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Infra Automation Pack v1
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</a>
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Matrix Presence Aggregator
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City Map Spec
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🎯 Стратегія формування команд
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❌ НЕ робимо:
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✅ Правильна стратегія:
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📊 Структура команд (Crews)
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||
<li class="md-nav__item">
|
||
<a href="#llm" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
🤖 Призначення LLM для агентів
|
||
</span>
|
||
</a>
|
||
|
||
<nav class="md-nav" aria-label="🤖 Призначення LLM для агентів">
|
||
<ul class="md-nav__list">
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#1-reasoning-models" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
1. Важкі стратегічні агенти → Reasoning models
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#2-coding-code-models" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
2. Coding агенти → Code models
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#3-vision-vision-models" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
3. Vision агенти → Vision models
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#4-fast-models" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
4. Швидкі агенти → Fast models
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#5-memory-agents-ultra-light-models" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
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5. Memory Agents → Ultra-light models
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#6-crypto-forensics-code-reasoning" class="md-nav__link">
|
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<span class="md-ellipsis">
|
||
6. Crypto Forensics → Code + Reasoning
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#7-somnia-light-high-context" class="md-nav__link">
|
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<span class="md-ellipsis">
|
||
7. Somnia → Light + High context
|
||
</span>
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</a>
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||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
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</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#nodeagent-" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
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🧠 NodeAgent = Мета-менеджер
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_4" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
📁 Структура агентів
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#workflow" class="md-nav__link">
|
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<span class="md-ellipsis">
|
||
🔄 Workflow
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_5" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
⏳ Очікується
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_6" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
📋 Наступні кроки
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
|
||
</nav>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
|
||
|
||
<div class="md-content" data-md-component="content">
|
||
<article class="md-content__inner md-typeset">
|
||
|
||
|
||
|
||
|
||
<h1 id="microdao-node-2">Архітектура агентів microDAO Node-2<a class="headerlink" href="#microdao-node-2" title="Permanent link">¶</a></h1>
|
||
<h2 id="_1">🎯 Стратегія формування команд<a class="headerlink" href="#_1" title="Permanent link">¶</a></h2>
|
||
<h3 id="_2">❌ НЕ робимо:<a class="headerlink" href="#_2" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>Одна велика CrewAI команда з усіма 35-50 агентами</li>
|
||
<li>Всі агенти одночасно борються за Swoper</li>
|
||
<li>Немає пріоритезації</li>
|
||
<li>Неможливо керувати контекстом</li>
|
||
</ul>
|
||
<h3 id="_3">✅ Правильна стратегія:<a class="headerlink" href="#_3" title="Permanent link">¶</a></h3>
|
||
<p><strong>CrewAI на рівні кожного підрозділу (8-10 команд)</strong></p>
|
||
<h2 id="crews">📊 Структура команд (Crews)<a class="headerlink" href="#crews" title="Permanent link">¶</a></h2>
|
||
<table>
|
||
<thead>
|
||
<tr>
|
||
<th>Команда</th>
|
||
<th>CrewAI</th>
|
||
<th>Кількість агентів</th>
|
||
<th>LLM Profile</th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr>
|
||
<td>Leadership</td>
|
||
<td>❌ Ні</td>
|
||
<td>5</td>
|
||
<td>Reasoning models</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Engineering</td>
|
||
<td>✔ Так</td>
|
||
<td>6-10</td>
|
||
<td>Code models</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Marketing</td>
|
||
<td>✔ Так</td>
|
||
<td>4-6</td>
|
||
<td>Fast models</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Finance</td>
|
||
<td>✔ Так</td>
|
||
<td>4-5</td>
|
||
<td>Fast models</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Web3</td>
|
||
<td>✔ Так</td>
|
||
<td>5-6</td>
|
||
<td>Code + Reasoning</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Security Overwatch</td>
|
||
<td>✔ Так (особливий)</td>
|
||
<td>5-7</td>
|
||
<td>Code + Reasoning</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Crypto Forensics</td>
|
||
<td>✔ Так</td>
|
||
<td>2</td>
|
||
<td>Code + Reasoning</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Vision / Multimodal</td>
|
||
<td>✔ Так</td>
|
||
<td>4</td>
|
||
<td>Vision models</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Somnia (підсвідомість)</td>
|
||
<td>❌ Ні</td>
|
||
<td>1</td>
|
||
<td>Light + High context</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<p><strong>Сумарно: 8-10 CrewAI груп</strong></p>
|
||
<h2 id="llm">🤖 Призначення LLM для агентів<a class="headerlink" href="#llm" title="Permanent link">¶</a></h2>
|
||
<h3 id="1-reasoning-models">1. Важкі стратегічні агенти → Reasoning models<a class="headerlink" href="#1-reasoning-models" title="Permanent link">¶</a></h3>
|
||
<p><strong>Моделі:</strong> DeepSeek-R1, Mistral 22B, Gemma 30B</p>
|
||
<p><strong>Агенти:</strong>
|
||
- Solarius
|
||
- Nexor
|
||
- Strategic Sentinels
|
||
- Vindex
|
||
- Arbitron
|
||
- Aurora
|
||
- Helix</p>
|
||
<p><strong>Потрібні:</strong> reasoning-моделі з високим контекстом</p>
|
||
<hr />
|
||
<h3 id="2-coding-code-models">2. Coding агенти → Code models<a class="headerlink" href="#2-coding-code-models" title="Permanent link">¶</a></h3>
|
||
<p><strong>Моделі:</strong> Qwen Code 72B, StarCoder2 34B</p>
|
||
<p><strong>Агенти:</strong>
|
||
- ByteForge
|
||
- Vector
|
||
- ChainWeaver
|
||
- Cypher
|
||
- Canvas</p>
|
||
<p><strong>Потрібні:</strong> спеціалізовані code models</p>
|
||
<hr />
|
||
<h3 id="3-vision-vision-models">3. Vision агенти → Vision models<a class="headerlink" href="#3-vision-vision-models" title="Permanent link">¶</a></h3>
|
||
<p><strong>Моделі:</strong> Qwen-VL, Qwen2-VL-32B</p>
|
||
<p><strong>Агенти:</strong>
|
||
- Iris
|
||
- Lumen
|
||
- Spectra</p>
|
||
<p><strong>Потрібні:</strong> multimodal vision models</p>
|
||
<hr />
|
||
<h3 id="4-fast-models">4. Швидкі агенти → Fast models<a class="headerlink" href="#4-fast-models" title="Permanent link">¶</a></h3>
|
||
<p><strong>Моделі:</strong> Mistral 7B, GPT-OSS-20B, Qwen-2 7B</p>
|
||
<p><strong>Агенти:</strong>
|
||
- Roxy
|
||
- Mira
|
||
- Tempo
|
||
- Harmony
|
||
- Faye
|
||
- Storytelling</p>
|
||
<p><strong>Потрібні:</strong> легкі швидкі моделі для операційних задач</p>
|
||
<hr />
|
||
<h3 id="5-memory-agents-ultra-light-models">5. Memory Agents → Ultra-light models<a class="headerlink" href="#5-memory-agents-ultra-light-models" title="Permanent link">¶</a></h3>
|
||
<p><strong>Моделі:</strong> Qwen 2.5 3B, Phi-3 Mini, Gemma 2B</p>
|
||
<p><strong>Потрібні:</strong> дуже легкі моделі (ще НЕ встановлені!)</p>
|
||
<hr />
|
||
<h3 id="6-crypto-forensics-code-reasoning">6. Crypto Forensics → Code + Reasoning<a class="headerlink" href="#6-crypto-forensics-code-reasoning" title="Permanent link">¶</a></h3>
|
||
<p><strong>Моделі:</strong> Qwen-Code + DeepSeek-R1</p>
|
||
<p><strong>Агенти:</strong>
|
||
- Shadelock
|
||
- Exor</p>
|
||
<p><strong>Потрібні:</strong> комбінація code та reasoning</p>
|
||
<hr />
|
||
<h3 id="7-somnia-light-high-context">7. Somnia → Light + High context<a class="headerlink" href="#7-somnia-light-high-context" title="Permanent link">¶</a></h3>
|
||
<p><strong>Моделі:</strong> Qwen-2 7B, Gemma 2B, Mistral 7B</p>
|
||
<p><strong>Особливості:</strong>
|
||
- Фоновий шар пам'яті / інтуїції
|
||
- НЕ агент для виконання задач
|
||
- НЕ член CrewAI
|
||
- Потребує легку модель з високим контекстом</p>
|
||
<hr />
|
||
<h2 id="nodeagent-">🧠 NodeAgent = Мета-менеджер<a class="headerlink" href="#nodeagent-" title="Permanent link">¶</a></h2>
|
||
<p><strong>NodeAgent НЕ є членом CrewAI</strong></p>
|
||
<p><strong>Функції NodeAgent:</strong>
|
||
- Слідкує за Swoper
|
||
- Роздає моделі
|
||
- Стежить за ресурсами
|
||
- Перезапускає сервіси
|
||
- Маршрутизує запити між Crew
|
||
- Координує роботу CrewAI команд</p>
|
||
<hr />
|
||
<h2 id="_4">📁 Структура агентів<a class="headerlink" href="#_4" title="Permanent link">¶</a></h2>
|
||
<div class="codehilite"><pre><span></span><code>~/node2/agents/
|
||
├── system/ # System agents (без CrewAI)
|
||
│ ├── solarius/
|
||
│ ├── nexor/
|
||
│ ├── strategic_sentinels/
|
||
│ ├── vindex/
|
||
│ ├── arbitron/
|
||
│ ├── aurora/
|
||
│ └── helix/
|
||
│
|
||
├── engineering/ # Engineering Crew
|
||
│ ├── byteforge/
|
||
│ ├── vector/
|
||
│ ├── chainweaver/
|
||
│ ├── cypher/
|
||
│ └── canvas/
|
||
│
|
||
├── marketing/ # Marketing Crew
|
||
│ ├── roxy/
|
||
│ ├── mira/
|
||
│ ├── tempo/
|
||
│ ├── harmony/
|
||
│ ├── faye/
|
||
│ └── storytelling/
|
||
│
|
||
├── finance/ # Finance Crew
|
||
│ └── ...
|
||
│
|
||
├── web3/ # Web3 Crew
|
||
│ └── ...
|
||
│
|
||
├── security/ # Security Overwatch Crew
|
||
│ ├── shadelock/
|
||
│ └── exor/
|
||
│
|
||
├── vision/ # Vision Crew
|
||
│ ├── iris/
|
||
│ ├── lumen/
|
||
│ └── spectra/
|
||
│
|
||
└── somnia/ # Somnia (без CrewAI)
|
||
└── somnia/
|
||
</code></pre></div>
|
||
|
||
<hr />
|
||
<h2 id="workflow">🔄 Workflow<a class="headerlink" href="#workflow" title="Permanent link">¶</a></h2>
|
||
<ol>
|
||
<li><strong>NodeAgent</strong> координує всі Crew</li>
|
||
<li><strong>CrewAI команди</strong> працюють незалежно в межах свого підрозділу</li>
|
||
<li><strong>Swoper</strong> завантажує потрібну модель для кожного Crew</li>
|
||
<li><strong>RAG Router</strong> маршрутизує запити до локальної пам'яті</li>
|
||
<li><strong>Між Crew комунікація</strong> через NodeAgent</li>
|
||
</ol>
|
||
<hr />
|
||
<h2 id="_5">⏳ Очікується<a class="headerlink" href="#_5" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li>Список встановлених моделей (<code>ollama list</code>)</li>
|
||
<li>Параметри моделей (VRAM, q4/q5, контекст)</li>
|
||
<li>Cursor Prompt для розгортання всіх агентів</li>
|
||
</ul>
|
||
<hr />
|
||
<h2 id="_6">📋 Наступні кроки<a class="headerlink" href="#_6" title="Permanent link">¶</a></h2>
|
||
<ol>
|
||
<li>Отримати <code>ollama list</code> з фактичними моделями</li>
|
||
<li>Проаналізувати кожну модель</li>
|
||
<li>Підібрати оптимальні LLM для кожного агента</li>
|
||
<li>Запропонувати додаткові моделі якщо потрібно</li>
|
||
<li>Згенерувати Cursor Prompt для розгортання</li>
|
||
</ol>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
</article>
|
||
</div>
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