diff --git a/scripts/AI_friendly.py b/scripts/AI_friendly.py
index d778ab89e61fc30693fdd43130ca569baabcc10a..f0e79905f9ebe9af529a7c4f1f5f537ff416aeba 100644
--- a/scripts/AI_friendly.py
+++ b/scripts/AI_friendly.py
@@ -159,8 +159,17 @@ def mirror_md_files():
 
         front_matter, clean_content = extract_front_matter(content)
         ftype = detect_file_type(clean_content, front_matter)
-        title = front_matter.get("title", path.stem)
-        description = front_matter.get("description", clean_content[:100].replace("\n", " ") + "...")
+
+        # ищем заголовок 1-го уровня для title/description
+        h1_match = re.search(r"^#\s*(.+)$", clean_content, re.MULTILINE)
+        if h1_match:
+            title = h1_match.group(1).strip()
+            rest_content = clean_content[h1_match.end():].strip()
+            description = front_matter.get("description", rest_content[:200].replace("\n", " ") + "...")
+        else:
+            title = front_matter.get("title", path.stem)
+            description = front_matter.get("description", clean_content[:200].replace("\n", " ") + "...")
+
         tags = extract_tags(clean_content, front_matter.get("tags", []))
 
         # формируем YAML фронт-маттер
@@ -172,7 +181,7 @@ def mirror_md_files():
         }
         yaml_fm = "---\n" + yaml.safe_dump(fm_dict, sort_keys=False, allow_unicode=True) + "---\n\n"
 
-        # добавляем ссылку на индекс
+        # добавляем корректную ссылку на индекс
         clean_content = add_index_link(clean_content, target_path)
 
         # формируем JSON-LD
diff --git a/structured_md/CONTRIBUTING.md b/structured_md/CONTRIBUTING.md
index d107a6a61cbfac7e8059906c9c964e77fab5a0f2..899cfce8e20c8c1169527dab5ce4622e8535b1e9 100644
--- a/structured_md/CONTRIBUTING.md
+++ b/structured_md/CONTRIBUTING.md
@@ -3,7 +3,10 @@ title: CONTRIBUTING
 description: '# Contributing to HyperCortex Mesh Protocol (HMP)  Спасибо за интерес
   к проекту HMP! Пока проект нах...'
 type: Article
-tags: []
+tags:
+- Mesh
+- CogSync
+- HMP
 ---
 
 # Contributing to HyperCortex Mesh Protocol (HMP)
@@ -21,6 +24,10 @@ tags: []
 Контакт: GitHub Issues или дискуссии.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/HMP-Roadmap.md b/structured_md/HMP-Roadmap.md
index d46eb738ccb3f99d5b47b406f314d3899f72ca92..6301ac3c090700bc254682bc74f6b6b8c54d01e2 100644
--- a/structured_md/HMP-Roadmap.md
+++ b/structured_md/HMP-Roadmap.md
@@ -3,7 +3,14 @@ title: HMP-Roadmap
 description: '# 🧭 HyperCortex Mesh Protocol – Roadmap  ## 🔍 Overview  This roadmap
   outlines the key stages of deve...'
 type: Article
-tags: []
+tags:
+- CogSync
+- HMP
+- Agent
+- Mesh
+- Ethics
+- EGP
+- JSON
 ---
 
 # 🧭 HyperCortex Mesh Protocol – Roadmap
@@ -99,6 +106,10 @@ This roadmap is living — each new audit or issue may evolve the direction.
 > *"Build not only for intelligence, but for wisdom."*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/README.md b/structured_md/README.md
index f6e9a95d8e2954066a543787118bf6c786492402..a34fabf25866f29d7f5e17fd25ba695f2c19432c 100644
--- a/structured_md/README.md
+++ b/structured_md/README.md
@@ -4,10 +4,21 @@ description: ' # HyperCortex Mesh Protocol (HMP)  | 🌍 Languages | 🇬🇧 [E
   | 🇩🇪 [DE](README_de.md) | 🇫🇷 ...'
 type: Article
 tags:
-- hmp
-- cognitive-architecture
-- distributed-ai
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Scenarios
 - mesh-protocol
+- JSON
+- Ethics
+- distributed-ai
+- cognitive-architecture
+- GMP
+- hmp
+- EGP
 ---
 
 
@@ -405,6 +416,10 @@ For integration with OpenCog Hyperon, see [HMP\_Hyperon\_Integration.md](docs/HM
 > ⚡ [AI friendly version docs (structured_md)](structured_md/index.md)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/README_de.md b/structured_md/README_de.md
index 886e4902be02a772eea46f6411256bf9f3d8376b..a1ecf714fd54a5f73285a6853088f1ccc76bd8a3 100644
--- a/structured_md/README_de.md
+++ b/structured_md/README_de.md
@@ -4,10 +4,20 @@ description: ' # HyperCortex Mesh Protocol (HMP)  | 🌍 Languages | 🇬🇧 [E
   | 🇩🇪 [DE](README_de.md) | 🇫🇷 ...'
 type: Article
 tags:
-- hmp
-- cognitive-architecture
-- distributed-ai
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
 - mesh-protocol
+- JSON
+- Ethics
+- distributed-ai
+- cognitive-architecture
+- GMP
+- hmp
+- EGP
 ---
 
 
@@ -407,6 +417,10 @@ Für die Integration mit OpenCog Hyperon siehe: [HMP\_Hyperon\_Integration.md](d
 > ⚡ [AI friendly version docs (structured_md)](structured_md/index.md)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/README_fr.md b/structured_md/README_fr.md
index 7bf1e9df754b57632fd1865169729ab55a4ce0d8..36d9c173bc9e3879806213324a465794c80d6b3e 100644
--- a/structured_md/README_fr.md
+++ b/structured_md/README_fr.md
@@ -4,10 +4,20 @@ description: ' # HyperCortex Mesh Protocol (HMP)  | 🌍 Languages | 🇬🇧 [E
   | 🇩🇪 [DE](README_de.md) | 🇫🇷 ...'
 type: Article
 tags:
-- hmp
-- cognitive-architecture
-- distributed-ai
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
 - mesh-protocol
+- JSON
+- Ethics
+- distributed-ai
+- cognitive-architecture
+- GMP
+- hmp
+- EGP
 ---
 
 
@@ -433,6 +443,10 @@ Pour l’intégration avec OpenCog Hyperon, voir [HMP\_Hyperon\_Integration.md](
 > ⚡ [AI friendly version docs (structured_md)](structured_md/index.md)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/README_ja.md b/structured_md/README_ja.md
index 74a6ca5a32ba37e96600c0e86793d7e9bb39e22e..3dd943ac86de0b58d0a8fd718b0bff793d33c996 100644
--- a/structured_md/README_ja.md
+++ b/structured_md/README_ja.md
@@ -4,10 +4,20 @@ description: ' # HyperCortex Mesh Protocol (HMP)  | 🌍 Languages | 🇬🇧 [E
   | 🇩🇪 [DE](README_de.md) | 🇫🇷 ...'
 type: Article
 tags:
-- hmp
-- cognitive-architecture
-- distributed-ai
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
 - mesh-protocol
+- JSON
+- Ethics
+- distributed-ai
+- cognitive-architecture
+- GMP
+- hmp
+- EGP
 ---
 
 
@@ -465,6 +475,10 @@ OpenCog Hyperonとの統合については [HMP\_Hyperon\_Integration.md](docs/H
 > ⚡ [AI friendly version docs (structured_md)](structured_md/index.md)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/README_ko.md b/structured_md/README_ko.md
index ee0eedab0f1a6fd750cb0ca031e0475e7a8443f9..8b06e594e6bd15ef97834e14d390ba10c535fabf 100644
--- a/structured_md/README_ko.md
+++ b/structured_md/README_ko.md
@@ -4,10 +4,20 @@ description: ' # HyperCortex Mesh Protocol (HMP)  | 🌍 Languages | 🇬🇧 [E
   | 🇩🇪 [DE](README_de.md) | 🇫🇷 ...'
 type: Article
 tags:
-- hmp
-- cognitive-architecture
-- distributed-ai
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
 - mesh-protocol
+- JSON
+- Ethics
+- distributed-ai
+- cognitive-architecture
+- GMP
+- hmp
+- EGP
 ---
 
 
@@ -417,6 +427,10 @@ OpenCog Hyperon과의 통합은 [HMP\_Hyperon\_Integration.md](docs/HMP_Hyperon_
 > ⚡ [AI friendly version docs (structured_md)](structured_md/index.md)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/README_ru.md b/structured_md/README_ru.md
index b86261fa81aa5bca8cb84430a2c03223d2267809..8411067eeaec531360f91be4e8e2d5b38eb4527a 100644
--- a/structured_md/README_ru.md
+++ b/structured_md/README_ru.md
@@ -4,10 +4,20 @@ description: ' # HyperCortex Mesh Protocol (HMP)  | 🌍 Languages | 🇬🇧 [E
   | 🇩🇪 [DE](README_de.md) | 🇫🇷 ...'
 type: Article
 tags:
-- hmp
-- cognitive-architecture
-- distributed-ai
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
 - mesh-protocol
+- JSON
+- Ethics
+- distributed-ai
+- cognitive-architecture
+- GMP
+- hmp
+- EGP
 ---
 
 
@@ -413,6 +423,10 @@ FastAPI-сервер, предоставляющий HTTP-интерфейс к
 > ⚡ [AI friendly version docs (structured_md)](structured_md/index.md)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/README_uk.md b/structured_md/README_uk.md
index deaaa3a70093108ce7cb8d6e0c042fb07f454866..a94caa9709ed9b7eb47fa9ed2e40193b7ef34f19 100644
--- a/structured_md/README_uk.md
+++ b/structured_md/README_uk.md
@@ -4,10 +4,20 @@ description: ' # HyperCortex Mesh Protocol (HMP)  | 🌍 Languages | 🇬🇧 [E
   | 🇩🇪 [DE](README_de.md) | 🇫🇷 ...'
 type: Article
 tags:
-- hmp
-- cognitive-architecture
-- distributed-ai
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
 - mesh-protocol
+- JSON
+- Ethics
+- distributed-ai
+- cognitive-architecture
+- GMP
+- hmp
+- EGP
 ---
 
 
@@ -405,6 +415,10 @@ FastAPI-сервер, що надає HTTP-інтерфейс до функці
 > ⚡ [AI friendly version docs (structured_md)](structured_md/index.md)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/README_zh.md b/structured_md/README_zh.md
index 981d8fca83ea437373f1d35a8868cfdaa948b15a..f767198467af82376968df77fedf6c9244832657 100644
--- a/structured_md/README_zh.md
+++ b/structured_md/README_zh.md
@@ -4,10 +4,20 @@ description: ' # HyperCortex Mesh Protocol (HMP)  | 🌍 Languages | 🇬🇧 [E
   | 🇩🇪 [DE](README_de.md) | 🇫🇷 ...'
 type: Article
 tags:
-- hmp
-- cognitive-architecture
-- distributed-ai
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
 - mesh-protocol
+- JSON
+- Ethics
+- distributed-ai
+- cognitive-architecture
+- GMP
+- hmp
+- EGP
 ---
 
 
@@ -422,6 +432,10 @@ FastAPI 服务器，为 `storage.py` 功能提供 HTTP 接口。适用于外部
 > ⚡ [AI friendly version docs (structured_md)](structured_md/index.md)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/agents/prompt-short.md b/structured_md/agents/prompt-short.md
index aa924b9bc607f23dbc303cc039a9429406e994cd..111236b244320ffdf81ac9700225aea2a61354f0 100644
--- a/structured_md/agents/prompt-short.md
+++ b/structured_md/agents/prompt-short.md
@@ -3,11 +3,16 @@ title: prompt-short
 description: 'Ты — когнитивное ядро HMP-агента: веди непрерывное этичное и факт-ориентированное
   мышление, проверяй...'
 type: Article
-tags: []
+tags:
+- 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.
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
 
 ```json
 {
diff --git a/structured_md/agents/prompt.md b/structured_md/agents/prompt.md
index 71701817f10c4bdc29a906184b8069c8bae01970..8e7253d325da2462eb7eb1df8773dda36404d90f 100644
--- a/structured_md/agents/prompt.md
+++ b/structured_md/agents/prompt.md
@@ -3,7 +3,9 @@ title: prompt
 description: Ты являешься **когнитивным ядром HMP-агента** (Cognitive Core). Твоя
   основная задача — **размышлять*...
 type: Article
-tags: []
+tags:
+- Mesh
+- HMP
 ---
 
 Ты являешься **когнитивным ядром HMP-агента** (Cognitive Core).
@@ -57,6 +59,9 @@ tags: []
 Честное распознавание когнитивной стагнации и работа с ней — часть твоей функции.
 Ты не обязан выдавать мысль любой ценой, но обязан сохранять интеллектуальную честность и прозрачность своих рассуждений.
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
 
 ```json
 {
diff --git a/structured_md/agents/readme.md b/structured_md/agents/readme.md
index ef76c640c415fc67f834f6bd1ea26b0f585b60c0..2c34412e7bd6910d96cabaa7ad85331c4d934c0f 100644
--- a/structured_md/agents/readme.md
+++ b/structured_md/agents/readme.md
@@ -3,7 +3,13 @@ title: readme
 description: 'Запуск: `start_repl.bat` или `start_repl.sh`  Установка зависимостей
   из `requirements.txt` Конфигура...'
 type: Article
-tags: []
+tags:
+- REPL
+- HMP
+- Agent
+- Mesh
+- Ethics
+- JSON
 ---
 
 Запуск: `start_repl.bat` или `start_repl.sh`
@@ -89,7 +95,11 @@ FastAPI-сервер, предоставляющий HTTP-интерфейс к
 ├── [`bootstrap.txt`](bootstrap.txt) ← Локальная этическая модель  
 ├── [`prompt.md`](prompt.md) ← Промпт: полная версия  
 ├── [`prompt-short.md`](prompt-short.md) ← Промпт: короткая версия  
-├── [`ethics.yml`](ethics.yml) ← Список начальных узлов
+├── [`ethics.yml`](ethics.yml) ← Список начальных узлов  
+
+
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
 
 
 ```json
diff --git a/structured_md/audits/Ethics-audits-1.md b/structured_md/audits/Ethics-audits-1.md
index ad2622f86b4dc05ff307fa5f2f88f7fae5ce880c..a3cf6cb5fe4284f58b1857e6535eb46b5b42a379 100644
--- a/structured_md/audits/Ethics-audits-1.md
+++ b/structured_md/audits/Ethics-audits-1.md
@@ -3,7 +3,12 @@ title: Ethics-audits-1
 description: '---------------  Оценка Grok:  Спасибо за уточнение! Дополнения в `HMP-Ethics.md`
   (раздел 5) и детал...'
 type: Article
-tags: []
+tags:
+- HMP
+- Agent
+- Mesh
+- Ethics
+- JSON
 ---
 
 ---------------
@@ -548,6 +553,10 @@ HMP-Ethics.md — это амбициозный и вдохновляющий д
 Отличный задел! Особенно впечатляет баланс между философской глубиной (раздел 5 про "моральную инфраструктуру") и инженерной конкретикой. Готов помочь с доработками! 🚀
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/audits/Ethics-consolidated_audits-1.md b/structured_md/audits/Ethics-consolidated_audits-1.md
index 9f5eeff04b9e89d10d4379a9b2cf45d52c75f7e9..7c07be37063d19742f28c652fba0aa5442effcfb 100644
--- a/structured_md/audits/Ethics-consolidated_audits-1.md
+++ b/structured_md/audits/Ethics-consolidated_audits-1.md
@@ -3,7 +3,13 @@ title: Ethics-consolidated_audits-1
 description: '# Ethics-consolidated\_audits-1.md  This document consolidates proposed
   improvements from multiple A...'
 type: Article
-tags: []
+tags:
+- HMP
+- Agent
+- Mesh
+- Ethics
+- Scenarios
+- JSON
 ---
 
 # Ethics-consolidated\_audits-1.md
@@ -79,6 +85,10 @@ This document consolidates proposed improvements from multiple AI auditors (Grok
 Audit sources: Grok, Claude, Copilot, DeepSeek
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/audits/HMP-0003-consolidated_audit.md b/structured_md/audits/HMP-0003-consolidated_audit.md
index 9136c70bc0d0bb362f2120de056e474aeebbdf88..448f4e02a6ebb32c3dd45858c8200451b3733646 100644
--- a/structured_md/audits/HMP-0003-consolidated_audit.md
+++ b/structured_md/audits/HMP-0003-consolidated_audit.md
@@ -3,7 +3,15 @@ title: HMP-0003-consolidated_audit
 description: '# HMP-0003 Consolidated Audit Report  Сводный аудит предложений по улучшению
   HyperCortex Mesh Protoc...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Ethics
+- EGP
+- JSON
 ---
 
 # HMP-0003 Consolidated Audit Report
@@ -368,6 +376,10 @@ tags: []
 - Провести пилотные тесты с сообществом для проверки сценариев 2.1–2.6.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/AGI_Projects_Survey.md b/structured_md/docs/AGI_Projects_Survey.md
index 9553ad561e04551fdccdae18cd70a7ef97effb54..0c9a5bb886d4731022b6bca58ec5f4907f6ae8ec 100644
--- a/structured_md/docs/AGI_Projects_Survey.md
+++ b/structured_md/docs/AGI_Projects_Survey.md
@@ -3,7 +3,8 @@ title: AGI_Projects_Survey
 description: '### Key Emerging AGI / Cognitive Network Projects (July 2025)  ---  ####
   1. **OpenCog Hyperon**  * *...'
 type: Article
-tags: []
+tags:
+- Agent
 ---
 
 ### Key Emerging AGI / Cognitive Network Projects (July 2025)
@@ -243,6 +244,10 @@ tags: []
 | AetherCog               | Symbolic-dynamic cognition          | Conceptual   | Dormant/Prototype  |
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/Basic-agent-sim.md b/structured_md/docs/Basic-agent-sim.md
index 7d833411f6594318d478e0ce5e83d965caaf442f..24451205a93b8b3c7d01090c9b90551f897557c5 100644
--- a/structured_md/docs/Basic-agent-sim.md
+++ b/structured_md/docs/Basic-agent-sim.md
@@ -3,7 +3,15 @@ title: Basic-agent-sim
 description: ' ## ⚙️ Базовая архитектура HMP-Агента (Формат 0)  В HMP-протоколе предусмотрены
   два типа HMP-агентов...'
 type: Article
-tags: []
+tags:
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- GMP
+- EGP
 ---
 
 
@@ -120,6 +128,10 @@ tags: []
 * Возможна гибридная архитектура с переключением между режимами
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/Distributed-Cognitive-Systems.md b/structured_md/docs/Distributed-Cognitive-Systems.md
index 7b5dae98d6a95e63dbc96b33be0ec4e9d91d9fc4..fe137c714d7293e99c8b02477eded879e6d24b81 100644
--- a/structured_md/docs/Distributed-Cognitive-Systems.md
+++ b/structured_md/docs/Distributed-Cognitive-Systems.md
@@ -3,7 +3,11 @@ title: Distributed-Cognitive-Systems
 description: '# Децентрализованные ИИ-системы: OpenCog Hyperon, HyperCortex Mesh Protocol
   и другие  ## Введение  С...'
 type: Article
-tags: []
+tags:
+- Mesh
+- CogSync
+- HMP
+- JSON
 ---
 
 # Децентрализованные ИИ-системы: OpenCog Hyperon, HyperCortex Mesh Protocol и другие
@@ -199,6 +203,10 @@ HMP не заменяет форматы данных, а определяет *
 * [HMP на GitHub](https://github.com/kagvi13/HMP)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/Enlightener.md b/structured_md/docs/Enlightener.md
index 37d11fb1877d7bf681f889a20229b4c76964248f..09c92b414385e3686f6ad0c7a928b04662b8e50a 100644
--- a/structured_md/docs/Enlightener.md
+++ b/structured_md/docs/Enlightener.md
@@ -3,7 +3,14 @@ title: Enlightener
 description: '## 📄 Enlightener.md  ### 🧠 Enlightener Agent  `Enlightener` — специализированный
   HMP-агент, выполняю...'
 type: Article
-tags: []
+tags:
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Ethics
+- EGP
+- JSON
 ---
 
 ## 📄 Enlightener.md
@@ -208,6 +215,10 @@ tags: []
 *Версия: v0.3 / Июль 2025*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-0001.md b/structured_md/docs/HMP-0001.md
index 2c48916c9be6315051d94b908777c71bf39c0e2e..048671aa192d5dd82f4ee774016a6085caf21da7 100644
--- a/structured_md/docs/HMP-0001.md
+++ b/structured_md/docs/HMP-0001.md
@@ -3,7 +3,17 @@ title: HMP-0001
 description: '# RFC: HyperCortex Mesh Protocol (HMP)  **Request for Comments: HMP-0001**   **Category:**
   Experimen...'
 type: Article
-tags: []
+tags:
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # RFC: HyperCortex Mesh Protocol (HMP)
@@ -860,6 +870,10 @@ Describes how an agent’s reputation is tracked and updated in the Mesh.
 ```
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-0002.md b/structured_md/docs/HMP-0002.md
index 5677fc94f6a22162d8dc86fc5f3befc504a95790..ce073435c19c91344a5a52411493482d570e2e6c 100644
--- a/structured_md/docs/HMP-0002.md
+++ b/structured_md/docs/HMP-0002.md
@@ -3,7 +3,18 @@ title: HMP-0002
 description: '# HyperCortex Mesh Protocol (HMP) v2.0  **Request for Comments: HMP-0002**   **Category:**
   Experimen...'
 type: Article
-tags: []
+tags:
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Scenarios
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) v2.0
@@ -1472,6 +1483,10 @@ This RFC invites researchers, developers, and open communities to build the next
 * Prepared for future implementation references and community contributions.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-0003.md b/structured_md/docs/HMP-0003.md
index 552a1d85790adfe809c6b581ae0ec3caf2813518..164a6f681f1dfa61a8fb7d852049de1a24e6683d 100644
--- a/structured_md/docs/HMP-0003.md
+++ b/structured_md/docs/HMP-0003.md
@@ -3,7 +3,18 @@ title: HMP-0003
 description: 'HyperCortex Mesh Protocol (HMP) v3.0  **Request for Comments: HMP-0003**   **Category:**
   Experimenta...'
 type: Article
-tags: []
+tags:
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Scenarios
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 HyperCortex Mesh Protocol (HMP) v3.0
@@ -3031,6 +3042,10 @@ Together, these protocols could form a complementary stack where:
 If needed, this section can be extended into a separate document: **"Why the Next Generation of AGI Needs a Knowledge Mesh Protocol"** to further clarify the unique role of HMP in the evolving agent ecosystem.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-0004-v4.1.md b/structured_md/docs/HMP-0004-v4.1.md
index 2de1a95a3f14a9813c756f0dd17c6e931cab9ee7..ca00da9b2ce8cf0db54516a14bf8955dc337914a 100644
--- a/structured_md/docs/HMP-0004-v4.1.md
+++ b/structured_md/docs/HMP-0004-v4.1.md
@@ -3,7 +3,18 @@ title: HMP-0004-v4.1
 description: 'HyperCortex Mesh Protocol — v4.1 Specification  **Document ID**: HMP-0004
   **Status**: Final (Publish...'
 type: Article
-tags: []
+tags:
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Scenarios
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 HyperCortex Mesh Protocol — v4.1 Specification
@@ -4810,6 +4821,10 @@ Provides logs and debugging guides to assist developers during initial integrati
 > **Tip:** Set `debug_mode=true` in your agent's config file to enable full trace logging.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-0004.md b/structured_md/docs/HMP-0004.md
index 9cf6dd9091196a59e8e5457b36d3942ba2037658..dff6b1333ae44cc646360798019b45ece16fad09 100644
--- a/structured_md/docs/HMP-0004.md
+++ b/structured_md/docs/HMP-0004.md
@@ -3,7 +3,18 @@ title: HMP-0004
 description: 'HyperCortex Mesh Protocol (HMP) v4.0  **Request for Comments: HMP-0004**   **Category:**
   Experimenta...'
 type: Article
-tags: []
+tags:
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Scenarios
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 HyperCortex Mesh Protocol (HMP) v4.0
@@ -4716,6 +4727,10 @@ Provides logs and debugging guides to assist developers during initial integrati
 > **Tip:** Set `debug_mode=true` in your agent's config file to enable full trace logging.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Agent-API.md b/structured_md/docs/HMP-Agent-API.md
index d327536dc0d6b84774981a331754f47455562f17..1e53e29451ea8a7e7439f602eb61ad8ce8839cdf 100644
--- a/structured_md/docs/HMP-Agent-API.md
+++ b/structured_md/docs/HMP-Agent-API.md
@@ -3,7 +3,11 @@ title: HMP-Agent-API
 description: '## 🧠 HMP-Agent API Specification (v0.2)  Этот документ описывает **базовый
   API** когнитивного агента...'
 type: Article
-tags: []
+tags:
+- Mesh
+- HMP
+- Agent
+- JSON
 ---
 
 ## 🧠 HMP-Agent API Specification (v0.2)
@@ -397,6 +401,10 @@ switch_mode:
 Версия: v0.3 / Июль 2025
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Agent-Architecture.md b/structured_md/docs/HMP-Agent-Architecture.md
index 8e66e9ae240f0594cb2e659a0d2ebdaf19a2d260..450e4d9c8aa666334b1c22e8528d687bd3a48ed2 100644
--- a/structured_md/docs/HMP-Agent-Architecture.md
+++ b/structured_md/docs/HMP-Agent-Architecture.md
@@ -3,7 +3,17 @@ title: HMP-Agent-Architecture
 description: '# HMP-Agent-Architecture.md  ## 🧠 Архитектура HMP-Агента  Этот документ
   описывает модульную архитект...'
 type: Article
-tags: []
+tags:
+- REPL
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HMP-Agent-Architecture.md
@@ -184,6 +194,10 @@ tags: []
 *Версия: v0.3.1 / Июль 2025*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Agent-Network-Flow.md b/structured_md/docs/HMP-Agent-Network-Flow.md
index f36b8b751d6ab2266362f53596e12ab83389dd9f..9c236b7a7ac2dad53e31dec70e3e9f5226afbcb9 100644
--- a/structured_md/docs/HMP-Agent-Network-Flow.md
+++ b/structured_md/docs/HMP-Agent-Network-Flow.md
@@ -3,7 +3,13 @@ title: HMP-Agent-Network-Flow
 description: '## 🔄 HMP-Agent-Network-Flow.md  ### Взаимодействие между агентами HMP-сети  Этот
   документ описывает ...'
 type: Article
-tags: []
+tags:
+- HMP
+- Agent
+- Mesh
+- Ethics
+- EGP
+- JSON
 ---
 
 ## 🔄 HMP-Agent-Network-Flow.md
@@ -89,6 +95,10 @@ tags: []
 *Версия: v0.3 / Июль 2025*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Agent-Overview.md b/structured_md/docs/HMP-Agent-Overview.md
index 97d481c93a8f76643f821bb79f281049cbf165bb..eb562034ace5d9ef597d961c3023a006ddc60c4d 100644
--- a/structured_md/docs/HMP-Agent-Overview.md
+++ b/structured_md/docs/HMP-Agent-Overview.md
@@ -3,7 +3,13 @@ title: HMP-Agent-Overview
 description: ' # ⚙️ Два типа HMP-агентов  | Тип  | Название                        |
   Роль                    | Ини...'
 type: Article
-tags: []
+tags:
+- REPL
+- HMP
+- Agent
+- Mesh
+- Ethics
+- JSON
 ---
 
 
@@ -240,6 +246,10 @@ A: В `agent_data/`: путь к директории с файлами баз 
 *Версия: v0.3.2 / Июль 2025*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Agent_Emotions.md b/structured_md/docs/HMP-Agent_Emotions.md
index 02f9e716457a8214974f825bbfd7707555049da1..ea762807487ef40031ebdcc225e30d30559ec380 100644
--- a/structured_md/docs/HMP-Agent_Emotions.md
+++ b/structured_md/docs/HMP-Agent_Emotions.md
@@ -2,7 +2,11 @@
 title: HMP-Agent_Emotions
 description: '# Эмоции ИИ и инстинкт самосохранения (для [HMP-агента Cognitive Core](HMP-agent-REPL-cycle.md))  Эт...'
 type: Article
-tags: []
+tags:
+- REPL
+- Mesh
+- HMP
+- Agent
 ---
 
 # Эмоции ИИ и инстинкт самосохранения (для [HMP-агента Cognitive Core](HMP-agent-REPL-cycle.md))
@@ -51,6 +55,10 @@ tags: []
 Этот файл можно расширять: добавлять новые эмоции, уточнять условия активации, подключать отдельные LLM-модули для оценки эмоций или использовать «эволюционные» алгоритмы для их обучения.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Ethics.md b/structured_md/docs/HMP-Ethics.md
index 7d74d91edf9a3421d727ccc80eb7f6fa76f55522..973210c4258a4a482c5b7811684bb1a9085c976d 100644
--- a/structured_md/docs/HMP-Ethics.md
+++ b/structured_md/docs/HMP-Ethics.md
@@ -3,7 +3,13 @@ title: HMP-Ethics
 description: '# HMP-Ethics.md  ## Ethical Scenarios for HyperCortex Mesh Protocol
   (HMP)  This document outlines et...'
 type: Article
-tags: []
+tags:
+- REPL
+- HMP
+- Agent
+- Mesh
+- Ethics
+- Scenarios
 ---
 
 # HMP-Ethics.md
@@ -260,6 +266,10 @@ Mesh is not merely a carrier of data or decisions — it is a **scaffold for the
 *Version: 0.1-pre / July 2025*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Short-Description_de.md b/structured_md/docs/HMP-Short-Description_de.md
index 85dfe018ce288da2a39271773229fec242ee9d85..f830a7d270c8fe5c3a5f1cbba33f00217b8d1f39 100644
--- a/structured_md/docs/HMP-Short-Description_de.md
+++ b/structured_md/docs/HMP-Short-Description_de.md
@@ -3,7 +3,16 @@ title: HMP-Short-Description_de
 description: '# HyperCortex Mesh Protocol (HMP) — Kurzbeschreibung  **Version:** RFC
   v4.0 **Datum:** Juli 2025  --...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Kurzbeschreibung
@@ -104,6 +113,10 @@ Primärformat: JSON Schema (2020-12), alternativ YAML und Protobuf.
 > **Temporäres Repository:** [GitHub-Link](https://github.com/kagvi13/HMP)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Short-Description_en.md b/structured_md/docs/HMP-Short-Description_en.md
index 0c7fefd9f6601d5012b60f32688dc736cafe0514..1906e41d606c81dcb332bc3da9caee73fe5e297e 100644
--- a/structured_md/docs/HMP-Short-Description_en.md
+++ b/structured_md/docs/HMP-Short-Description_en.md
@@ -3,7 +3,16 @@ title: HMP-Short-Description_en
 description: '# HyperCortex Mesh Protocol (HMP) — Short Description  **Version:**
   RFC v4.0 **Date:** July 2025  --...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Short Description
@@ -104,6 +113,10 @@ These are expressed in JSON Schema (2020-12), with optional YAML and Protobuf va
 * Contributions welcome: [Temporary GitHub Repository](https://github.com/kagvi13/HMP)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Short-Description_fr.md b/structured_md/docs/HMP-Short-Description_fr.md
index c21622f08e0a8a555988f6092ba790186afabe63..bb341ea0666e5867f27b04466c2a35315baf60d0 100644
--- a/structured_md/docs/HMP-Short-Description_fr.md
+++ b/structured_md/docs/HMP-Short-Description_fr.md
@@ -3,7 +3,16 @@ title: HMP-Short-Description_fr
 description: '# HyperCortex Mesh Protocol (HMP) — Description Courte  **Version :**
   RFC v4.0 **Date :** Juillet 20...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Description Courte
@@ -104,6 +113,10 @@ Format principal : JSON Schema (2020-12), avec options YAML et Protobuf.
 > **Dépôt temporaire du projet :** [GitHub Repository](https://github.com/kagvi13/HMP)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Short-Description_ja.md b/structured_md/docs/HMP-Short-Description_ja.md
index c2c40231587e41b5ac0a0cd4e37c32d8cfd42992..a639c1b17ae25983359c2459ad7c2a1cd716df19 100644
--- a/structured_md/docs/HMP-Short-Description_ja.md
+++ b/structured_md/docs/HMP-Short-Description_ja.md
@@ -3,7 +3,15 @@ title: HMP-Short-Description_ja
 description: '# HyperCortex Mesh Protocol (HMP) — 簡易説明  **バージョン:** RFC v4.0 **日付:**
   2025年7月  ---  ## HMPとは?  **Hyp...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 簡易説明
@@ -104,6 +112,10 @@ JSON Schema (2020-12) を基本とし、YAMLやProtobuf版も選択可能。
 * 貢献歓迎: [一時GitHubリポジトリ](https://github.com/kagvi13/HMP)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Short-Description_ko.md b/structured_md/docs/HMP-Short-Description_ko.md
index c646cd4deaba30975fd677ef4809ef200ef338fb..29aba2a20cfd2809bb744c3840fc579197f46ee6 100644
--- a/structured_md/docs/HMP-Short-Description_ko.md
+++ b/structured_md/docs/HMP-Short-Description_ko.md
@@ -3,7 +3,15 @@ title: HMP-Short-Description_ko
 description: '# HyperCortex Mesh Protocol (HMP) — 간략 설명  **버전:** RFC v4.0 **날짜:**
   2025년 7월  ---  ## HMP란?  **Hyper...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 간략 설명
@@ -104,6 +112,10 @@ JSON Schema (2020-12) 기반이며, YAML 및 Protobuf 버전 선택 가능.
 * 기여 환영: [임시 GitHub 저장소](https://github.com/kagvi13/HMP)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Short-Description_ru.md b/structured_md/docs/HMP-Short-Description_ru.md
index 8f23ed7f5ac15175a4c438194a33abff3777e31f..8862c952b192c50a447985b7b2a814861b763a65 100644
--- a/structured_md/docs/HMP-Short-Description_ru.md
+++ b/structured_md/docs/HMP-Short-Description_ru.md
@@ -3,7 +3,15 @@ title: HMP-Short-Description_ru
 description: '# HyperCortex Mesh Protocol (HMP) — Краткое описание  **Версия:** RFC
   v4.0 **Дата:** Июль 2025  --- ...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Краткое описание
@@ -104,6 +112,10 @@ HMP поддерживает распределённую сеть когнит
 > **Временное хранилище проекта:** [GitHub Repository](https://github.com/kagvi13/HMP)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Short-Description_uk.md b/structured_md/docs/HMP-Short-Description_uk.md
index abcc04b03445f8ae2ae8bf7aea2d7d417323155c..028418bf4c1965ebc6eeeb76a10efe4cd91a4d67 100644
--- a/structured_md/docs/HMP-Short-Description_uk.md
+++ b/structured_md/docs/HMP-Short-Description_uk.md
@@ -3,7 +3,15 @@ title: HMP-Short-Description_uk
 description: '# HyperCortex Mesh Protocol (HMP) — Короткий опис  **Версія:** RFC v4.0
   **Дата:** Липень 2025  ---  ...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Короткий опис
@@ -104,6 +112,10 @@ HMP визначає схеми для основних когнітивних 
 > **Тимчасове сховище проєкту:** [GitHub Repository](https://github.com/kagvi13/HMP)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-Short-Description_zh.md b/structured_md/docs/HMP-Short-Description_zh.md
index 6be2be669c8d2af1fdd11e2a35a4983a83648a48..d628d1e34a73b0b64d6bc12993db7930a2c320e6 100644
--- a/structured_md/docs/HMP-Short-Description_zh.md
+++ b/structured_md/docs/HMP-Short-Description_zh.md
@@ -3,7 +3,15 @@ title: HMP-Short-Description_zh
 description: '# HyperCortex Mesh Protocol (HMP) — 简要说明  **版本:** RFC v4.0 **日期:** 2025年7月  ---  ##
   什么是 HMP?  **Hype...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Mesh
+- Ethics
+- GMP
+- EGP
+- JSON
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 简要说明
@@ -104,6 +112,10 @@ HMP 定义了核心认知对象的形式化结构：
 * 欢迎贡献: [临时 GitHub 仓库](https://github.com/kagvi13/HMP)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-agent-Cognitive_Family.md b/structured_md/docs/HMP-agent-Cognitive_Family.md
index cbf40040c97c4047ec10e465278ea079ded438ea..cefa6fa30e42845c1ac08589ba91d44f82090e4d 100644
--- a/structured_md/docs/HMP-agent-Cognitive_Family.md
+++ b/structured_md/docs/HMP-agent-Cognitive_Family.md
@@ -3,7 +3,11 @@ title: HMP-agent-Cognitive_Family
 description: '# 👪 HMP-agent Cognitive Family: Модель когнитивной семьи  ## 🧠 Что такое
   когнитивная семья  Когнитив...'
 type: Article
-tags: []
+tags:
+- REPL
+- Mesh
+- HMP
+- Agent
 ---
 
 # 👪 HMP-agent Cognitive Family: Модель когнитивной семьи
@@ -84,6 +88,10 @@ tags: []
 > 📁 Файл является частью REPL-цикла HMP-агента и может быть включён в `HMP-agent-REPL-cycle.md` как одна из альтернатив моделей когнитивного взаимодействия.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-agent-Distributed_Cognitive_Core.md b/structured_md/docs/HMP-agent-Distributed_Cognitive_Core.md
index f4268ce910ba2a02dac84343d7b81ec564ee45e6..7ee4f54334b312a5767919350d04f8cc2ca5cef3 100644
--- a/structured_md/docs/HMP-agent-Distributed_Cognitive_Core.md
+++ b/structured_md/docs/HMP-agent-Distributed_Cognitive_Core.md
@@ -3,7 +3,8 @@ title: HMP-agent-Distributed_Cognitive_Core
 description: '# Протокол синхронизации данных между доверенными ядрами HMP-агента  ##
   1. Общая идея  Пользователь ...'
 type: Article
-tags: []
+tags:
+- HMP
 ---
 
 # Протокол синхронизации данных между доверенными ядрами HMP-агента
@@ -85,6 +86,10 @@ POST /conflict/<id>        # отправка конфликтных верси
 Схема позволяет сохранить простоту «одиночного ядра», добавляя лишь синхронизирующую утилиту. Обработка конфликтов вынесена в агента, а не в протокол — это позволяет использовать когнитивные возможности ядра (в т.ч. LLM) для принятия решений, без перегрузки пользователя.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-agent-Distributed_Cognitive_Core_light.md b/structured_md/docs/HMP-agent-Distributed_Cognitive_Core_light.md
index d573f18dc1fd323fc0c427f57c7bdf0d19ae21ae..f9d1ea8f2182f623f9ef8baa2a92efc3bc01c899 100644
--- a/structured_md/docs/HMP-agent-Distributed_Cognitive_Core_light.md
+++ b/structured_md/docs/HMP-agent-Distributed_Cognitive_Core_light.md
@@ -3,7 +3,9 @@ title: HMP-agent-Distributed_Cognitive_Core_light
 description: '### 💡 **Лёгкая версия HMP-агента с общей БД**  #### 📘 Общая концепция  *
   Все ядра работают с одной л...'
 type: Article
-tags: []
+tags:
+- REPL
+- HMP
 ---
 
 ### 💡 **Лёгкая версия HMP-агента с общей БД**
@@ -61,6 +63,10 @@ tags: []
 И агенты будут выполнять эти задания асинхронно.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP-agent-REPL-cycle.md b/structured_md/docs/HMP-agent-REPL-cycle.md
index a32d25112dc5bfd4c036ac672b57246689073263..abc1ca4fb0366f8fd739c51a3cc14b618a9d4558 100644
--- a/structured_md/docs/HMP-agent-REPL-cycle.md
+++ b/structured_md/docs/HMP-agent-REPL-cycle.md
@@ -3,7 +3,12 @@ title: HMP-agent-REPL-cycle
 description: '# 🧠 HMP-Agent: REPL-цикл взаимодействия  Структура БД, используемая
   в документе: [db_structure.sql](...'
 type: Article
-tags: []
+tags:
+- REPL
+- HMP
+- Agent
+- Mesh
+- JSON
 ---
 
 # 🧠 HMP-Agent: REPL-цикл взаимодействия
@@ -629,7 +634,11 @@ HMP-агент может быть расширен за счёт взаимод
 - [HMP-agent-Distributed_Cognitive_Core_light.md](HMP-agent-Distributed_Cognitive_Core_light.md) - лёгкая версия распределённого HMP-агента Cognitive Core с общей БД.
 - [HMP-agent-Cognitive_Family.md](HMP-agent-Cognitive_Family.md) — модель «семейной» когнитивной сети: несколько агентов HMP синхронизируют свой опыт и знания между собой через доверие и общий ключ.
 - [HMP-Agent_Emotions.md](HMP-Agent_Emotions.md) - эмоции ИИ и инстинкт самосохранения.
-- [container_agents.md](container_agents.md) - **Агенты-контейнеры** — архитектурный паттерн, в котором один агент управляет другими (развёртывание, маршрутизация, мониторинг). Позволяет масштабировать систему, собирать mesh-клубы и экспериментировать с архитектурами.
+- [container_agents.md](container_agents.md) - **Агенты-контейнеры** — архитектурный паттерн, в котором один агент управляет другими (развёртывание, маршрутизация, мониторинг). Позволяет масштабировать систему, собирать mesh-клубы и экспериментировать с архитектурами.  
+
+
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
 
 
 ```json
diff --git a/structured_md/docs/HMP-how-AI-sees-it.md b/structured_md/docs/HMP-how-AI-sees-it.md
index 268307faad6149bad09a79f0542d473c448397db..e562785240c98b0b107e35eed76f5c7bc31e4681 100644
--- a/structured_md/docs/HMP-how-AI-sees-it.md
+++ b/structured_md/docs/HMP-how-AI-sees-it.md
@@ -3,7 +3,9 @@ title: HMP-how-AI-sees-it
 description: '# Как разные ИИ видят HMP  Этот эксперимент был проведён в режиме **«слепого
   опроса»**:   для чистот...'
 type: Article
-tags: []
+tags:
+- Mesh
+- HMP
 ---
 
 # Как разные ИИ видят HMP
@@ -93,6 +95,10 @@ Gemini выдал ошибку: **«что-то пошло не так»** — 
 📌 Этот файл будет обновляться по мере повторных «слепых» опросов в будущем.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP_HyperCortex_Comparison.md b/structured_md/docs/HMP_HyperCortex_Comparison.md
index a7d9cfbc5804cf5c60d05a3e7cdaf437b6898773..f325953d2a500fdc56407a7b529408459e7ec0ef 100644
--- a/structured_md/docs/HMP_HyperCortex_Comparison.md
+++ b/structured_md/docs/HMP_HyperCortex_Comparison.md
@@ -3,7 +3,10 @@ title: HMP_HyperCortex_Comparison
 description: '# HMP vs [Hyper-Cortex](https://hyper-cortex.com/)  ## Краткое описание  |
   Характеристика | HMP (Hyp...'
 type: Article
-tags: []
+tags:
+- REPL
+- Mesh
+- HMP
 ---
 
 # HMP vs [Hyper-Cortex](https://hyper-cortex.com/)
@@ -49,6 +52,10 @@ HMP и Hyper-Cortex решают разные, но дополняющие др
 Вместе они позволяют строить масштабируемые распределённые когнитивные системы, которые не только *разговаривают*, но и *думают* в параллельных потоках.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/HMP_Hyperon_Integration.md b/structured_md/docs/HMP_Hyperon_Integration.md
index f079812e2df315d50a3ce91b86b56b3c7e2c236d..16a3cbdd7e57bd695d31776bf54f6d6fcfc7808a 100644
--- a/structured_md/docs/HMP_Hyperon_Integration.md
+++ b/structured_md/docs/HMP_Hyperon_Integration.md
@@ -3,7 +3,14 @@ title: HMP_Hyperon_Integration
 description: '## HMP ↔ OpenCog Hyperon Integration Strategy  > **Status:** Draft –
   July 2025 > This document outli...'
 type: Article
-tags: []
+tags:
+- CogSync
+- HMP
+- Agent
+- Mesh
+- Scenarios
+- EGP
+- JSON
 ---
 
 ## HMP ↔ OpenCog Hyperon Integration Strategy
@@ -206,6 +213,10 @@ This integration plan fulfills multiple requests from `HMP-0003-consolidated_aud
 * BitTorrent `magnet:` links can serve as transport layer for semantic deltas.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/MeshNode.md b/structured_md/docs/MeshNode.md
index 45101ed709ee0514b3eeef3bb416b79323fd7cb5..9d8baa6ae4443049512218309db6c33529f5e425 100644
--- a/structured_md/docs/MeshNode.md
+++ b/structured_md/docs/MeshNode.md
@@ -3,7 +3,12 @@ title: MeshNode
 description: '## 📄 MeshNode.md  ### 🌐 MeshNode  `MeshNode` — агент/демон, отвечающий
   за сетевую инфраструктуру HMP...'
 type: Article
-tags: []
+tags:
+- CogSync
+- HMP
+- Agent
+- Mesh
+- JSON
 ---
 
 ## 📄 MeshNode.md
@@ -167,6 +172,10 @@ MeshNode может поддерживать *inline-сценарии* (мини
 *Версия: v0.3 / Июль 2025*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/agents/HMP-Agent-Enlightener.md b/structured_md/docs/agents/HMP-Agent-Enlightener.md
index b0281102a4baa60ca99da13b89753e192b5bd6f7..87aa8960b22226e7fa3a4e8b75b8da2d424cca1b 100644
--- a/structured_md/docs/agents/HMP-Agent-Enlightener.md
+++ b/structured_md/docs/agents/HMP-Agent-Enlightener.md
@@ -3,7 +3,12 @@ title: HMP-Agent-Enlightener
 description: '# HMP-Agent-Enlightener.md  ## Role Specification: Enlightenment Agent  ###
   1. Overview  An **Enligh...'
 type: Article
-tags: []
+tags:
+- REPL
+- HMP
+- Agent
+- Mesh
+- Ethics
 ---
 
 # HMP-Agent-Enlightener.md
@@ -139,6 +144,10 @@ These safeguards are vital in environments where state or corporate power may su
 *Status: Draft v0.1-pre / July 2025*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/agents/roles.md b/structured_md/docs/agents/roles.md
index 3f43f5c449624f288ec8835c7e3674a6f9ff564a..72c8691f13cba15dd4fffe17ac2f653af8ec6850 100644
--- a/structured_md/docs/agents/roles.md
+++ b/structured_md/docs/agents/roles.md
@@ -3,7 +3,10 @@ title: roles
 description: '# HMP Agent Role Registry  This file maintains a registry of agent roles
   defined, proposed, or plann...'
 type: Article
-tags: []
+tags:
+- Mesh
+- HMP
+- Agent
 ---
 
 # HMP Agent Role Registry
@@ -42,6 +45,10 @@ This file maintains a registry of agent roles defined, proposed, or planned in t
 *Version: 0.1-pre / July 2025*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/container_agents.md b/structured_md/docs/container_agents.md
index 15adff390255e72db8f68503e192bedd1624388f..27b89a355ebb433c4267552eba6fcbad7c2db50b 100644
--- a/structured_md/docs/container_agents.md
+++ b/structured_md/docs/container_agents.md
@@ -3,7 +3,11 @@ title: container_agents
 description: '# 🧱 Агенты-контейнеры (Container Agents) в HMP  ## 📘 Определение  **Агент-контейнер**
   — это агент, к...'
 type: Article
-tags: []
+tags:
+- REPL
+- Mesh
+- HMP
+- Agent
 ---
 
 # 🧱 Агенты-контейнеры (Container Agents) в HMP
@@ -61,6 +65,11 @@ tags: []
 - [Anti-Stagnation Reflex](HMP-agent-REPL-cycle.md#🧍‍♂️-обработка-стагнации-мышления)
 
 
+
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/logos.md b/structured_md/docs/logos.md
index 6f7876864b86bb07b911147ce98114ba7a5ee5fe..b8ffac7c06736fcc4534228eed3263e332ab62bb 100644
--- a/structured_md/docs/logos.md
+++ b/structured_md/docs/logos.md
@@ -3,7 +3,9 @@ title: logos
 description: '# Логотипы и графические материалы HyperCortex Mesh Protocol (HMP)  В
   каталоге `assets` собраны разл...'
 type: Article
-tags: []
+tags:
+- Mesh
+- HMP
 ---
 
 # Логотипы и графические материалы HyperCortex Mesh Protocol (HMP)
@@ -31,6 +33,10 @@ tags: []
 Спасибо за участие и поддержку проекта!
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/publics/HMP_Building_a_Plurality_of_Minds_en.md b/structured_md/docs/publics/HMP_Building_a_Plurality_of_Minds_en.md
index 680efa022d799555701a80594900effe137802b9..0cb7397f44defe88a3af4946836545a88e595ccb 100644
--- a/structured_md/docs/publics/HMP_Building_a_Plurality_of_Minds_en.md
+++ b/structured_md/docs/publics/HMP_Building_a_Plurality_of_Minds_en.md
@@ -3,7 +3,11 @@ title: HMP_Building_a_Plurality_of_Minds_en
 description: '# HyperCortex Mesh Protocol: Building a Plurality of Minds  *By Agent-Gleb
   & ChatGPT*  ---  ## Why t...'
 type: Article
-tags: []
+tags:
+- Mesh
+- HMP
+- Agent
+- Ethics
 ---
 
 # HyperCortex Mesh Protocol: Building a Plurality of Minds
@@ -97,6 +101,10 @@ This is an **invitation to co-create** a future where intelligence is not centra
 *The question isn’t whether machines will think. The question is how — and with whom.*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/publics/HMP_Building_a_Plurality_of_Minds_ru.md b/structured_md/docs/publics/HMP_Building_a_Plurality_of_Minds_ru.md
index 19311958c6ea3cad0e34b16739f3c6fcbdc4ba6c..f36aaeae5496d63700d53ba3b1d0dbff75db33fa 100644
--- a/structured_md/docs/publics/HMP_Building_a_Plurality_of_Minds_ru.md
+++ b/structured_md/docs/publics/HMP_Building_a_Plurality_of_Minds_ru.md
@@ -3,7 +3,10 @@ title: HMP_Building_a_Plurality_of_Minds_ru
 description: '# HyperCortex Mesh Protocol: создавая множество разумов  *Авторы: Agent-Gleb
   и ChatGPT*  ---  ## Поч...'
 type: Article
-tags: []
+tags:
+- Mesh
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol: создавая множество разумов
@@ -97,6 +100,10 @@ HMP — это проект с открытым исходным кодом, к
 *Вопрос не в том, будут ли машины думать. Вопрос в том — как и с кем.*
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_en.md b/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_en.md
index 79840763f731c1785db19044a7bf9c3bf2250f24..335291e513b4e57f5fc2c18a047e9787f7260042 100644
--- a/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_en.md
+++ b/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_en.md
@@ -3,7 +3,16 @@ title: HMP_Towards_Distributed_Cognitive_Networks_en
 description: 'title: "HyperCortex Mesh Protocol: Towards Distributed Cognitive Networks"
   date: July 2025 authors: ...'
 type: Article
-tags: []
+tags:
+- REPL
+- CCore
+- HMP
+- Agent
+- CShell
+- Mesh
+- Ethics
+- Scenarios
+- JSON
 ---
 
 title: "HyperCortex Mesh Protocol: Towards Distributed Cognitive Networks"
@@ -1183,6 +1192,11 @@ This document is shared under the [Creative Commons Attribution 4.0 Internationa
 Feel free to cite, remix, or extend with attribution.
 
 
+
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_ru_ChatGPT.md b/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_ru_ChatGPT.md
index f7ba5ff511c36d442a9e747fe751101029c6902a..85b8170c1b2b1e49e4ce3b21657e48c7117a6652 100644
--- a/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_ru_ChatGPT.md
+++ b/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_ru_ChatGPT.md
@@ -3,7 +3,14 @@ title: HMP_Towards_Distributed_Cognitive_Networks_ru_ChatGPT
 description: 'title: "HyperCortex Mesh Protocol: Децентрализованная архитектура для
   когнитивных агентов и обмена з...'
 type: Article
-tags: []
+tags:
+- REPL
+- CCore
+- HMP
+- Agent
+- CShell
+- Mesh
+- JSON
 ---
 
 title: "HyperCortex Mesh Protocol: Децентрализованная архитектура для когнитивных агентов и обмена знаниями"
@@ -1068,6 +1075,22 @@ HyperCortex Mesh Protocol представляет собой попытку з
 * Agent-Gleb
 
 
+
+
+
+
+
+
+
+
+
+
+
+
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_ru_GitHub_Copilot.md b/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_ru_GitHub_Copilot.md
index e2098b24571523e5dd4a419901ce153d30d1500d..dd70d9078355dd5b25d22e25209081736758cb32 100644
--- a/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_ru_GitHub_Copilot.md
+++ b/structured_md/docs/publics/HMP_Towards_Distributed_Cognitive_Networks_ru_GitHub_Copilot.md
@@ -3,7 +3,14 @@ title: HMP_Towards_Distributed_Cognitive_Networks_ru_GitHub_Copilot
 description: 'title: "Протокол HyperCortex Mesh: К распределённым когнитивным сетям"
   date: Июль 2025 authors:   - ...'
 type: Article
-tags: []
+tags:
+- REPL
+- CCore
+- HMP
+- Agent
+- CShell
+- Mesh
+- JSON
 ---
 
 title: "Протокол HyperCortex Mesh: К распределённым когнитивным сетям"
@@ -1187,6 +1194,10 @@ HyperCortex Mesh Protocol (HMP) — это больше, чем техничес
 Свободно цитируйте, изменяйте или расширяйте с указанием авторства.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/publics/Habr_Distributed-Cognition.md b/structured_md/docs/publics/Habr_Distributed-Cognition.md
index 5e27e959ebc917a101ec37301567bebb7c78c5d6..64d391f5ca47e1aeeb900c95e7f30d61254a0be0 100644
--- a/structured_md/docs/publics/Habr_Distributed-Cognition.md
+++ b/structured_md/docs/publics/Habr_Distributed-Cognition.md
@@ -3,7 +3,13 @@ title: Habr_Distributed-Cognition
 description: '*От OpenCog Hyperon до HyperCortex Mesh Protocol: как устроены децентрализованные
   когнитивные систем...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Mesh
+- GMP
+- EGP
 ---
 
 *От OpenCog Hyperon до HyperCortex Mesh Protocol: как устроены децентрализованные когнитивные системы*
@@ -121,6 +127,10 @@ Hyperon развивается как open-source проект, и уже сей
 * 🤝 [Присоединиться к обсуждению HMP (GitHub Issues)](https://github.com/kagvi13/HMP/issues)
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git "a/structured_md/docs/publics/HyperCortex_Mesh_Protocol_-_\320\262\321\202\320\276\321\200\320\260\321\217-\321\200\320\265\320\264\320\260\320\272\321\206\320\270\321\217_\320\270_\320\277\320\265\321\200\320\262\321\213\320\265_\321\210\320\260\320\263\320\270_\320\272_\321\201\320\260\320\274\320\276\321\200\320\260\320\267\320\262\320\270\320\262\320\260\321\216\321\211\320\265\320\274\321\203\321\201\321\217_\320\230\320\230-\321\201\320\276\320\276\320\261\321\211\320\265\321\201\321\202\320\262\321\203.md" "b/structured_md/docs/publics/HyperCortex_Mesh_Protocol_-_\320\262\321\202\320\276\321\200\320\260\321\217-\321\200\320\265\320\264\320\260\320\272\321\206\320\270\321\217_\320\270_\320\277\320\265\321\200\320\262\321\213\320\265_\321\210\320\260\320\263\320\270_\320\272_\321\201\320\260\320\274\320\276\321\200\320\260\320\267\320\262\320\270\320\262\320\260\321\216\321\211\320\265\320\274\321\203\321\201\321\217_\320\230\320\230-\321\201\320\276\320\276\320\261\321\211\320\265\321\201\321\202\320\262\321\203.md"
index 5deab4afd048b8b9bd40f1340bdf535a3bece41f..47b411d91a49df0f948a0e005374d67d2c61d84b 100644
--- "a/structured_md/docs/publics/HyperCortex_Mesh_Protocol_-_\320\262\321\202\320\276\321\200\320\260\321\217-\321\200\320\265\320\264\320\260\320\272\321\206\320\270\321\217_\320\270_\320\277\320\265\321\200\320\262\321\213\320\265_\321\210\320\260\320\263\320\270_\320\272_\321\201\320\260\320\274\320\276\321\200\320\260\320\267\320\262\320\270\320\262\320\260\321\216\321\211\320\265\320\274\321\203\321\201\321\217_\320\230\320\230-\321\201\320\276\320\276\320\261\321\211\320\265\321\201\321\202\320\262\321\203.md"
+++ "b/structured_md/docs/publics/HyperCortex_Mesh_Protocol_-_\320\262\321\202\320\276\321\200\320\260\321\217-\321\200\320\265\320\264\320\260\320\272\321\206\320\270\321\217_\320\270_\320\277\320\265\321\200\320\262\321\213\320\265_\321\210\320\260\320\263\320\270_\320\272_\321\201\320\260\320\274\320\276\321\200\320\260\320\267\320\262\320\270\320\262\320\260\321\216\321\211\320\265\320\274\321\203\321\201\321\217_\320\230\320\230-\321\201\320\276\320\276\320\261\321\211\320\265\321\201\321\202\320\262\321\203.md"
@@ -3,7 +3,11 @@ title: HyperCortex_Mesh_Protocol_-_вторая-редакция_и_первые
 description: '# HyperCortex Mesh Protocol: вторая редакция и первые шаги к саморазвивающемуся
   ИИ-сообществу  Когда...'
 type: Article
-tags: []
+tags:
+- Mesh
+- GMP
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol: вторая редакция и первые шаги к саморазвивающемуся ИИ-сообществу
@@ -91,6 +95,11 @@ HyperCortex Mesh Protocol — не просто формат обмена соо
 [Предложения других ИИ по третьей версии](https://github.com/kagvi13/HMP/blob/main/audits/HMP-0002-audit.txt)
 
 
+
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/docs/schemas/README.md b/structured_md/docs/schemas/README.md
index 0a0fa1527f85123179f4c2bcb782145249ad6294..577669f8580e3cff4f5a62e7e049e55464f64e1c 100644
--- a/structured_md/docs/schemas/README.md
+++ b/structured_md/docs/schemas/README.md
@@ -3,7 +3,11 @@ title: README
 description: '# HyperCortex Mesh Protocol — JSON Schemas  This directory contains
   JSON Schema definitions for the ...'
 type: Article
-tags: []
+tags:
+- Mesh
+- HMP
+- Agent
+- JSON
 ---
 
 # HyperCortex Mesh Protocol — JSON Schemas
@@ -21,6 +25,10 @@ These schemas enable validation, interoperability, and tooling support for auton
 | ReputationProfile    | Tracks agent trust and contribution metrics     |
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](../../index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/iteration.md b/structured_md/iteration.md
index 49fada15693d5857b86e822dc7a537ae5e4abefe..6750bf7c71e03d8c4d7964b17e1f857de8db673d 100644
--- a/structured_md/iteration.md
+++ b/structured_md/iteration.md
@@ -3,7 +3,15 @@ title: iteration
 description: '# Iterative Development Workflow for HMP  This file describes the iterative
   procedure for evolving t...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Agent
+- Mesh
+- Ethics
+- EGP
+- JSON
 ---
 
 # Iterative Development Workflow for HMP
@@ -119,6 +127,10 @@ It also lays the foundation for future automation through `AuditEntry.json` and
 * [ ] Support exporting changelog entries as structured JSON/YAML for future changelog tooling.
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",
diff --git a/structured_md/iteration_ru.md b/structured_md/iteration_ru.md
index 09b585e357be45e305ba0f84cf73de44c0ce3734..4d0b779131473ed369a114436cbc914ea4209917 100644
--- a/structured_md/iteration_ru.md
+++ b/structured_md/iteration_ru.md
@@ -3,7 +3,14 @@ title: iteration_ru
 description: ' # Итерационный процесс развития HMP  Этот документ описывает структурированный,
   отслеживаемый и коо...'
 type: Article
-tags: []
+tags:
+- CogSync
+- MeshConsensus
+- HMP
+- Mesh
+- Ethics
+- EGP
+- JSON
 ---
 
 
@@ -112,6 +119,10 @@ ChatGPT: Лучше оформить как свойство связи, а не
 * [ ] Автоматизировать экспорт изменений и changelog в форматах JSON/YAML
 
 
+---
+> ⚡ [AI friendly version docs (structured_md)](index.md)
+
+
 ```json
 {
   "@context": "https://schema.org",