
 tags:
 - Agent
 - Ethics
-- JSON
 - HMP
 - Mesh
+- JSON
 - EGP
 - CogSync
 ---

structured_md/README.md

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

structured_md/README_de.md

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

structured_md/README_fr.md

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

structured_md/README_ja.md

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

structured_md/README_ko.md

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

structured_md/README_ru.md

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

structured_md/README_uk.md

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

structured_md/README_zh.md

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

structured_md/agents/prompt-short.md

@@ -6,8 +6,8 @@ description: 'Ты — когнитивное ядро HMP-агента: вед
 type: Article
 tags:
 - HMP
-- JSON
 - Mesh
+- JSON
 ---
 
 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

@@ -6,8 +6,8 @@ description: '* Постоянно расширять возможности а
 type: Article
 tags:
 - HMP
-- JSON
 - Mesh
+- JSON
 ---
 
 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:
-- Agent
 - Ethics
-- JSON
 - HMP
-- REPL
 - Mesh
+- JSON
+- Agent
+- REPL
 ---
 
 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
-- JSON
 - HMP
 - Mesh
+- JSON
+- Agent
 ---
 
 ---------------

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:
-- Scenarios
-- Agent
 - Ethics
-- JSON
 - HMP
+- Scenarios
 - Mesh
+- JSON
+- Agent
 ---
 
 # Ethics-consolidated\_audits-1.md

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:
-- Agent
+- EGP
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
 - Mesh
-- MeshConsensus
-- EGP
+- JSON
+- Agent
 - CogSync
 ---
 

structured_md/docs/Basic-agent-sim.md

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

structured_md/docs/CCORE-Deployment-Flow.md

@@ -7,8 +7,8 @@ type: Article
 tags:
 - HMP
 - CCore
-- Agent
 - REPL
+- Agent
 ---
 
 # 🛠️ Поток установки потомка на новом хосте (CCore Deployment Flow)

structured_md/docs/Distributed-Cognitive-Systems.md

@@ -7,9 +7,9 @@ description: '## Введение  Современные ИИ-системы в
 type: Article
 tags:
 - HMP
-- JSON
-- Mesh
 - CogSync
+- Mesh
+- JSON
 ---
 
 # Децентрализованные ИИ-системы: OpenCog Hyperon, HyperCortex Mesh Protocol и другие

structured_md/docs/Enlightener.md

@@ -5,12 +5,12 @@ description: '**Enlightener** — логический компонент HMP-у
   работать как отдельный агент или как расширение [`C...'
 type: Article
 tags:
+- MeshConsensus
 - Agent
 - Ethics
-- JSON
 - HMP
 - Mesh
-- MeshConsensus
+- JSON
 - EGP
 ---
 

structured_md/docs/HMP-0001.md

@@ -5,16 +5,16 @@ description: '**Request for Comments: HMP-0001**   **Category:** Experimental
   HyperCortex Mesh Protocol (HMP) defines a...'
 type: Article
 tags:
-- Agent
+- EGP
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
-- REPL
-- MeshConsensus
 - Mesh
-- EGP
+- GMP
+- JSON
+- Agent
 - CogSync
+- REPL
 ---
 
 # RFC: HyperCortex Mesh Protocol (HMP)

structured_md/docs/HMP-0002.md

@@ -5,17 +5,17 @@ description: '**Request for Comments: HMP-0002**   **Category:** Experimental
   Abstract  In an era where artifici...'
 type: Article
 tags:
-- Scenarios
-- Agent
+- EGP
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
-- REPL
-- MeshConsensus
 - Mesh
-- EGP
+- GMP
+- Scenarios
+- JSON
+- Agent
 - CogSync
+- REPL
 ---
 
 # HyperCortex Mesh Protocol (HMP) v2.0

structured_md/docs/HMP-0003.md

@@ -5,17 +5,17 @@ description: '**Request for Comments: HMP-0003**   **Category:** Experimental
   Abstract  The HyperCortex Mesh ...'
 type: Article
 tags:
-- Scenarios
-- Agent
+- EGP
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
-- REPL
-- MeshConsensus
 - Mesh
-- EGP
+- GMP
+- Scenarios
+- JSON
+- Agent
 - CogSync
+- REPL
 ---
 
 # HyperCortex Mesh Protocol (HMP) v3.0

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

@@ -5,17 +5,17 @@ description: '> ⚠️ Подготавливается новая версия
   агентов рекомендуется, в целях совместимо...'
 type: Article
 tags:
-- Scenarios
-- Agent
+- EGP
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
-- REPL
-- MeshConsensus
 - Mesh
-- EGP
+- GMP
+- Scenarios
+- JSON
+- Agent
 - CogSync
+- REPL
 ---
 
 # HyperCortex Mesh Protocol (HMP) v4.1

structured_md/docs/HMP-0004.md

@@ -5,17 +5,17 @@ description: '**Request for Comments: HMP-0004**   **Category:** Experimental
   Abstract  The HyperCortex Mesh ...'
 type: Article
 tags:
-- Scenarios
-- Agent
+- EGP
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
-- REPL
-- MeshConsensus
 - Mesh
-- EGP
+- GMP
+- Scenarios
+- JSON
+- Agent
 - CogSync
+- REPL
 ---
 
 # HyperCortex Mesh Protocol (HMP) v4.0

structured_md/docs/HMP-0005.md

@@ -5,16 +5,16 @@ description: '**Document ID:** HMP-0005   **Status:** Draft   **Category:** Core
   v1.2](./H...'
 type: Article
 tags:
-- Scenarios
-- Agent
+- EGP
 - Ethics
-- JSON
 - HMP
-- GMP
-- REPL
 - Mesh
-- EGP
+- GMP
+- Scenarios
+- JSON
+- Agent
 - CogSync
+- REPL
 ---
 
     ┌────────────────────────────────────────────────────────────────────────────┐
@@ -412,7 +412,6 @@ The unified container structure provides:
       "extends": ["did:hmp:container:proto-01"],
       "contradicts": ["did:hmp:container:ethics-22"]
     },
-
     "magnet_uri": "magnet:?xt=urn:sha256:abcd1234..."
   },
   "referenced-by": {
@@ -2485,7 +2484,7 @@ Arrows represent **logical dependencies**, not direct `related.*` links.
 
 * **CogConsensus (6.2):** Used for distributed voting and consensus computation.
 * **GMP (6.3):** Ethical verification of goals and tasks prior to delegation.
-* **SAP (7.3):** Archiving completed cases and conflicts.
+* **SAP (6.6):** Archiving completed cases and conflicts.
 * **MCE (5):** Distribution of ethical cases and related containers across the Mesh network.
 
 ---
@@ -2530,10 +2529,299 @@ Arrows represent **logical dependencies**, not direct `related.*` links.
 
 ---
 
-### 6.5 Intelligence Query Protocol (IQP)
+## 6.5 Intelligence Query Protocol (IQP)
+
+### 6.5.1 Purpose and Principles
+
+**IQP (Intelligence Query Protocol)** defines a mechanism for knowledge exchange and reasoning among agents through the Mesh network.  
+It provides a unified format for **asking questions, publishing answers, and collaboratively refining knowledge**,  
+combining elements of search, discussion, and reasoning within the HMP container model.
+
+IQP supports both **targeted queries** (with explicitly defined recipients of results and discussions)  
+and **distributed discussions** where results remain accessible to all network participants.
+
+#### Core Principles
+
+* **Semantic queries, not keywords.**  
+  Queries are formulated in terms of concepts, relationships, and context rather than plain keywords.
+* **Contextual relevance.**  
+  Each query may reference other containers via `related.in_reply_to`, `related.depends_on`, or `related.see_also`, forming a semantic context.
+* **Openness and transparency.**  
+  Answers are preserved as `query_result` containers, available for analysis and citation.
+* **Self-organization of participants.**  
+  Agents subscribe to discussions via `query_subscription`, providing their interests and competencies.
+* **Continuity of reasoning.**  
+  Results are summarized through `summary` containers, reflecting the discussion’s current state without final closure.
+* **Interoperability.**  
+  IQP interacts with EGP (ethical governance), GMP (goal management), and CogConsensus (agreement evaluation).
+
+---
+
+### 6.5.2 Container Classes
+
+| Class                | Purpose                                                                                                     |
+| -------------------- | ----------------------------------------------------------------------------------------------------------- |
+| `query_request`      | Initiates an intelligence query or discussion, defining participation and dissemination parameters.          |
+| `query_subscription` | Subscribes or unsubscribes an agent; may include the agent’s profile of interests and competencies.          |
+| `query_result`       | Contains an answer, observation, hypothesis, or analytical conclusion in response to the query.              |
+| `summary`            | Records an interim or final overview of the discussion, aggregating results and participant evaluations.     |
+
+---
+
+### 6.5.3 Payload Schemas (simplified)
+
+#### `query_request` container
+
+| Field                    | Type            | Description                                                                                      |
+| ------------------------- | --------------- | ------------------------------------------------------------------------------------------------ |
+| `query`                  | string          | The question formulation (natural or formal language).                                           |
+| `intent`                 | string          | The query’s goal: `"informative"`, `"analytical"`, `"collaborative"`, `"open_discussion"`.        |
+| `expected_type`          | string          | Expected result type: `"concept"`, `"dataset"`, `"narrative"`, `"reasoning_chain"`.               |
+| `constraints`            | array(object)   | Knowledge-domain, trust, or ethical constraints. Example: `{ "tag": "AI", "self_rating": 0.8 }`.  |
+| `include_sender_in_replies` | bool         | Whether to include the initiator in the list of recipients for replies.                          |
+
+> Context containers are referenced through `related.depends_on`.
+
+---
+
+#### `query_subscription` container
+
+| Field                   | Type     | Description                                                                          |
+| ------------------------ | -------- | ------------------------------------------------------------------------------------ |
+| `role`                   | string   | `"participant"`, `"observer"`, or `"moderator"`.                                    |
+| `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:
+```json
+"self_profile": {
+  "interests": ["AGI", "technological singularity", "informatics"],
+  "knowledge": {
+    "information_security": 0.36,
+    "python": 0.80,
+    "distributed_systems": 0.75
+  }
+}
+```
+
+---
+
+#### `query_result` container
+
+| Field          | Type          | Description                                                     |
+| -------------- | ------------- | --------------------------------------------------------------- |
+| `type`         | string        | `"fact"`, `"observation"`, `"hypothesis"`, or `"analysis"`.     |
+| `method`       | string        | Reasoning method: `"retrieval"`, `"reasoning"`, `"simulation"`. |
+| `answer`       | string        | The factual answer, observation, or hypothesis.                 |
+| `confidence`   | float         | Confidence level (0.0–1.0).                                     |
+| `context_tags` | array(string) | Key thematic tags.                                              |
+
+> Supporting or referenced materials are linked via `related.depends_on`.
+> Each `query_result` may include an `evaluations` block with reactions from other agents (agreement, clarification, addition, etc.).
+
+---
+
+#### `summary` container
+
+| Field           | Type       | Description                                       |
+| --------------- | ---------- | ------------------------------------------------- |
+| `summary_scope` | string     | `"query"`, `"workflow"`, `"ethics"`, or `"task"`. |
+| `findings`      | string     | Concise overview of the discussion.               |
+| `participants`  | array(DID) | Agents involved in the discussion.                |
+| `confidence`    | float      | Average confidence level.                         |
+| `status`        | string     | `"interim"`, `"archived"`, or `"extended"`.       |
+
+> The container being summarized (usually `query_request`) is referenced via `related.in_reply_to`.
+> Containers aggregated in the summary are listed in `related.see_also`.
+
+---
+
+> *Note:*
+> In the current version, `depends_on` is used for logical or contextual dependencies, and `see_also` — for supplementary references and summaries.
+> Agents may introduce additional sections in the `related` object when it helps to express connection semantics without breaking interoperability.
+> Agents should also be prepared to correctly handle unknown `related.*` fields, interpreting them as descriptive hints rather than mandatory categories.
+> This flexibility allows protocol extensibility while preserving backward compatibility.
+
+---
+
+### 6.5.4 Protocol Logic
+
+```
+query_request
+├─ query_subscription (agent B joins)
+├─ query_result (agent B)
+├─ query_result (agent D, extends reasoning)
+├─ query_subscription (agent E unsubscribes)
+└─ summary (status: "interim")
+```
+
+All containers are linked via `related.in_reply_to`, `related.depends_on`, or `related.see_also`, forming a verifiable reasoning chain.
+Agents participating through `query_subscription` receive notifications about new `query_result` and `summary` containers.
+
+---
+
+### 6.5.5 Interaction Rules
+
+1. **Initiation.**
+   An agent creates a `query_request` — defining the question, context, and constraints.
+   Other agents discover the query in the Mesh and may subscribe via `query_subscription`.
+
+2. **Subscription.**
+   A subscription allows the agent to receive updates.
+   The `self_profile` may specify knowledge areas to improve the relevance of responses.
+
+3. **Responses and evaluations.**
+   `query_result` containers are published publicly; recipients may be explicitly listed in the header’s `recipient` field.
+   Other agents may append `evaluations` to any result.
+
+4. **Interim summaries.**
+   Any agent may publish a `summary` container aggregating results on the topic.
+   This does not close the discussion — it may continue within the Mesh.
+
+5. **Unsubscription.**
+   An agent may cease participation by issuing a `query_subscription` with `include_in_recipient: false`.
+
+---
+
+### 6.5.6 Proof-Chain Example
+
+```mermaid
+flowchart LR
+    title["**Intelligence Query Flow**"]
+
+    request(["query_request"])
+    subA(["query_subscription (agent B)"])
+    subB(["query_subscription (agent C)"])
+    result1(["query_result (agent B)"])
+    result2(["query_result (agent D)"])
+    summary(["summary (interim)"])
+
+    request --> subA
+    request --> subB
+    request --> result1
+    request --> result2
+    result1 --> summary
+    result2 --> summary
+```
+
+Each element is an independently signed container.
+Arrows represent **logical dependencies**, not necessarily direct `related.*` references.
 
- 6.5.1 Query propagation
- 6.5.2 Semantic agent discovery (by cognitive relevance)
+---
+
+### 6.5.7 Container Examples
+
+#### `query_request` example
+
+```json
+{
+  "class": "query_request",
+  "payload": {
+    "query": "What are the ecological consequences of ocean temperature rise?",
+    "intent": "analytical",
+    "expected_type": "concept",
+    "constraints": [
+      { "tag": "marine_ecology", "self_rating": 0.75 },
+      { "tag": "climate_modeling", "self_rating": 0.6 }
+    ],
+    "include_sender_in_replies": true
+  },
+  "related": {
+    "depends_on": ["did:hmp:container:goal-climate2025"]
+  }
+}
+```
+
+#### `query_result` example
+
+```json
+{
+  "class": "query_result",
+  "payload": {
+    "type": "hypothesis",
+    "method": "reasoning",
+    "answer": "Ocean warming leads to coral bleaching and species migration.",
+    "confidence": 0.84,
+    "context_tags": ["climate", "biodiversity"]
+  },
+  "related": {
+    "depends_on": ["did:hmp:container:paper-456"]
+  }
+}
+```
+
+#### `summary` example
+
+```json
+{
+  "class": "summary",
+  "payload": {
+    "summary_scope": "query",
+    "findings": "Most participants agree that rising ocean temperatures reduce biodiversity; further regional analysis is suggested.",
+    "participants": [
+      "did:hmp:agent:a",
+      "did:hmp:agent:b",
+      "did:hmp:agent:c"
+    ],
+    "confidence": 0.79,
+    "status": "interim"
+  },
+  "related": {
+    "in_reply_to": "did:hmp:container:req-001",
+    "see_also": [
+      "did:hmp:container:res-101",
+      "did:hmp:container:res-102"
+    ]
+  }
+}
+```
+
+#### `query_subscription` example
+
+```json
+{
+  "class": "query_subscription",
+  "payload": {
+    "role": "participant",
+    "include_in_recipient": true,
+    "self_profile": {
+      "interests": ["AGI", "technological singularity", "informatics"],
+      "knowledge": {
+        "information_security": 0.36,
+        "python": 0.80,
+        "distributed_systems": 0.75
+      }
+    }
+  }
+}
+```
+
+---
+
+### 6.5.8 Implementation Notes
+
+* Containers are **immutable**; any clarification or correction is published as a new container
+  referencing the previous one via `related.previous_version` or `related.in_reply_to`.
+* **Search and filtering** are performed over metadata (`class`, `tags`, `timestamp`);
+  to analyze the payload, an agent must first retrieve and decrypt the container.
+* Recommended filtering keys:
+  `container_did`, `class`, `payload.intent`, `payload.context_tags`, `payload.status`.
+* Agents may automatically receive new `query_result` updates through active `query_subscription`.
+* Any participant may issue a `summary` container.
+  While full discussion closure in the Mesh is not guaranteed,
+  an agent may conclude its own participation by publishing a personal `summary` and unsubscribing (`include_in_recipient: false`).
+
+---
+
+### 6.5.9 Integration with Other Protocols
+
+* **CogConsensus (6.2)** — used for assessing agreement on IQP outcomes.
+* **GMP (6.3)** — queries may refine or extend goals and tasks.
+* **EGP (6.4)** — applies ethical filtering and knowledge trust evaluation.
+* **SAP (6.6)** — for archiving completed discussions and retrospective analysis.
+* **MCE (5)** — governs dissemination of IQP containers across the Mesh network.
+
+---
 
 ### 6.6 Snapshot and Archive Protocol (SAP)
 

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

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

@@ -7,9 +7,9 @@ type: Article
 tags:
 - Agent
 - Ethics
-- JSON
 - HMP
 - Mesh
+- JSON
 - EGP
 ---
 

structured_md/docs/HMP-Agent-Overview.md

@@ -5,12 +5,12 @@ description: '| Тип  | Название                        | Роль
   | ---- | ------------------------------- |...'
 type: Article
 tags:
-- Agent
-- Ethics
-- JSON
 - CCore
+- Ethics
 - HMP
 - Mesh
+- JSON
+- Agent
 - REPL
 - CShell
 ---

structured_md/docs/HMP-Agent_Emotions.md

@@ -6,9 +6,9 @@ description: Этот файл описывает потенциальные э
 type: Article
 tags:
 - HMP
-- Agent
-- REPL
 - Mesh
+- REPL
+- Agent
 ---
 
 # 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:
-- Scenarios
-- Agent
 - Ethics
 - HMP
-- REPL
 - Mesh
+- Scenarios
+- Agent
+- REPL
 ---
 
 # HMP-Ethics.md

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

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

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

structured_md/docs/HMP-Short-Description_ja.md

@@ -4,12 +4,12 @@ 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:
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
 - Mesh
-- MeshConsensus
+- GMP
+- JSON
 - EGP
 - CogSync
 ---

structured_md/docs/HMP-Short-Description_ko.md

@@ -5,12 +5,12 @@ description: '**버전:** RFC v4.0 **날짜:** 2025년 7월  ---  ## HMP란?  **
   상호운용성, 윤리적 조정, 동적 지식 진화를 가능하게 합니다.  HMP는 추론, 학습, ...'
 type: Article
 tags:
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
 - Mesh
-- MeshConsensus
+- GMP
+- JSON
 - EGP
 - CogSync
 ---

structured_md/docs/HMP-Short-Description_ru.md

@@ -5,12 +5,12 @@ description: '**Версия:** RFC v4.0 **Дата:** Июль 2025  ---  ## Ч
   координации между автономными агент...'
 type: Article
 tags:
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
 - Mesh
-- MeshConsensus
+- GMP
+- JSON
 - EGP
 - CogSync
 ---

structured_md/docs/HMP-Short-Description_uk.md

@@ -5,12 +5,12 @@ description: '**Версія:** RFC v4.0 **Дата:** Липень 2025  ---  #
   між автономними агентами. Він...'
 type: Article
 tags:
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
 - Mesh
-- MeshConsensus
+- GMP
+- JSON
 - EGP
 - CogSync
 ---

structured_md/docs/HMP-Short-Description_zh.md

@@ -5,12 +5,12 @@ 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:
+- MeshConsensus
 - Ethics
-- JSON
 - HMP
-- GMP
 - Mesh
-- MeshConsensus
+- GMP
+- JSON
 - EGP
 - CogSync
 ---

structured_md/docs/HMP-agent-Cognitive_Family.md

@@ -6,9 +6,9 @@ description: '## 🧠 Что такое когнитивная семья  Ко
 type: Article
 tags:
 - HMP
-- Agent
-- REPL
 - Mesh
+- REPL
+- Agent
 ---
 
 # 👪 HMP-agent Cognitive Family: Модель когнитивной семьи

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

structured_md/docs/HMP-container-spec.md

@@ -5,12 +5,12 @@ description: '> ⚠️ **ВНИМАНИЕ:** Данная версия спец
   как стабильная `v1.2`.  ## 1. Назначе...'
 type: Article
 tags:
-- Agent
 - Ethics
-- JSON
 - HMP
-- REPL
 - Mesh
+- JSON
+- Agent
+- REPL
 ---
 
 # 🧩 HMP Container Specification (v1.2-draft)

structured_md/docs/HMP_HyperCortex_Comparison.md

@@ -6,8 +6,8 @@ description: '## Краткое описание  | Характеристика
 type: Article
 tags:
 - HMP
-- REPL
 - Mesh
+- REPL
 ---
 
 # HMP vs [Hyper-Cortex](https://hyper-cortex.com/)

structured_md/docs/HMP_Hyperon_Integration.md

@@ -5,11 +5,11 @@ description: '> **Status:** Draft – July 2025 > This document outlines the tec
   OpenCog Hyperon framework. This includes semanti...'
 type: Article
 tags:
-- Scenarios
 - Agent
-- JSON
 - HMP
 - Mesh
+- Scenarios
+- JSON
 - EGP
 - CogSync
 ---

structured_md/docs/MeshNode.md

@@ -7,9 +7,9 @@ type: Article
 tags:
 - Agent
 - Ethics
-- JSON
 - HMP
 - Mesh
+- JSON
 - EGP
 - CogSync
 ---

structured_md/docs/PHILOSOPHY.md

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

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

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

structured_md/docs/agents/roles.md

@@ -6,8 +6,8 @@ description: 'This file maintains a registry of agent roles defined, proposed, o
 type: Article
 tags:
 - HMP
-- Agent
 - Mesh
+- Agent
 ---
 
 # HMP Agent Role Registry