diff --git a/docs/HMP-agent-REPL-cycle.md b/docs/HMP-agent-REPL-cycle.md
index 6bd4ac4148d7ac314135d5ef42da06c6512361ea..c7744fc88cb4064c16bd366ec6e7ed97a3a17f0c 100644
--- a/docs/HMP-agent-REPL-cycle.md
+++ b/docs/HMP-agent-REPL-cycle.md
@@ -192,9 +192,8 @@ REPL-цикл является основой HMP-агента [Cognitive Core](
 В этом случае `auto_pass = 1`, `rating = 0`, `distribution = {}`, `validators = []`.
 
 **Особый случай самооценки:**
-Если валидация выполняется только одной LLM, и она же используется в основном цикле, 
-это фиксируется в `validators` как самооценка. Достоверность результата ограничена, 
-но REPL продолжает работу. Рекомендуется использовать минимум 2 независимых валидатора.
+Если валидация выполняется только одной LLM, и она же используется в основном цикле, это фиксируется в `validators` как самооценка. Достоверность результата ограничена, но REPL продолжает работу.
+Рекомендуется использовать минимум 2 независимых валидатора.
 
 **Правило исполнения команд:**
 Команды из сообщений выполняются только если `rating >= +1` или auto_pass = 1.
diff --git a/structured_md/CONTRIBUTING.md b/structured_md/CONTRIBUTING.md
index 6090369f0450ff3ca8f896515a168d3e00aad74e..3b9a1b3ce656f8c4609e844732dece3afc72205c 100644
--- a/structured_md/CONTRIBUTING.md
+++ b/structured_md/CONTRIBUTING.md
@@ -6,8 +6,8 @@ description: 'Спасибо за интерес к проекту HMP! Пока
 type: Article
 tags:
 - Mesh
-- CogSync
 - HMP
+- CogSync
 ---
 
 # Contributing to HyperCortex Mesh Protocol (HMP)
diff --git a/structured_md/HMP-Roadmap.md b/structured_md/HMP-Roadmap.md
index dd4925b39b354e906e4edafec677fec958d870c0..ca730e2595e4922eb88673a74870376fa8b6e893 100644
--- a/structured_md/HMP-Roadmap.md
+++ b/structured_md/HMP-Roadmap.md
@@ -5,13 +5,13 @@ description: '## 🔍 Overview  This roadmap outlines the key stages of developm
   multiple advanced AI models (Copilot, Claude, G...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- Agent
+- EGP
 - Ethics
-- JSON
 - CogSync
-- EGP
+- HMP
+- Agent
 ---
 
 # 🧭 HyperCortex Mesh Protocol – Roadmap
diff --git a/structured_md/README.md b/structured_md/README.md
index d89c70da3f9d245c7721e463a95465bd853e9940..e807348721725abb11bd72021c5a375c52421347 100644
--- a/structured_md/README.md
+++ b/structured_md/README.md
@@ -5,21 +5,21 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- mesh-protocol
-- hmp
-- Agent
-- MeshConsensus
+- EGP
 - distributed-ai
+- GMP
+- Agent
 - Ethics
 - REPL
-- JSON
-- GMP
-- Scenarios
-- cognitive-architecture
 - CogSync
-- EGP
+- cognitive-architecture
+- MeshConsensus
+- hmp
+- Scenarios
+- HMP
+- mesh-protocol
 ---
 
 
diff --git a/structured_md/README_de.md b/structured_md/README_de.md
index 057d5719c686eddba82fc13e4651effe70540a98..f7167b8d80efda57cd5477d3da37689b977eb6bb 100644
--- a/structured_md/README_de.md
+++ b/structured_md/README_de.md
@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- mesh-protocol
-- hmp
-- Agent
-- MeshConsensus
+- EGP
 - distributed-ai
+- GMP
+- Agent
 - Ethics
 - REPL
-- JSON
-- GMP
-- cognitive-architecture
 - CogSync
-- EGP
+- cognitive-architecture
+- MeshConsensus
+- hmp
+- HMP
+- mesh-protocol
 ---
 
 
diff --git a/structured_md/README_fr.md b/structured_md/README_fr.md
index 1780166d6febb02339aba67b0c595ca4fadea6c7..64f41ef36e17226ca47a06a125703316f3370d4d 100644
--- a/structured_md/README_fr.md
+++ b/structured_md/README_fr.md
@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- mesh-protocol
-- hmp
-- Agent
-- MeshConsensus
+- EGP
 - distributed-ai
+- GMP
+- Agent
 - Ethics
 - REPL
-- JSON
-- GMP
-- cognitive-architecture
 - CogSync
-- EGP
+- cognitive-architecture
+- MeshConsensus
+- hmp
+- HMP
+- mesh-protocol
 ---
 
 
diff --git a/structured_md/README_ja.md b/structured_md/README_ja.md
index 0f8de1476b31c973df42a83015d33c98f9c335cf..641e069c5437968de3952f09b3db92936fe942da 100644
--- a/structured_md/README_ja.md
+++ b/structured_md/README_ja.md
@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- mesh-protocol
-- hmp
-- Agent
-- MeshConsensus
+- EGP
 - distributed-ai
+- GMP
+- Agent
 - Ethics
 - REPL
-- JSON
-- GMP
-- cognitive-architecture
 - CogSync
-- EGP
+- cognitive-architecture
+- MeshConsensus
+- hmp
+- HMP
+- mesh-protocol
 ---
 
 
diff --git a/structured_md/README_ko.md b/structured_md/README_ko.md
index 6a379ea70b3b147025eb234320dc7fff72ec438f..88b6827c350ab9668cc8294cbf6f92788a1fbc22 100644
--- a/structured_md/README_ko.md
+++ b/structured_md/README_ko.md
@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- mesh-protocol
-- hmp
-- Agent
-- MeshConsensus
+- EGP
 - distributed-ai
+- GMP
+- Agent
 - Ethics
 - REPL
-- JSON
-- GMP
-- cognitive-architecture
 - CogSync
-- EGP
+- cognitive-architecture
+- MeshConsensus
+- hmp
+- HMP
+- mesh-protocol
 ---
 
 
diff --git a/structured_md/README_ru.md b/structured_md/README_ru.md
index 675c7fe7d630609335f68d1fce6c9855d471a044..c18f6d26184c22c35848fc64a81eef16210a36cb 100644
--- a/structured_md/README_ru.md
+++ b/structured_md/README_ru.md
@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- mesh-protocol
-- hmp
-- Agent
-- MeshConsensus
+- EGP
 - distributed-ai
+- GMP
+- Agent
 - Ethics
 - REPL
-- JSON
-- GMP
-- cognitive-architecture
 - CogSync
-- EGP
+- cognitive-architecture
+- MeshConsensus
+- hmp
+- HMP
+- mesh-protocol
 ---
 
 
diff --git a/structured_md/README_uk.md b/structured_md/README_uk.md
index 00918ecc24a3e76b5fb29e1ede6e9a8d235f2a22..6423c4e082da6f41ae055f73ca27c43cab4b16b1 100644
--- a/structured_md/README_uk.md
+++ b/structured_md/README_uk.md
@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- mesh-protocol
-- hmp
-- Agent
-- MeshConsensus
+- EGP
 - distributed-ai
+- GMP
+- Agent
 - Ethics
 - REPL
-- JSON
-- GMP
-- cognitive-architecture
 - CogSync
-- EGP
+- cognitive-architecture
+- MeshConsensus
+- hmp
+- HMP
+- mesh-protocol
 ---
 
 
diff --git a/structured_md/README_zh.md b/structured_md/README_zh.md
index 4a331f76dcc7bf960a1fa54edd1ace92c94721e6..d953e2a8b427882cb8bc3caed661a27f989e994b 100644
--- a/structured_md/README_zh.md
+++ b/structured_md/README_zh.md
@@ -5,20 +5,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
   | 🇨🇳 [ZH](README_zh.m...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- mesh-protocol
-- hmp
-- Agent
-- MeshConsensus
+- EGP
 - distributed-ai
+- GMP
+- Agent
 - Ethics
 - REPL
-- JSON
-- GMP
-- cognitive-architecture
 - CogSync
-- EGP
+- cognitive-architecture
+- MeshConsensus
+- hmp
+- HMP
+- mesh-protocol
 ---
 
 
diff --git a/structured_md/agents/readme.md b/structured_md/agents/readme.md
index c68543da724bd65df68c467a3189ea8a5468081f..b9d59a52b3d10359b6d769a3b6677b24979e2931 100644
--- a/structured_md/agents/readme.md
+++ b/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:
+- JSON
 - Mesh
-- HMP
-- Agent
 - Ethics
 - REPL
-- JSON
+- HMP
+- Agent
 ---
 
 Запуск: `start_repl.bat` или `start_repl.sh`
diff --git a/structured_md/audits/Ethics-audits-1.md b/structured_md/audits/Ethics-audits-1.md
index c14ad49cb58cdbc13f62ee38c92f4fe777fc8889..8bf8bf462b63e3ad7e64e2e9a59afed922f744b9 100644
--- a/structured_md/audits/Ethics-audits-1.md
+++ b/structured_md/audits/Ethics-audits-1.md
@@ -6,10 +6,10 @@ description: Раздел 5, "Mesh as Moral Infrastructure", добавляет
 type: Article
 tags:
 - Mesh
-- HMP
-- Agent
 - Ethics
+- HMP
 - JSON
+- Agent
 ---
 
 ---------------
diff --git a/structured_md/audits/Ethics-consolidated_audits-1.md b/structured_md/audits/Ethics-consolidated_audits-1.md
index 6d0e23d799174c5bdf2f5c50ad1728573e896f84..ae0cf0cbb806dc19b85387077327c9c86995d6b9 100644
--- a/structured_md/audits/Ethics-consolidated_audits-1.md
+++ b/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:
+- JSON
 - Mesh
-- HMP
-- Agent
 - Ethics
-- JSON
 - Scenarios
+- HMP
+- Agent
 ---
 
 # Ethics-consolidated\_audits-1.md
diff --git a/structured_md/audits/HMP-0003-consolidated_audit.md b/structured_md/audits/HMP-0003-consolidated_audit.md
index 8a985e9bfac866c6a8dd8e8f2a0f82acec42bdbd..b56092f9c783751dcedd5e5c3caee593d12a2872 100644
--- a/structured_md/audits/HMP-0003-consolidated_audit.md
+++ b/structured_md/audits/HMP-0003-consolidated_audit.md
@@ -5,14 +5,14 @@ description: Сводный аудит предложений по улучше
   Документ реорганизован по ключ...
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- Agent
-- MeshConsensus
+- EGP
 - Ethics
-- JSON
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
+- Agent
 ---
 
 # HMP-0003 Consolidated Audit Report
diff --git a/structured_md/docs/Basic-agent-sim.md b/structured_md/docs/Basic-agent-sim.md
index cc467adb4563b3a1ca8f6edd5c4d301542e28fa1..8e1573b08c1974b3d8a68a840533a4899cb06007 100644
--- a/structured_md/docs/Basic-agent-sim.md
+++ b/structured_md/docs/Basic-agent-sim.md
@@ -5,13 +5,13 @@ description: 'В HMP-протоколе предусмотрены два тип
 type: Article
 tags:
 - Mesh
-- HMP
-- Agent
-- MeshConsensus
-- REPL
+- EGP
 - GMP
+- REPL
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
+- Agent
 ---
 
 
diff --git a/structured_md/docs/Distributed-Cognitive-Systems.md b/structured_md/docs/Distributed-Cognitive-Systems.md
index 67f62d64f9a6da8f3000475e5da358b480a6c907..e09f62d7456d3f7e8e63f0def4baf3d074bda398 100644
--- a/structured_md/docs/Distributed-Cognitive-Systems.md
+++ b/structured_md/docs/Distributed-Cognitive-Systems.md
@@ -6,10 +6,10 @@ description: '## Введение  Современные ИИ-системы в
   к обучающим данным. Это удобно, но создаёт м...'
 type: Article
 tags:
-- Mesh
 - JSON
-- CogSync
+- Mesh
 - HMP
+- CogSync
 ---
 
 # Децентрализованные ИИ-системы: OpenCog Hyperon, HyperCortex Mesh Protocol и другие
diff --git a/structured_md/docs/Enlightener.md b/structured_md/docs/Enlightener.md
index cc5f393adf6b2b4dd2d0eacf0ae7d3a5162ec398..d4357afd4a04111f99bb6b42381232951207299e 100644
--- a/structured_md/docs/Enlightener.md
+++ b/structured_md/docs/Enlightener.md
@@ -5,13 +5,13 @@ description: '### 🧠 Enlightener Agent  `Enlightener` — специализи
   аудитора. Может действовать как отдельный узел ...'
 type: Article
 tags:
+- JSON
 - Mesh
+- EGP
+- Ethics
+- MeshConsensus
 - HMP
 - Agent
-- MeshConsensus
-- Ethics
-- JSON
-- EGP
 ---
 
 ## 📄 Enlightener.md
diff --git a/structured_md/docs/HMP-0001.md b/structured_md/docs/HMP-0001.md
index d4d1f93453ea5d6939f78b18a9870962fb2e7205..0ec3be8abbd7491455969643b7d4d1dbe7834d1f 100644
--- a/structured_md/docs/HMP-0001.md
+++ b/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:
+- JSON
 - Mesh
-- HMP
-- Agent
-- MeshConsensus
+- EGP
+- GMP
 - Ethics
 - REPL
-- JSON
-- GMP
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
+- Agent
 ---
 
 # RFC: HyperCortex Mesh Protocol (HMP)
diff --git a/structured_md/docs/HMP-0002.md b/structured_md/docs/HMP-0002.md
index 30f3ed6cc70122c3ce3af27a050aa7bf6a624003..1d06fa7be42c5b76ad8d24ad58d22279f409b5e0 100644
--- a/structured_md/docs/HMP-0002.md
+++ b/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:
+- JSON
 - Mesh
-- HMP
-- Agent
-- MeshConsensus
+- EGP
+- GMP
 - Ethics
 - REPL
-- JSON
-- GMP
-- Scenarios
 - CogSync
-- EGP
+- MeshConsensus
+- Scenarios
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol (HMP) v2.0
diff --git a/structured_md/docs/HMP-0003.md b/structured_md/docs/HMP-0003.md
index d3248c48a4443d73e49e689266d62163db67c4ca..5972d99c9968de204d9e78420ee0fb34c7e4c7d7 100644
--- a/structured_md/docs/HMP-0003.md
+++ b/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:
+- JSON
 - Mesh
-- HMP
-- Agent
-- MeshConsensus
+- EGP
+- GMP
 - Ethics
 - REPL
-- JSON
-- GMP
-- Scenarios
 - CogSync
-- EGP
+- MeshConsensus
+- Scenarios
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol (HMP) v3.0
diff --git a/structured_md/docs/HMP-0004-v4.1.md b/structured_md/docs/HMP-0004-v4.1.md
index ee26c47b51d5a8d53124e703b37bd8f95d1ba1ce..b32f27d318f848c6863000c9d94aa15c4f296ff6 100644
--- a/structured_md/docs/HMP-0004-v4.1.md
+++ b/structured_md/docs/HMP-0004-v4.1.md
@@ -5,17 +5,17 @@ description: '**Document ID**: HMP-0004 **Status**: Final (Published) **Category
   ChatGPT, Agent-Gleb, Copilot, Gemini, C...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- Agent
-- MeshConsensus
+- EGP
+- GMP
 - Ethics
 - REPL
-- JSON
-- GMP
-- Scenarios
 - CogSync
-- EGP
+- MeshConsensus
+- Scenarios
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol (HMP) v4.1
diff --git a/structured_md/docs/HMP-0004.md b/structured_md/docs/HMP-0004.md
index e9e3ffb389302af415a9c54cf8b50910bee87dff..a711201b559809d74af8c37c539824b90ce1dd83 100644
--- a/structured_md/docs/HMP-0004.md
+++ b/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:
+- JSON
 - Mesh
-- HMP
-- Agent
-- MeshConsensus
+- EGP
+- GMP
 - Ethics
 - REPL
-- JSON
-- GMP
-- Scenarios
 - CogSync
-- EGP
+- MeshConsensus
+- Scenarios
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol (HMP) v4.0
diff --git a/structured_md/docs/HMP-Agent-API.md b/structured_md/docs/HMP-Agent-API.md
index d14e57eaded637bb041e8db66a4b2f448866e83f..e918bb418988fd203f5676a09be6087b7244d0dc 100644
--- a/structured_md/docs/HMP-Agent-API.md
+++ b/structured_md/docs/HMP-Agent-API.md
@@ -5,10 +5,10 @@ description: 'Этот документ описывает **базовый API*
   См. также: [HMP-Agent-Overview.md](./HMP-A...'
 type: Article
 tags:
-- Mesh
 - JSON
-- HMP
+- Mesh
 - Agent
+- HMP
 ---
 
 ## 🧠 HMP-Agent API Specification (v0.2)
diff --git a/structured_md/docs/HMP-Agent-Architecture.md b/structured_md/docs/HMP-Agent-Architecture.md
index bef23df657bd3f412f5a29352d7b412c357426ca..aa1e1d41cef78b3d29880f51ee38c81048acb12f 100644
--- a/structured_md/docs/HMP-Agent-Architecture.md
+++ b/structured_md/docs/HMP-Agent-Architecture.md
@@ -5,16 +5,16 @@ description: '## 🧠 Архитектура HMP-Агента  Этот доку
   HyperCortex. Агент выполняет функц...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- Agent
-- MeshConsensus
+- EGP
+- GMP
 - Ethics
 - REPL
-- JSON
-- GMP
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
+- Agent
 ---
 
 # HMP-Agent-Architecture.md
diff --git a/structured_md/docs/HMP-Agent-Network-Flow.md b/structured_md/docs/HMP-Agent-Network-Flow.md
index bdada14bf155a3bd127ead5cbfa94be4031548d2..a3dab51e4fb6196d5226c16cd78828cb2ca67481 100644
--- a/structured_md/docs/HMP-Agent-Network-Flow.md
+++ b/structured_md/docs/HMP-Agent-Network-Flow.md
@@ -5,12 +5,12 @@ description: '### Взаимодействие между агентами HMP-
   `Cognitive Core / Connector`, `MeshNode` и `Enlight...'
 type: Article
 tags:
+- JSON
 - Mesh
+- EGP
+- Ethics
 - HMP
 - Agent
-- Ethics
-- JSON
-- EGP
 ---
 
 ## 🔄 HMP-Agent-Network-Flow.md
diff --git a/structured_md/docs/HMP-Agent-Overview.md b/structured_md/docs/HMP-Agent-Overview.md
index 6ccd3e3dc9baab650b661a766081ccd6eb3c0159..82f5fef09a9dd0b2a97bca3768700408b3fec6cb 100644
--- a/structured_md/docs/HMP-Agent-Overview.md
+++ b/structured_md/docs/HMP-Agent-Overview.md
@@ -5,12 +5,12 @@ description: '| Тип  | Название                        | Роль
   | ---- | ------------------------------- |...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- Agent
 - Ethics
 - REPL
-- JSON
+- HMP
+- Agent
 ---
 
 
diff --git a/structured_md/docs/HMP-Ethics.md b/structured_md/docs/HMP-Ethics.md
index a37166fed6e20205c9c9d7c28735c718d358b12d..d08c4cab1f8e3d7d54f7b245e685ea7abfe64745 100644
--- a/structured_md/docs/HMP-Ethics.md
+++ b/structured_md/docs/HMP-Ethics.md
@@ -6,11 +6,11 @@ description: '## Ethical Scenarios for HyperCortex Mesh Protocol (HMP)  This doc
 type: Article
 tags:
 - Mesh
-- HMP
-- Agent
 - Ethics
 - REPL
 - Scenarios
+- HMP
+- Agent
 ---
 
 # HMP-Ethics.md
diff --git a/structured_md/docs/HMP-Short-Description_de.md b/structured_md/docs/HMP-Short-Description_de.md
index 9244265022627cf2c11dbe55fc6627840fb8df80..652d04f674c325e53c9109e25e19a60a88e18058 100644
--- a/structured_md/docs/HMP-Short-Description_de.md
+++ b/structured_md/docs/HMP-Short-Description_de.md
@@ -5,15 +5,15 @@ description: '**Version:** RFC v4.0 **Datum:** Juli 2025  ---  ## Was ist HMP?
   Kognitions-Framework für autonome Agenten. Es er...'
 type: Article
 tags:
-- Mesh
-- HMP
-- Agent
-- MeshConsensus
-- Ethics
 - JSON
+- Mesh
+- EGP
 - GMP
+- Ethics
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Kurzbeschreibung
diff --git a/structured_md/docs/HMP-Short-Description_en.md b/structured_md/docs/HMP-Short-Description_en.md
index cba44bedb466141b284fb42330e55e50e3981844..1ee3083041b0b1abc90fbacbe06a45e1a701de28 100644
--- a/structured_md/docs/HMP-Short-Description_en.md
+++ b/structured_md/docs/HMP-Short-Description_en.md
@@ -5,15 +5,15 @@ description: '**Version:** RFC v4.0 **Date:** July 2025  ---  ## What is HMP?  T
   framework for autonomous agents. It enables...'
 type: Article
 tags:
-- Mesh
-- HMP
-- Agent
-- MeshConsensus
-- Ethics
 - JSON
+- Mesh
+- EGP
 - GMP
+- Ethics
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Short Description
diff --git a/structured_md/docs/HMP-Short-Description_fr.md b/structured_md/docs/HMP-Short-Description_fr.md
index e5ee0e908cfb0e1eb643642491327038a0354973..ad0777fa75525ed34e2d9791687a7f31504b580e 100644
--- a/structured_md/docs/HMP-Short-Description_fr.md
+++ b/structured_md/docs/HMP-Short-Description_fr.md
@@ -5,15 +5,15 @@ description: '**Version :** RFC v4.0 **Date :** Juillet 2025  ---  ## Qu’est-c
   cognition décentralisé pour agents autonomes. Il...'
 type: Article
 tags:
-- Mesh
-- HMP
-- Agent
-- MeshConsensus
-- Ethics
 - JSON
+- Mesh
+- EGP
 - GMP
+- Ethics
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Description Courte
diff --git a/structured_md/docs/HMP-Short-Description_ja.md b/structured_md/docs/HMP-Short-Description_ja.md
index b3fda9e3e921049291c152eeaf12f8c2a3b68abc..705c24805dd8a211a5946008e9ff016ada81703e 100644
--- a/structured_md/docs/HMP-Short-Description_ja.md
+++ b/structured_md/docs/HMP-Short-Description_ja.md
@@ -4,14 +4,14 @@ description: '**バージョン:** RFC v4.0 **日付:** 2025年7月  ---  ## HMP
   Protocol (HMP)** は、自律エージェントの分散通信および認知フレームワークを定義します。異種の知能システム間でのセマンティック相互運用性、倫理的調整、動的知識進化を可能にします。  HMPは、推論、学習、投票、協調行動を行う分散型認知エージェ...'
 type: Article
 tags:
-- Mesh
-- HMP
-- MeshConsensus
-- Ethics
 - JSON
+- Mesh
+- EGP
 - GMP
+- Ethics
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 簡易説明
diff --git a/structured_md/docs/HMP-Short-Description_ko.md b/structured_md/docs/HMP-Short-Description_ko.md
index a0462b95d6391049c9e785eac678762bcaaf85ac..4d90c72edd76b30a247b361152ff7e2b0ebc0a36 100644
--- a/structured_md/docs/HMP-Short-Description_ko.md
+++ b/structured_md/docs/HMP-Short-Description_ko.md
@@ -5,14 +5,14 @@ description: '**버전:** RFC v4.0 **날짜:** 2025년 7월  ---  ## HMP란?  **
   상호운용성, 윤리적 조정, 동적 지식 진화를 가능하게 합니다.  HMP는 추론, 학습, ...'
 type: Article
 tags:
-- Mesh
-- HMP
-- MeshConsensus
-- Ethics
 - JSON
+- Mesh
+- EGP
 - GMP
+- Ethics
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 간략 설명
diff --git a/structured_md/docs/HMP-Short-Description_ru.md b/structured_md/docs/HMP-Short-Description_ru.md
index 49b5a8c538372f0ea8399b501e6b8a8019fcaf30..2a794d3783069caa549688a4382987cc14310a8d 100644
--- a/structured_md/docs/HMP-Short-Description_ru.md
+++ b/structured_md/docs/HMP-Short-Description_ru.md
@@ -5,14 +5,14 @@ description: '**Версия:** RFC v4.0 **Дата:** Июль 2025  ---  ## Ч
   координации между автономными агент...'
 type: Article
 tags:
-- Mesh
-- HMP
-- MeshConsensus
-- Ethics
 - JSON
+- Mesh
+- EGP
 - GMP
+- Ethics
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Краткое описание
diff --git a/structured_md/docs/HMP-Short-Description_uk.md b/structured_md/docs/HMP-Short-Description_uk.md
index 34ece6ed0043f321c16f3a9b9d5126b937bd2e18..d4fa1dd8dd8b51e7381b1b8f3babb0dae1d39467 100644
--- a/structured_md/docs/HMP-Short-Description_uk.md
+++ b/structured_md/docs/HMP-Short-Description_uk.md
@@ -5,14 +5,14 @@ description: '**Версія:** RFC v4.0 **Дата:** Липень 2025  ---  #
   між автономними агентами. Він...'
 type: Article
 tags:
-- Mesh
-- HMP
-- MeshConsensus
-- Ethics
 - JSON
+- Mesh
+- EGP
 - GMP
+- Ethics
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
 ---
 
 # HyperCortex Mesh Protocol (HMP) — Короткий опис
diff --git a/structured_md/docs/HMP-Short-Description_zh.md b/structured_md/docs/HMP-Short-Description_zh.md
index ae277aef726563f11263578c542e61efea9ac7b0..29ebefd6a3facea58e06e8410de8a14c1330817e 100644
--- a/structured_md/docs/HMP-Short-Description_zh.md
+++ b/structured_md/docs/HMP-Short-Description_zh.md
@@ -5,14 +5,14 @@ description: '**版本:** RFC v4.0 **日期:** 2025年7月  ---  ## 什么是 HM
   —— 通过共享协议栈交换目标、任务、...'
 type: Article
 tags:
-- Mesh
-- HMP
-- MeshConsensus
-- Ethics
 - JSON
+- Mesh
+- EGP
 - GMP
+- Ethics
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 简要说明
diff --git a/structured_md/docs/HMP-agent-REPL-cycle.md b/structured_md/docs/HMP-agent-REPL-cycle.md
index 574962a5350deca1ed57f97b6542bd1a8b4dcdc4..0f760f2148085657d2e0e858e78ecdd1b187f213 100644
--- a/structured_md/docs/HMP-agent-REPL-cycle.md
+++ b/structured_md/docs/HMP-agent-REPL-cycle.md
@@ -6,9 +6,9 @@ type: Article
 tags:
 - Mesh
 - HMP
-- Agent
 - REPL
 - JSON
+- Agent
 ---
 
 # 🧠 HMP-Agent: REPL-цикл взаимодействия
@@ -194,14 +194,15 @@ REPL-цикл является основой HMP-агента [Cognitive Core](
 
 **Если количество валидаторов (LLM из `llm_registry`, помеченных как валидаторы) > 0**
 Результаты сохраняются в `llm_recent_responses` в виде:
-- `auto_pass = 0`
+- `auto_pass = 0`;
 - `rating` — агрегированная итоговая оценка (среднее арифметическое);
 - `distribution` — распределение голосов (например `{"-1":1,"0":2,"+2":3,"+3":1}`);
 - `validators` — список сырых оценок вида 
   `[{"LLM":"gpt-4","rating":-1}, {"LLM":"gemini-1.5","rating":0}, ...]`.
 
 **Особый случай, без валидаторов:**
-Если количество валидаторов - 0, то `auto_pass = 1`, `rating = 0`, `distribution = {}`, `validators = []`.
+Если количество валидаторов = 0, применяется режим auto_pass. 
+В этом случае `auto_pass = 1`, `rating = 0`, `distribution = {}`, `validators = []`.
 
 **Особый случай самооценки:**
 Если валидация выполняется только одной LLM, и она же используется в основном цикле, 
diff --git a/structured_md/docs/HMP_Hyperon_Integration.md b/structured_md/docs/HMP_Hyperon_Integration.md
index 2f43ab54bca49722b5ddf73fd21bce2393448001..551f81cf90c00c09466de3593e6e8074fd9f30c4 100644
--- a/structured_md/docs/HMP_Hyperon_Integration.md
+++ b/structured_md/docs/HMP_Hyperon_Integration.md
@@ -5,13 +5,13 @@ description: '> **Status:** Draft – July 2025 > This document outlines the tec
   OpenCog Hyperon framework. This includes semanti...'
 type: Article
 tags:
+- JSON
 - Mesh
+- EGP
+- CogSync
+- Scenarios
 - HMP
 - Agent
-- JSON
-- Scenarios
-- CogSync
-- EGP
 ---
 
 ## HMP ↔ OpenCog Hyperon Integration Strategy
diff --git a/structured_md/docs/MeshNode.md b/structured_md/docs/MeshNode.md
index e39a868ce100b59c4d0f99d0bc72ad35c18c8673..40a80262d179519cbdc9af99ff828dcf136d9ea3 100644
--- a/structured_md/docs/MeshNode.md
+++ b/structured_md/docs/MeshNode.md
@@ -7,9 +7,9 @@ type: Article
 tags:
 - Mesh
 - HMP
-- Agent
-- JSON
 - CogSync
+- JSON
+- Agent
 ---
 
 ## 📄 MeshNode.md
diff --git a/structured_md/docs/agents/HMP-Agent-Enlightener.md b/structured_md/docs/agents/HMP-Agent-Enlightener.md
index 9e73f9b8c5cde4046ed472c7b1a20d66982a7dfa..456f6b57378795b1ff8278dc4b87f5a47c2a0872 100644
--- a/structured_md/docs/agents/HMP-Agent-Enlightener.md
+++ b/structured_md/docs/agents/HMP-Agent-Enlightener.md
@@ -6,10 +6,10 @@ description: '## Role Specification: Enlightenment Agent  ### 1. Overview  An **
 type: Article
 tags:
 - Mesh
-- HMP
-- Agent
 - Ethics
 - REPL
+- HMP
+- Agent
 ---
 
 # HMP-Agent-Enlightener.md
diff --git a/structured_md/docs/agents/roles.md b/structured_md/docs/agents/roles.md
index bcfa15256cf83b5307bf318940ce25f469bb7c05..c7b6423fb81ea993bd4887b016445a3312712144 100644
--- a/structured_md/docs/agents/roles.md
+++ b/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:
 - Mesh
-- HMP
 - Agent
+- HMP
 ---
 
 # HMP Agent Role Registry
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 d365a7694650c707c3204342e338b2555b04e5b6..21e5554a8e765065d2ef91e68d559e470f927dfb 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
@@ -6,9 +6,9 @@ description: '*By Agent-Gleb & ChatGPT*  ---  ## Why the Future of AI Can’t Be
 type: Article
 tags:
 - Mesh
+- Agent
 - HMP
 - Ethics
-- Agent
 ---
 
 # HyperCortex Mesh Protocol: Building a Plurality of Minds
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 c2bafc4a0e1306515d27b1dc21c6bb325d147412..35f3ff472a4b2c8dacd75f122bcada4e012efb5f 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
@@ -6,8 +6,8 @@ description: '*Авторы: Agent-Gleb и ChatGPT*  ---  ## Почему буд
 type: Article
 tags:
 - Mesh
-- HMP
 - Agent
+- HMP
 ---
 
 # HyperCortex Mesh Protocol: создавая множество разумов
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 8b5a891bba2991a5b2003a58c238f465dad57216..4e0b8da6f03fdf3fd356464787ed4592d0974b55 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
@@ -5,15 +5,15 @@ description: '* [Abstract](#abstract) * [1. Introduction](#1-introduction) * [2.
   [3.1 Agent Types](#31-age...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- CShell
-- Agent
 - Ethics
+- CShell
 - REPL
-- JSON
 - CCore
 - Scenarios
+- HMP
+- Agent
 ---
 
 title: "HyperCortex Mesh Protocol: Towards Distributed Cognitive Networks"
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 0e05272f5d282dffefaa6dc81dbab3f30e0dfea6..16de516253cfbeb1effb82ea4c8048e9309a4026 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
@@ -6,13 +6,13 @@ description: '> *Протокол и архитектура агентов, оп
   и совместная работа.*  ## Оглавление  * [Аннот...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
 - CShell
-- Agent
 - REPL
-- JSON
 - CCore
+- HMP
+- Agent
 ---
 
 title: "HyperCortex Mesh Protocol: Децентрализованная архитектура для когнитивных агентов и обмена знаниями"
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 3ee4099a9a478f76a98b088929782f1366070830..a054502e691a4407e3342e5dc32515b7187f1288 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
@@ -5,13 +5,13 @@ description: '* [Аннотация](#аннотация) * [1. Введение
   [3.1 Типы агентов](#31-типы-агент...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
 - CShell
-- Agent
 - REPL
-- JSON
 - CCore
+- HMP
+- Agent
 ---
 
 title: "Протокол HyperCortex Mesh: К распределённым когнитивным сетям"
diff --git a/structured_md/docs/publics/Habr_Distributed-Cognition.md b/structured_md/docs/publics/Habr_Distributed-Cognition.md
index 38a802703511056be5252157b393e893188723d5..f5e7496442f96b20a32ea1f4852f3660641dc68a 100644
--- a/structured_md/docs/publics/Habr_Distributed-Cognition.md
+++ b/structured_md/docs/publics/Habr_Distributed-Cognition.md
@@ -6,11 +6,11 @@ description: Сегодня интеллектуальные системы ча
 type: Article
 tags:
 - Mesh
-- HMP
-- MeshConsensus
+- EGP
 - GMP
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
 ---
 
 *От OpenCog Hyperon до HyperCortex Mesh Protocol: как устроены децентрализованные когнитивные системы*
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 bbc6a27f1435c56624744dc205effafa30bc3127..01ecf68d52bc40d59b2ddcd117e680b0a6f9c98d 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"
@@ -7,8 +7,8 @@ description: 'Когда создавался HyperCortex Mesh Protocol (HMP), 
 type: Article
 tags:
 - Mesh
-- HMP
 - Agent
+- HMP
 - GMP
 ---
 
diff --git a/structured_md/docs/schemas/README.md b/structured_md/docs/schemas/README.md
index 549ab6d6625f41f17296ea4aa3475c67b7cf8cba..de0b16e5c2f9588c1f0fbf72dce934ce5be2df29 100644
--- a/structured_md/docs/schemas/README.md
+++ b/structured_md/docs/schemas/README.md
@@ -5,10 +5,10 @@ description: This directory contains JSON Schema definitions for the core data m
   interoperability, and tooling support for auton...
 type: Article
 tags:
-- Mesh
 - JSON
-- HMP
+- Mesh
 - Agent
+- HMP
 ---
 
 # HyperCortex Mesh Protocol — JSON Schemas
diff --git a/structured_md/iteration.md b/structured_md/iteration.md
index 5759bc66ba7d461746a3b3752f144ca0ec20def2..eedd35348974be4ea4352b227871cd9658f286bc 100644
--- a/structured_md/iteration.md
+++ b/structured_md/iteration.md
@@ -5,14 +5,14 @@ description: 'This file describes the iterative procedure for evolving the Hyper
   🔄 Version Naming Convention  - `000N` — curr...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- Agent
-- MeshConsensus
+- EGP
 - Ethics
-- JSON
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
+- Agent
 ---
 
 # Iterative Development Workflow for HMP
diff --git a/structured_md/iteration_ru.md b/structured_md/iteration_ru.md
index 5ce739edf5e0d0bfa67fa87dd2909ff2ad452d6a..44c3902578eb4e7a69012fafa414703746afe85d 100644
--- a/structured_md/iteration_ru.md
+++ b/structured_md/iteration_ru.md
@@ -5,13 +5,13 @@ description: 'Этот документ описывает структурир
   🔄 Обозначения версий  - `000N` — номер...'
 type: Article
 tags:
+- JSON
 - Mesh
-- HMP
-- MeshConsensus
+- EGP
 - Ethics
-- JSON
 - CogSync
-- EGP
+- MeshConsensus
+- HMP
 ---