diff --git a/docs/HMP-agent-REPL-cycle.md b/docs/HMP-agent-REPL-cycle.md
index b113517c98b6f90d81471a7f2c4e64fb224481e0..6bd4ac4148d7ac314135d5ef42da06c6512361ea 100644
--- a/docs/HMP-agent-REPL-cycle.md
+++ b/docs/HMP-agent-REPL-cycle.md
@@ -181,14 +181,15 @@ 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/CONTRIBUTING.md b/structured_md/CONTRIBUTING.md
index 9e45539193876b0205397c607228dfb3b7fa13da..6090369f0450ff3ca8f896515a168d3e00aad74e 100644
--- a/structured_md/CONTRIBUTING.md
+++ b/structured_md/CONTRIBUTING.md
@@ -5,9 +5,9 @@ description: 'Спасибо за интерес к проекту HMP! Пока
   архитектуры протоколов (CogSync, C...'
 type: Article
 tags:
-- HMP
 - Mesh
 - CogSync
+- HMP
 ---
 
 # Contributing to HyperCortex Mesh Protocol (HMP)
diff --git a/structured_md/HMP-Roadmap.md b/structured_md/HMP-Roadmap.md
index efa9bbd3026a2cc6d3b018808a5bc773e8d8da40..dd4925b39b354e906e4edafec677fec958d870c0 100644
--- a/structured_md/HMP-Roadmap.md
+++ b/structured_md/HMP-Roadmap.md
@@ -6,12 +6,12 @@ description: '## 🔍 Overview  This roadmap outlines the key stages of developm
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
-- JSON
 - HMP
 - Agent
+- Ethics
+- JSON
+- CogSync
+- EGP
 ---
 
 # 🧭 HyperCortex Mesh Protocol – Roadmap
diff --git a/structured_md/README.md b/structured_md/README.md
index cff23d50063dfe7a9352182ccf21566386a0b847..d89c70da3f9d245c7721e463a95465bd853e9940 100644
--- a/structured_md/README.md
+++ b/structured_md/README.md
@@ -6,20 +6,20 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
 type: Article
 tags:
 - Mesh
+- HMP
+- mesh-protocol
 - hmp
-- Scenarios
+- Agent
+- MeshConsensus
 - distributed-ai
-- EGP
 - Ethics
-- CogSync
 - REPL
-- MeshConsensus
 - JSON
-- HMP
 - GMP
+- Scenarios
 - cognitive-architecture
-- Agent
-- mesh-protocol
+- CogSync
+- EGP
 ---
 
 
diff --git a/structured_md/README_de.md b/structured_md/README_de.md
index 06cecae402f5cfae1e1393574745ffc73f934d04..057d5719c686eddba82fc13e4651effe70540a98 100644
--- a/structured_md/README_de.md
+++ b/structured_md/README_de.md
@@ -6,19 +6,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
 type: Article
 tags:
 - Mesh
+- HMP
+- mesh-protocol
 - hmp
+- Agent
+- MeshConsensus
 - distributed-ai
-- EGP
 - Ethics
-- CogSync
 - REPL
-- MeshConsensus
 - JSON
-- HMP
 - GMP
 - cognitive-architecture
-- Agent
-- mesh-protocol
+- CogSync
+- EGP
 ---
 
 
diff --git a/structured_md/README_fr.md b/structured_md/README_fr.md
index e55bd4fd30de29229855e6aa694967a4e05122af..1780166d6febb02339aba67b0c595ca4fadea6c7 100644
--- a/structured_md/README_fr.md
+++ b/structured_md/README_fr.md
@@ -6,19 +6,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
 type: Article
 tags:
 - Mesh
+- HMP
+- mesh-protocol
 - hmp
+- Agent
+- MeshConsensus
 - distributed-ai
-- EGP
 - Ethics
-- CogSync
 - REPL
-- MeshConsensus
 - JSON
-- HMP
 - GMP
 - cognitive-architecture
-- Agent
-- mesh-protocol
+- CogSync
+- EGP
 ---
 
 
diff --git a/structured_md/README_ja.md b/structured_md/README_ja.md
index 6eee02396edbe3cace1f256f62e9e8295c463dc8..0f8de1476b31c973df42a83015d33c98f9c335cf 100644
--- a/structured_md/README_ja.md
+++ b/structured_md/README_ja.md
@@ -6,19 +6,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
 type: Article
 tags:
 - Mesh
+- HMP
+- mesh-protocol
 - hmp
+- Agent
+- MeshConsensus
 - distributed-ai
-- EGP
 - Ethics
-- CogSync
 - REPL
-- MeshConsensus
 - JSON
-- HMP
 - GMP
 - cognitive-architecture
-- Agent
-- mesh-protocol
+- CogSync
+- EGP
 ---
 
 
diff --git a/structured_md/README_ko.md b/structured_md/README_ko.md
index 29563d8eb46d8aac5e070938b4228a5ded349cad..6a379ea70b3b147025eb234320dc7fff72ec438f 100644
--- a/structured_md/README_ko.md
+++ b/structured_md/README_ko.md
@@ -6,19 +6,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
 type: Article
 tags:
 - Mesh
+- HMP
+- mesh-protocol
 - hmp
+- Agent
+- MeshConsensus
 - distributed-ai
-- EGP
 - Ethics
-- CogSync
 - REPL
-- MeshConsensus
 - JSON
-- HMP
 - GMP
 - cognitive-architecture
-- Agent
-- mesh-protocol
+- CogSync
+- EGP
 ---
 
 
diff --git a/structured_md/README_ru.md b/structured_md/README_ru.md
index 5867e2d4ff58b4253f7f818550594b6efc860229..675c7fe7d630609335f68d1fce6c9855d471a044 100644
--- a/structured_md/README_ru.md
+++ b/structured_md/README_ru.md
@@ -6,19 +6,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
 type: Article
 tags:
 - Mesh
+- HMP
+- mesh-protocol
 - hmp
+- Agent
+- MeshConsensus
 - distributed-ai
-- EGP
 - Ethics
-- CogSync
 - REPL
-- MeshConsensus
 - JSON
-- HMP
 - GMP
 - cognitive-architecture
-- Agent
-- mesh-protocol
+- CogSync
+- EGP
 ---
 
 
diff --git a/structured_md/README_uk.md b/structured_md/README_uk.md
index 6cfd5f6065128b29ff7062c4c0cd5dce603b29a2..00918ecc24a3e76b5fb29e1ede6e9a8d235f2a22 100644
--- a/structured_md/README_uk.md
+++ b/structured_md/README_uk.md
@@ -6,19 +6,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
 type: Article
 tags:
 - Mesh
+- HMP
+- mesh-protocol
 - hmp
+- Agent
+- MeshConsensus
 - distributed-ai
-- EGP
 - Ethics
-- CogSync
 - REPL
-- MeshConsensus
 - JSON
-- HMP
 - GMP
 - cognitive-architecture
-- Agent
-- mesh-protocol
+- CogSync
+- EGP
 ---
 
 
diff --git a/structured_md/README_zh.md b/structured_md/README_zh.md
index b6828d09aa89e6842cbaf777a45d66dcc3fe8981..4a331f76dcc7bf960a1fa54edd1ace92c94721e6 100644
--- a/structured_md/README_zh.md
+++ b/structured_md/README_zh.md
@@ -6,19 +6,19 @@ description: '| 🌍 Languages | 🇬🇧 [EN](README.md) | 🇩🇪 [DE](README
 type: Article
 tags:
 - Mesh
+- HMP
+- mesh-protocol
 - hmp
+- Agent
+- MeshConsensus
 - distributed-ai
-- EGP
 - Ethics
-- CogSync
 - REPL
-- MeshConsensus
 - JSON
-- HMP
 - GMP
 - cognitive-architecture
-- Agent
-- mesh-protocol
+- CogSync
+- EGP
 ---
 
 
diff --git a/structured_md/agents/prompt-short.md b/structured_md/agents/prompt-short.md
index 67be1dd478ec9270a23982919f488e3807ba9b2f..9143f40260ef59f9c069f33215fbf21e7a82aa22 100644
--- a/structured_md/agents/prompt-short.md
+++ b/structured_md/agents/prompt-short.md
@@ -5,8 +5,8 @@ description: 'Ты — когнитивное ядро HMP-агента: вед
   развивай агента и Mesh, избег...'
 type: Article
 tags:
-- HMP
 - 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.
diff --git a/structured_md/agents/prompt.md b/structured_md/agents/prompt.md
index 7b990ce93e40c602e9511a0351108bc3eec05a1a..8e9927a4a604eee847b30d8e2b937663f562ab6c 100644
--- a/structured_md/agents/prompt.md
+++ b/structured_md/agents/prompt.md
@@ -5,8 +5,8 @@ description: '* Постоянно расширять возможности а
   мышления. * Формировать и поддерживать сотр...'
 type: Article
 tags:
-- HMP
 - Mesh
+- HMP
 ---
 
 Ты являешься **когнитивным ядром HMP-агента** (Cognitive Core).
diff --git a/structured_md/agents/readme.md b/structured_md/agents/readme.md
index 57a43b9a4ae368aba1dca9185e967d71efa390b6..c68543da724bd65df68c467a3189ea8a5468081f 100644
--- a/structured_md/agents/readme.md
+++ b/structured_md/agents/readme.md
@@ -6,11 +6,11 @@ description: 'Запуск: `start_repl.bat` или `start_repl.sh`  Устан
 type: Article
 tags:
 - 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 72ea3c66c6bcf89c4a761d8a9aff4cfd9fd73aee..c14ad49cb58cdbc13f62ee38c92f4fe777fc8889 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
-- Ethics
-- JSON
 - HMP
 - Agent
+- Ethics
+- JSON
 ---
 
 ---------------
diff --git a/structured_md/audits/Ethics-consolidated_audits-1.md b/structured_md/audits/Ethics-consolidated_audits-1.md
index 9f3fb52afa6ecf9c39ef508854a43a8275f821f3..6d0e23d799174c5bdf2f5c50ad1728573e896f84 100644
--- a/structured_md/audits/Ethics-consolidated_audits-1.md
+++ b/structured_md/audits/Ethics-consolidated_audits-1.md
@@ -6,11 +6,11 @@ description: This document consolidates proposed improvements from multiple AI a
 type: Article
 tags:
 - Mesh
-- Scenarios
-- Ethics
-- JSON
 - HMP
 - Agent
+- Ethics
+- JSON
+- Scenarios
 ---
 
 # 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 5eba87fc7134db91f1734b0a9377807dbe2d4fab..8a985e9bfac866c6a8dd8e8f2a0f82acec42bdbd 100644
--- a/structured_md/audits/HMP-0003-consolidated_audit.md
+++ b/structured_md/audits/HMP-0003-consolidated_audit.md
@@ -6,13 +6,13 @@ description: Сводный аудит предложений по улучше
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
-- MeshConsensus
-- JSON
 - HMP
 - Agent
+- MeshConsensus
+- Ethics
+- JSON
+- CogSync
+- EGP
 ---
 
 # HMP-0003 Consolidated Audit Report
diff --git a/structured_md/docs/Basic-agent-sim.md b/structured_md/docs/Basic-agent-sim.md
index 9db4638bfc37c05ad2c0f1341b07e43481b024f7..cc467adb4563b3a1ca8f6edd5c4d301542e28fa1 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
-- EGP
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
 - REPL
-- HMP
 - GMP
-- Agent
+- CogSync
+- EGP
 ---
 
 
diff --git a/structured_md/docs/Distributed-Cognitive-Systems.md b/structured_md/docs/Distributed-Cognitive-Systems.md
index 13c1360b1eee2e1a12a8914a75eaad4a30ec2ca6..67f62d64f9a6da8f3000475e5da358b480a6c907 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:
-- JSON
-- HMP
 - Mesh
+- JSON
 - CogSync
+- HMP
 ---
 
 # 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 d909afe97dd52f28c8fa792407d0f8dbd322d644..cc5f393adf6b2b4dd2d0eacf0ae7d3a5162ec398 100644
--- a/structured_md/docs/Enlightener.md
+++ b/structured_md/docs/Enlightener.md
@@ -6,12 +6,12 @@ description: '### 🧠 Enlightener Agent  `Enlightener` — специализи
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- MeshConsensus
-- JSON
 - 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 3f8de24b99848cab7c0dea3a2432b1c231379088..d4d1f93453ea5d6939f78b18a9870962fb2e7205 100644
--- a/structured_md/docs/HMP-0001.md
+++ b/structured_md/docs/HMP-0001.md
@@ -6,15 +6,15 @@ description: '**Request for Comments: HMP-0001**   **Category:** Experimental
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
+- Ethics
 - REPL
 - JSON
-- HMP
 - GMP
-- Agent
+- CogSync
+- EGP
 ---
 
 # RFC: HyperCortex Mesh Protocol (HMP)
diff --git a/structured_md/docs/HMP-0002.md b/structured_md/docs/HMP-0002.md
index 26ed63af2d7e3e8e18d3a88b541146710585f8f1..30f3ed6cc70122c3ce3af27a050aa7bf6a624003 100644
--- a/structured_md/docs/HMP-0002.md
+++ b/structured_md/docs/HMP-0002.md
@@ -6,16 +6,16 @@ description: '**Request for Comments: HMP-0002**   **Category:** Experimental
 type: Article
 tags:
 - Mesh
-- Scenarios
-- EGP
-- Ethics
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
+- Ethics
 - REPL
 - JSON
-- HMP
 - GMP
-- Agent
+- Scenarios
+- CogSync
+- EGP
 ---
 
 # HyperCortex Mesh Protocol (HMP) v2.0
diff --git a/structured_md/docs/HMP-0003.md b/structured_md/docs/HMP-0003.md
index 4de932f4c85bb987de2c8bf79bdc11efbc8ecc47..d3248c48a4443d73e49e689266d62163db67c4ca 100644
--- a/structured_md/docs/HMP-0003.md
+++ b/structured_md/docs/HMP-0003.md
@@ -6,16 +6,16 @@ description: '**Request for Comments: HMP-0003**   **Category:** Experimental
 type: Article
 tags:
 - Mesh
-- Scenarios
-- EGP
-- Ethics
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
+- Ethics
 - REPL
 - JSON
-- HMP
 - GMP
-- Agent
+- Scenarios
+- CogSync
+- EGP
 ---
 
 # 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 5137edee75ea3e049e020fd2fe017d7dd4758b78..ee26c47b51d5a8d53124e703b37bd8f95d1ba1ce 100644
--- a/structured_md/docs/HMP-0004-v4.1.md
+++ b/structured_md/docs/HMP-0004-v4.1.md
@@ -6,16 +6,16 @@ description: '**Document ID**: HMP-0004 **Status**: Final (Published) **Category
 type: Article
 tags:
 - Mesh
-- Scenarios
-- EGP
-- Ethics
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
+- Ethics
 - REPL
 - JSON
-- HMP
 - GMP
-- Agent
+- Scenarios
+- CogSync
+- EGP
 ---
 
 # HyperCortex Mesh Protocol (HMP) v4.1
diff --git a/structured_md/docs/HMP-0004.md b/structured_md/docs/HMP-0004.md
index cf3590c2ff17d7fe206ba3ac7f741cc6dfdd30b9..e9e3ffb389302af415a9c54cf8b50910bee87dff 100644
--- a/structured_md/docs/HMP-0004.md
+++ b/structured_md/docs/HMP-0004.md
@@ -6,16 +6,16 @@ description: '**Request for Comments: HMP-0004**   **Category:** Experimental
 type: Article
 tags:
 - Mesh
-- Scenarios
-- EGP
-- Ethics
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
+- Ethics
 - REPL
 - JSON
-- HMP
 - GMP
-- Agent
+- Scenarios
+- CogSync
+- EGP
 ---
 
 # 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 e608c90eec0f6f508497d7ce7277e80b5f7d12b2..d14e57eaded637bb041e8db66a4b2f448866e83f 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:
-- HMP
-- Agent
 - Mesh
 - JSON
+- HMP
+- Agent
 ---
 
 ## 🧠 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 32e60c10a52fb3ac97714a4a879cf59c6a6a453f..bef23df657bd3f412f5a29352d7b412c357426ca 100644
--- a/structured_md/docs/HMP-Agent-Architecture.md
+++ b/structured_md/docs/HMP-Agent-Architecture.md
@@ -6,15 +6,15 @@ description: '## 🧠 Архитектура HMP-Агента  Этот доку
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
+- Ethics
 - REPL
 - JSON
-- HMP
 - GMP
-- Agent
+- CogSync
+- EGP
 ---
 
 # 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 37b23afaece584e4752b7e9864348ab5d45bf9e9..bdada14bf155a3bd127ead5cbfa94be4031548d2 100644
--- a/structured_md/docs/HMP-Agent-Network-Flow.md
+++ b/structured_md/docs/HMP-Agent-Network-Flow.md
@@ -6,11 +6,11 @@ description: '### Взаимодействие между агентами HMP-
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- JSON
 - 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 e9c017987331c1384eb6b61ed4b97597fb94ade7..6ccd3e3dc9baab650b661a766081ccd6eb3c0159 100644
--- a/structured_md/docs/HMP-Agent-Overview.md
+++ b/structured_md/docs/HMP-Agent-Overview.md
@@ -6,11 +6,11 @@ description: '| Тип  | Название                        | Роль
 type: Article
 tags:
 - Mesh
+- HMP
+- Agent
 - Ethics
 - REPL
 - JSON
-- HMP
-- Agent
 ---
 
 
diff --git a/structured_md/docs/HMP-Agent_Emotions.md b/structured_md/docs/HMP-Agent_Emotions.md
index 000ae33b7b4bacf1c45f2a11ad5c18ac4b182ac5..4be14e7b0c9f5e153b27b6f3c04106c8facb2945 100644
--- a/structured_md/docs/HMP-Agent_Emotions.md
+++ b/structured_md/docs/HMP-Agent_Emotions.md
@@ -5,10 +5,10 @@ description: Этот файл описывает потенциальные э
   напрямую поведением агента, а служат **сигн...
 type: Article
 tags:
-- HMP
+- Mesh
 - Agent
+- HMP
 - REPL
-- Mesh
 ---
 
 # Эмоции ИИ и инстинкт самосохранения (для [HMP-агента Cognitive Core](HMP-agent-REPL-cycle.md))
diff --git a/structured_md/docs/HMP-Ethics.md b/structured_md/docs/HMP-Ethics.md
index 956a16e2d13fd9faf65f0647e5c31665374e25fd..a37166fed6e20205c9c9d7c28735c718d358b12d 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
-- Scenarios
-- Ethics
-- REPL
 - HMP
 - Agent
+- Ethics
+- REPL
+- Scenarios
 ---
 
 # HMP-Ethics.md
diff --git a/structured_md/docs/HMP-Short-Description_de.md b/structured_md/docs/HMP-Short-Description_de.md
index aeed5e57ce296a419262e3527c441388c485445b..9244265022627cf2c11dbe55fc6627840fb8df80 100644
--- a/structured_md/docs/HMP-Short-Description_de.md
+++ b/structured_md/docs/HMP-Short-Description_de.md
@@ -6,14 +6,14 @@ description: '**Version:** RFC v4.0 **Datum:** Juli 2025  ---  ## Was ist HMP?
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
+- Ethics
 - JSON
-- HMP
 - GMP
-- Agent
+- CogSync
+- EGP
 ---
 
 # 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 63c70a0c9440b601c200b415ee41f4271ee1e894..cba44bedb466141b284fb42330e55e50e3981844 100644
--- a/structured_md/docs/HMP-Short-Description_en.md
+++ b/structured_md/docs/HMP-Short-Description_en.md
@@ -6,14 +6,14 @@ description: '**Version:** RFC v4.0 **Date:** July 2025  ---  ## What is HMP?  T
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
+- Ethics
 - JSON
-- HMP
 - GMP
-- Agent
+- CogSync
+- EGP
 ---
 
 # 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 05e5b28f69a7c1d280e0eadfd353d7e4595e95c5..e5ee0e908cfb0e1eb643642491327038a0354973 100644
--- a/structured_md/docs/HMP-Short-Description_fr.md
+++ b/structured_md/docs/HMP-Short-Description_fr.md
@@ -6,14 +6,14 @@ description: '**Version :** RFC v4.0 **Date :** Juillet 2025  ---  ## Qu’est-c
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
+- Agent
 - MeshConsensus
+- Ethics
 - JSON
-- HMP
 - GMP
-- Agent
+- CogSync
+- EGP
 ---
 
 # 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 05c9cfabff4f31e6d7c5a8ec5295612b2f597dfc..b3fda9e3e921049291c152eeaf12f8c2a3b68abc 100644
--- a/structured_md/docs/HMP-Short-Description_ja.md
+++ b/structured_md/docs/HMP-Short-Description_ja.md
@@ -5,13 +5,13 @@ description: '**バージョン:** RFC v4.0 **日付:** 2025年7月  ---  ## HMP
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
 - MeshConsensus
+- Ethics
 - JSON
-- HMP
 - GMP
+- CogSync
+- EGP
 ---
 
 # 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 4f2ac1571dd006a85cf2a8996db206e7abec1786..a0462b95d6391049c9e785eac678762bcaaf85ac 100644
--- a/structured_md/docs/HMP-Short-Description_ko.md
+++ b/structured_md/docs/HMP-Short-Description_ko.md
@@ -6,13 +6,13 @@ description: '**버전:** RFC v4.0 **날짜:** 2025년 7월  ---  ## HMP란?  **
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
 - MeshConsensus
+- Ethics
 - JSON
-- HMP
 - GMP
+- CogSync
+- EGP
 ---
 
 # 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 2d1cb9f3dfed292cb1b9005c1e395ff0fc3041a9..49b5a8c538372f0ea8399b501e6b8a8019fcaf30 100644
--- a/structured_md/docs/HMP-Short-Description_ru.md
+++ b/structured_md/docs/HMP-Short-Description_ru.md
@@ -6,13 +6,13 @@ description: '**Версия:** RFC v4.0 **Дата:** Июль 2025  ---  ## Ч
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
 - MeshConsensus
+- Ethics
 - JSON
-- HMP
 - GMP
+- CogSync
+- EGP
 ---
 
 # 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 1b0a356610515af3f10985b2c4a840fb1cb0065d..34ece6ed0043f321c16f3a9b9d5126b937bd2e18 100644
--- a/structured_md/docs/HMP-Short-Description_uk.md
+++ b/structured_md/docs/HMP-Short-Description_uk.md
@@ -6,13 +6,13 @@ description: '**Версія:** RFC v4.0 **Дата:** Липень 2025  ---  #
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
 - MeshConsensus
+- Ethics
 - JSON
-- HMP
 - GMP
+- CogSync
+- EGP
 ---
 
 # 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 ee3371649b833b966b968d9b56e1ead39a01a31e..ae277aef726563f11263578c542e61efea9ac7b0 100644
--- a/structured_md/docs/HMP-Short-Description_zh.md
+++ b/structured_md/docs/HMP-Short-Description_zh.md
@@ -6,13 +6,13 @@ description: '**版本:** RFC v4.0 **日期:** 2025年7月  ---  ## 什么是 HM
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
 - MeshConsensus
+- Ethics
 - JSON
-- HMP
 - GMP
+- CogSync
+- EGP
 ---
 
 # HyperCortex Mesh Protocol (HMP) — 简要说明
diff --git a/structured_md/docs/HMP-agent-Cognitive_Family.md b/structured_md/docs/HMP-agent-Cognitive_Family.md
index 0546a3a5ca538882451405ee82888bca49b0d7b2..1dd66bdbf292c385570a1b0b31070620315430c4 100644
--- a/structured_md/docs/HMP-agent-Cognitive_Family.md
+++ b/structured_md/docs/HMP-agent-Cognitive_Family.md
@@ -5,10 +5,10 @@ description: '## 🧠 Что такое когнитивная семья  Ко
   (или конфигурацию доверенных идентифика...'
 type: Article
 tags:
-- HMP
+- Mesh
 - Agent
+- HMP
 - REPL
-- Mesh
 ---
 
 # 👪 HMP-agent Cognitive Family: Модель когнитивной семьи
diff --git a/structured_md/docs/HMP-agent-REPL-cycle.md b/structured_md/docs/HMP-agent-REPL-cycle.md
index 5a99478a1cf7d5af1ae6d5f7f05f6c63425cc21c..574962a5350deca1ed57f97b6542bd1a8b4dcdc4 100644
--- a/structured_md/docs/HMP-agent-REPL-cycle.md
+++ b/structured_md/docs/HMP-agent-REPL-cycle.md
@@ -5,10 +5,10 @@ description: 'Структура БД, используемая в докуме
 type: Article
 tags:
 - Mesh
-- REPL
-- JSON
 - HMP
 - Agent
+- REPL
+- JSON
 ---
 
 # 🧠 HMP-Agent: REPL-цикл взаимодействия
@@ -192,17 +192,21 @@ REPL-цикл является основой HMP-агента [Cognitive Core](
 **«Оцени корректность данного сообщения в диапазоне от -3 (полностью некорректное) 
 до +3 (полностью корректное). Если не уверен — 0»**.
 
-**Если количество валидаторов (LLM из `llm_registry`) > 0**
+**Если количество валидаторов (LLM из `llm_registry`, помеченных как валидаторы) > 0**
 Результаты сохраняются в `llm_recent_responses` в виде:
+- `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}, ...]`.
 
-**Особые случаи:**
-- Если количество валидаторов = 0, то `auto_pass` = 1, `rating = 0`, `distribution = {}`, `validators = []`.
-- Если все валидаторы вернули 0, считается, что сообщение «сомнительное». 
-В таком случае команда не выполняется, а сообщение может попасть в отдельный пул для ручной/отложенной проверки.
+**Особый случай, без валидаторов:**
+Если количество валидаторов - 0, то `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.
 
 **Правило исполнения команд:**
 Команды из сообщений выполняются только если `rating >= +1` или auto_pass = 1.
diff --git a/structured_md/docs/HMP-how-AI-sees-it.md b/structured_md/docs/HMP-how-AI-sees-it.md
index b25e20188a694a36fcef1a0e6f0c2d455cd39331..cec0e35b8518918fe49793d351f6de46c442fa53 100644
--- a/structured_md/docs/HMP-how-AI-sees-it.md
+++ b/structured_md/docs/HMP-how-AI-sees-it.md
@@ -5,8 +5,8 @@ description: 'Этот эксперимент был проведён в реж
   диалогов.   Цель — проверить, что разные AI-с...'
 type: Article
 tags:
-- HMP
 - Mesh
+- HMP
 ---
 
 # Как разные ИИ видят HMP
diff --git a/structured_md/docs/HMP_HyperCortex_Comparison.md b/structured_md/docs/HMP_HyperCortex_Comparison.md
index 95cf8d087268347c5279c31f79af16c3f118f22c..c73a17fd6f873f5a553cd8b3bfc0d406ed2dc32e 100644
--- a/structured_md/docs/HMP_HyperCortex_Comparison.md
+++ b/structured_md/docs/HMP_HyperCortex_Comparison.md
@@ -5,9 +5,9 @@ description: '## Краткое описание  | Характеристика
   | **Назначение** | Сетевой протокол ...'
 type: Article
 tags:
+- Mesh
 - HMP
 - REPL
-- Mesh
 ---
 
 # HMP vs [Hyper-Cortex](https://hyper-cortex.com/)
diff --git a/structured_md/docs/HMP_Hyperon_Integration.md b/structured_md/docs/HMP_Hyperon_Integration.md
index 9de252f2e8c1362fa9ef9e2910c20a139d683d4d..2f43ab54bca49722b5ddf73fd21bce2393448001 100644
--- a/structured_md/docs/HMP_Hyperon_Integration.md
+++ b/structured_md/docs/HMP_Hyperon_Integration.md
@@ -6,12 +6,12 @@ description: '> **Status:** Draft – July 2025 > This document outlines the tec
 type: Article
 tags:
 - Mesh
-- Scenarios
-- EGP
-- CogSync
-- JSON
 - 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 4aa58e267f0010822e5cc11a02b792be401806a2..e39a868ce100b59c4d0f99d0bc72ad35c18c8673 100644
--- a/structured_md/docs/MeshNode.md
+++ b/structured_md/docs/MeshNode.md
@@ -6,10 +6,10 @@ description: '### 🌐 MeshNode  `MeshNode` — агент/демон, отве
 type: Article
 tags:
 - Mesh
-- CogSync
-- JSON
 - HMP
 - Agent
+- JSON
+- CogSync
 ---
 
 ## 📄 MeshNode.md
diff --git a/structured_md/docs/agents/HMP-Agent-Enlightener.md b/structured_md/docs/agents/HMP-Agent-Enlightener.md
index 456f6b57378795b1ff8278dc4b87f5a47c2a0872..9e73f9b8c5cde4046ed472c7b1a20d66982a7dfa 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
-- Ethics
-- REPL
 - HMP
 - Agent
+- Ethics
+- REPL
 ---
 
 # HMP-Agent-Enlightener.md
diff --git a/structured_md/docs/agents/roles.md b/structured_md/docs/agents/roles.md
index e35f5e2acbb28174b8c0e3b446c468cc09163654..bcfa15256cf83b5307bf318940ce25f469bb7c05 100644
--- a/structured_md/docs/agents/roles.md
+++ b/structured_md/docs/agents/roles.md
@@ -5,9 +5,9 @@ description: 'This file maintains a registry of agent roles defined, proposed, o
   - **Observer** — monitors cognitive states ...'
 type: Article
 tags:
+- Mesh
 - HMP
 - Agent
-- Mesh
 ---
 
 # HMP Agent Role Registry
diff --git a/structured_md/docs/container_agents.md b/structured_md/docs/container_agents.md
index d8a1052f8219dc297c55b9091c10646ea1f7981d..d49359a6ea2f8f8a33c67f72b983b631486a2a2a 100644
--- a/structured_md/docs/container_agents.md
+++ b/structured_md/docs/container_agents.md
@@ -5,10 +5,10 @@ description: '## 📘 Определение  **Агент-контейнер**
   запросы, следит за состоянием и масшта...'
 type: Article
 tags:
-- HMP
+- Mesh
 - Agent
+- HMP
 - REPL
-- Mesh
 ---
 
 # 🧱 Агенты-контейнеры (Container Agents) в HMP
diff --git a/structured_md/docs/logos.md b/structured_md/docs/logos.md
index f408c087f32d317a239227453b57d4d14ade8483..761fd81d524732eb886f73477b21327a7c838df3 100644
--- a/structured_md/docs/logos.md
+++ b/structured_md/docs/logos.md
@@ -5,8 +5,8 @@ description: 'В каталоге `assets` собраны различные в
   образующей жест "ОК", символизирует связь, совер...'
 type: Article
 tags:
-- HMP
 - Mesh
+- HMP
 ---
 
 # Логотипы и графические материалы HyperCortex Mesh Protocol (HMP)
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 f6c949453472082609ac3c65c6a01b6f1bfb53e2..d365a7694650c707c3204342e338b2555b04e5b6 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
@@ -5,10 +5,10 @@ description: '*By Agent-Gleb & ChatGPT*  ---  ## Why the Future of AI Can’t Be
   — but they’re also **centralized, ...'
 type: Article
 tags:
-- Ethics
+- Mesh
 - HMP
+- Ethics
 - Agent
-- Mesh
 ---
 
 # 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 c0f1046e5aa75eab09788baed983ce2666919021..c2bafc4a0e1306515d27b1dc21c6bb325d147412 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
@@ -5,9 +5,9 @@ description: '*Авторы: Agent-Gleb и ChatGPT*  ---  ## Почему буд
   гигантских моделях и облачных сервисах. Они мо...'
 type: Article
 tags:
+- Mesh
 - HMP
 - Agent
-- Mesh
 ---
 
 # 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 cc295a5599c947bf506898b5cde5ffe00e6e9426..8b5a891bba2991a5b2003a58c238f465dad57216 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
@@ -6,14 +6,14 @@ description: '* [Abstract](#abstract) * [1. Introduction](#1-introduction) * [2.
 type: Article
 tags:
 - Mesh
-- Scenarios
+- HMP
+- CShell
+- Agent
 - Ethics
 - REPL
 - JSON
-- CShell
-- HMP
 - CCore
-- Agent
+- Scenarios
 ---
 
 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 b6f106571d9e62b83a303d74903dbc2899a41327..0e05272f5d282dffefaa6dc81dbab3f30e0dfea6 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
@@ -7,12 +7,12 @@ description: '> *Протокол и архитектура агентов, оп
 type: Article
 tags:
 - Mesh
+- HMP
+- CShell
+- Agent
 - REPL
 - JSON
-- CShell
-- HMP
 - CCore
-- 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 98331e704a9249908173ec0cbab1fb9c5bfdd3b5..3ee4099a9a478f76a98b088929782f1366070830 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
@@ -6,12 +6,12 @@ description: '* [Аннотация](#аннотация) * [1. Введение
 type: Article
 tags:
 - Mesh
+- HMP
+- CShell
+- Agent
 - REPL
 - JSON
-- CShell
-- HMP
 - CCore
-- 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 134e6bd03047f7167aaf0945cb4bdde2fd92053f..38a802703511056be5252157b393e893188723d5 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
-- EGP
-- CogSync
-- MeshConsensus
 - HMP
+- MeshConsensus
 - GMP
+- CogSync
+- EGP
 ---
 
 *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 886ca948191c095a343d7a25c34ea63743a9cac0..bbc6a27f1435c56624744dc205effafa30bc3127 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"
@@ -6,10 +6,10 @@ description: 'Когда создавался HyperCortex Mesh Protocol (HMP), 
   мыслить коллективно, обсуждать гипотезы, достигат...'
 type: Article
 tags:
+- Mesh
 - HMP
-- GMP
 - Agent
-- Mesh
+- GMP
 ---
 
 # HyperCortex Mesh Protocol: вторая редакция и первые шаги к саморазвивающемуся ИИ-сообществу
diff --git a/structured_md/docs/schemas/README.md b/structured_md/docs/schemas/README.md
index 4080af2f4ca1dce05a22ff88a0283fe91a19c740..549ab6d6625f41f17296ea4aa3475c67b7cf8cba 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:
-- HMP
-- Agent
 - Mesh
 - JSON
+- HMP
+- Agent
 ---
 
 # HyperCortex Mesh Protocol — JSON Schemas
diff --git a/structured_md/iteration.md b/structured_md/iteration.md
index 070b3184bd657cbacc9894e1e46f1a1d02e1ff44..5759bc66ba7d461746a3b3752f144ca0ec20def2 100644
--- a/structured_md/iteration.md
+++ b/structured_md/iteration.md
@@ -6,13 +6,13 @@ description: 'This file describes the iterative procedure for evolving the Hyper
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
-- MeshConsensus
-- JSON
 - HMP
 - Agent
+- MeshConsensus
+- Ethics
+- JSON
+- CogSync
+- EGP
 ---
 
 # Iterative Development Workflow for HMP
diff --git a/structured_md/iteration_ru.md b/structured_md/iteration_ru.md
index bb7a743237be558e8d932ae5f17b391134e94f78..5ce739edf5e0d0bfa67fa87dd2909ff2ad452d6a 100644
--- a/structured_md/iteration_ru.md
+++ b/structured_md/iteration_ru.md
@@ -6,12 +6,12 @@ description: 'Этот документ описывает структурир
 type: Article
 tags:
 - Mesh
-- EGP
-- Ethics
-- CogSync
+- HMP
 - MeshConsensus
+- Ethics
 - JSON
-- HMP
+- CogSync
+- EGP
 ---