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Apple ef3473db21 snapshot: NODE1 production state 2026-02-09 
Complete snapshot of /opt/microdao-daarion/ from NODE1 (144.76.224.179).
This represents the actual running production code that has diverged
significantly from the previous main branch.

Key changes from old main:
- Gateway (http_api.py): expanded from ~40KB to 164KB with full agent support
- Router: new /v1/agents/{id}/infer endpoint with vision + DeepSeek routing
- Behavior Policy: SOWA v2.2 (3-level: FULL/ACK/SILENT)
- Agent Registry: config/agent_registry.yml as single source of truth
- 13 agents configured (was 3)
- Memory service integration
- CrewAI teams and roles

Excluded from snapshot: venv/, .env, data/, backups, .tgz archives

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-02-09 08:46:46 -08:00

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<h1 id="task-agent-hub-ui-agent-monitoring-management-dashboard">TASK: Agent Hub UI — Agent Monitoring &amp; Management Dashboard<a class="headerlink" href="#task-agent-hub-ui-agent-monitoring-management-dashboard" title="Permanent link">&para;</a></h1>
<p><strong>Priority:</strong> High (Parallel to Phase 3)<br />
<strong>Estimated Time:</strong> 3-4 weeks<br />
<strong>Dependencies:</strong> Phase 2 complete</p>
<hr />
<h2 id="goal">Goal<a class="headerlink" href="#goal" title="Permanent link">&para;</a></h2>
<p>Створити централізований UI для моніторингу та управління агентами в DAARION:
- <strong>Agent Gallery</strong> — список всіх агентів з їх статусами
- <strong>Agent Cabinet</strong> — детальна інформація про агента
- <strong>Real-time monitoring</strong> — активність, метрики, логи
- <strong>Agent Configuration</strong> — налаштування, інструкції, tools
- <strong>Conversational Interface</strong> — прямий чат з агентом</p>
<hr />
<h2 id="architecture-overview">Architecture Overview<a class="headerlink" href="#architecture-overview" title="Permanent link">&para;</a></h2>
<div class="codehilite"><pre><span></span><code>Agent Hub UI (React)
↓
├─ Agent Gallery (список агентів)
├─ Agent Cabinet (детальний dashboard)
├─ Agent Chat (direct conversation)
├─ Agent Metrics (real-time stats)
└─ Agent Configuration (edit settings)
↓
Backend:
├─ agents-service (агенти + blueprints)
├─ agent-runtime (execution stats)
├─ messaging-service (direct chat)
└─ NATS (real-time events)
</code></pre></div>
<hr />
<h2 id="deliverables">Deliverables<a class="headerlink" href="#deliverables" title="Permanent link">&para;</a></h2>
<h3 id="1-frontend-components-srcfeaturesagent-hub">1. Frontend Components (src/features/agent-hub/)<a class="headerlink" href="#1-frontend-components-srcfeaturesagent-hub" title="Permanent link">&para;</a></h3>
<p><strong>Structure:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="n">src</span><span class="o">/</span><span class="n">features</span><span class="o">/</span><span class="n">agent</span><span class="o">-</span><span class="n">hub</span><span class="o">/</span>
<span class="w"> </span><span class="n">components</span><span class="o">/</span>
<span class="w"> </span><span class="n">AgentGallery</span><span class="o">.</span><span class="n">tsx</span><span class="w"> </span><span class="c1"># Grid of agent cards</span>
<span class="w"> </span><span class="n">AgentCard</span><span class="o">.</span><span class="n">tsx</span><span class="w"> </span><span class="c1"># Single agent preview</span>
<span class="w"> </span><span class="n">AgentCabinet</span><span class="o">.</span><span class="n">tsx</span><span class="w"> </span><span class="c1"># Full agent dashboard</span>
<span class="w"> </span><span class="n">AgentMetrics</span><span class="o">.</span><span class="n">tsx</span><span class="w"> </span><span class="c1"># Real-time metrics panel</span>
<span class="w"> </span><span class="n">AgentLogs</span><span class="o">.</span><span class="n">tsx</span><span class="w"> </span><span class="c1"># Activity log stream</span>
<span class="w"> </span><span class="n">AgentConfiguration</span><span class="o">.</span><span class="n">tsx</span><span class="w"> </span><span class="c1"># Edit agent settings</span>
<span class="w"> </span><span class="n">AgentChat</span><span class="o">.</span><span class="n">tsx</span><span class="w"> </span><span class="c1"># Direct chat interface</span>
<span class="w"> </span><span class="n">AgentToolsPanel</span><span class="o">.</span><span class="n">tsx</span><span class="w"> </span><span class="c1"># List of agent tools</span>
<span class="w"> </span><span class="n">hooks</span><span class="o">/</span>
<span class="w"> </span><span class="n">useAgents</span><span class="o">.</span><span class="n">ts</span><span class="w"> </span><span class="c1"># Fetch agents list</span>
<span class="w"> </span><span class="n">useAgentDetails</span><span class="o">.</span><span class="n">ts</span><span class="w"> </span><span class="c1"># Fetch single agent</span>
<span class="w"> </span><span class="n">useAgentMetrics</span><span class="o">.</span><span class="n">ts</span><span class="w"> </span><span class="c1"># Real-time metrics</span>
<span class="w"> </span><span class="n">useAgentLogs</span><span class="o">.</span><span class="n">ts</span><span class="w"> </span><span class="c1"># Activity stream</span>
<span class="w"> </span><span class="n">useDirectChat</span><span class="o">.</span><span class="n">ts</span><span class="w"> </span><span class="c1"># Direct chat with agent</span>
<span class="w"> </span><span class="n">types</span><span class="o">/</span>
<span class="w"> </span><span class="n">agent</span><span class="o">.</span><span class="n">ts</span><span class="w"> </span><span class="c1"># TypeScript types</span>
<span class="w"> </span><span class="n">AgentHubPage</span><span class="o">.</span><span class="n">tsx</span><span class="w"> </span><span class="c1"># Main hub page</span>
</code></pre></div>
<hr />
<h3 id="2-backend-agents-service-new">2. Backend: agents-service (NEW)<a class="headerlink" href="#2-backend-agents-service-new" title="Permanent link">&para;</a></h3>
<p><strong>Port:</strong> 7010<br />
<strong>Purpose:</strong> Agent blueprints, configuration, metadata</p>
<p><strong>Structure:</strong></p>
<div class="codehilite"><pre><span></span><code>services/agents-service/
main.py
models.py
blueprints.py
config.yaml
requirements.txt
Dockerfile
README.md
</code></pre></div>
<p><strong>API:</strong></p>
<h4 id="get-apiagents">GET /api/agents<a class="headerlink" href="#get-apiagents" title="Permanent link">&para;</a></h4>
<p>List all agents:</p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;agents&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;agent:sofia&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sofia-Prime&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;kind&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;assistant&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;status&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;active&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;avatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;https://...&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Project manager &amp; task organizer&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;capabilities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;task_mgmt&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;summarization&quot;</span><span class="p">],</span>
<span class="w"> </span><span class="nt">&quot;microdao_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;microdao:daarion&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;created_at&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;2025-01-01T00:00:00Z&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;last_active&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;2025-11-24T12:00:00Z&quot;</span>
<span class="w"> </span><span class="p">}</span>
<span class="w"> </span><span class="p">]</span>
<span class="p">}</span>
</code></pre></div>
<h4 id="get-apiagentsagent_id">GET /api/agents/{agent_id}<a class="headerlink" href="#get-apiagentsagent_id" title="Permanent link">&para;</a></h4>
<p>Get agent details:</p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;agent:sofia&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Sofia-Prime&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;kind&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;assistant&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;status&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;active&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;avatar&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;https://...&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;...&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;instructions&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;You are Sofia, a helpful assistant...&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;gpt-4.1-mini&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;projects.list&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;task.create&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;followup.create&quot;</span><span class="p">],</span>
<span class="w"> </span><span class="nt">&quot;capabilities&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="err">...</span><span class="p">},</span>
<span class="w"> </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;total_messages&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1234</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;total_invocations&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">567</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;avg_response_time_ms&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2345</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;success_rate&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.98</span>
<span class="w"> </span><span class="p">},</span>
<span class="w"> </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.7</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;max_tokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1000</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;quiet_hours&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;22:00-08:00&quot;</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">}</span>
</code></pre></div>
<h4 id="put-apiagentsagent_id">PUT /api/agents/{agent_id}<a class="headerlink" href="#put-apiagentsagent_id" title="Permanent link">&para;</a></h4>
<p>Update agent configuration:</p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;instructions&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Updated instructions...&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;model&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;gpt-4&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;tools&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;projects.list&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;task.create&quot;</span><span class="p">],</span>
<span class="w"> </span><span class="nt">&quot;config&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;temperature&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.8</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;max_tokens&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2000</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">}</span>
</code></pre></div>
<h4 id="get-apiagentsagent_idmetricsrealtime">GET /api/agents/{agent_id}/metrics/realtime<a class="headerlink" href="#get-apiagentsagent_idmetricsrealtime" title="Permanent link">&para;</a></h4>
<p>Real-time metrics (WebSocket or SSE):</p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;agent_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;agent:sofia&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;timestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;2025-11-24T12:34:56Z&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;active_conversations&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;messages_last_hour&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">15</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;avg_response_time_ms&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2100</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;current_load&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;normal&quot;</span>
<span class="p">}</span>
</code></pre></div>
<h4 id="get-apiagentsagent_idlogslimit50">GET /api/agents/{agent_id}/logs?limit=50<a class="headerlink" href="#get-apiagentsagent_idlogslimit50" title="Permanent link">&para;</a></h4>
<p>Activity logs:</p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;logs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;log-123&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;timestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;2025-11-24T12:34:56Z&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;event_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;message.sent&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;channel_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;channel-uuid&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;content_preview&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Створила задачу &#39;Phase 3 testing&#39;&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;latency_ms&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">2345</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;tokens_used&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">567</span>
<span class="w"> </span><span class="p">}</span>
<span class="w"> </span><span class="p">}</span>
<span class="w"> </span><span class="p">]</span>
<span class="p">}</span>
</code></pre></div>
<hr />
<h3 id="3-ui-components-detail">3. UI Components Detail<a class="headerlink" href="#3-ui-components-detail" title="Permanent link">&para;</a></h3>
<h4 id="agentgallerytsx">AgentGallery.tsx<a class="headerlink" href="#agentgallerytsx" title="Permanent link">&para;</a></h4>
<ul>
<li>Grid layout (3-4 columns)</li>
<li>Agent cards with:</li>
<li>Avatar</li>
<li>Name + status badge</li>
<li>Short description</li>
<li>Last active time</li>
<li>Quick stats (messages, response time)</li>
<li>Filter by:</li>
<li>Status (active, paused, error)</li>
<li>Kind (assistant, coordinator, specialist)</li>
<li>MicroDAO</li>
<li>Search by name</li>
</ul>
<p><strong>Wireframe:</strong></p>
<div class="codehilite"><pre><span></span><code>┌─────────────────────────────────────────┐
│ Agent Hub [+ New] │
├─────────────────────────────────────────┤
│ [Filter: All] [Search: ...] │
├─────────────────────────────────────────┤
│ ┌──────────┐ ┌──────────┐ ┌──────────┐
│ │ 👤 Sofia │ │ 👤 Alex │ │ 👤 Eva │
│ │ ● Active │ │ ● Active │ │ ⏸ Paused │
│ │ PM &amp; Org │ │ Tech │ │ Research │
│ │ 234 msgs │ │ 156 msgs │ │ 89 msgs │
│ └──────────┘ └──────────┘ └──────────┘
</code></pre></div>
<h4 id="agentcabinettsx">AgentCabinet.tsx<a class="headerlink" href="#agentcabinettsx" title="Permanent link">&para;</a></h4>
<ul>
<li>Header:</li>
<li>Avatar, name, status</li>
<li>Quick actions (pause, edit, chat)</li>
<li>Tabs:</li>
<li><strong>Overview</strong>: Key stats + recent activity</li>
<li><strong>Metrics</strong>: Real-time charts</li>
<li><strong>Logs</strong>: Activity stream</li>
<li><strong>Configuration</strong>: Edit settings</li>
<li><strong>Chat</strong>: Direct conversation</li>
</ul>
<p><strong>Wireframe:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="err">┌─────────────────────────────────────────┐</span>
<span class="err">│</span><span class="w"> </span><span class="err">👤</span><span class="w"> </span><span class="n">Sofia</span><span class="o">-</span><span class="n">Prime</span><span class="w"> </span><span class="o">[</span><span class="n">Edit</span><span class="o">]</span><span class="w"> </span><span class="o">[</span><span class="n">Chat</span><span class="o">]</span><span class="err">│</span>
<span class="err">│</span><span class="w"> </span><span class="err">●</span><span class="w"> </span><span class="n">Active</span><span class="w"> </span><span class="o">|</span><span class="w"> </span><span class="k">Last</span><span class="w"> </span><span class="nl">seen</span><span class="p">:</span><span class="w"> </span><span class="mi">2</span><span class="n">m</span><span class="w"> </span><span class="n">ago</span><span class="w"> </span><span class="err">│</span>
<span class="err">├─────────────────────────────────────────┤</span>
<span class="err">│</span><span class="w"> </span><span class="o">[</span><span class="n">Overview</span><span class="o">]</span><span class="w"> </span><span class="o">[</span><span class="n">Metrics</span><span class="o">]</span><span class="w"> </span><span class="o">[</span><span class="n">Logs</span><span class="o">]</span><span class="w"> </span><span class="o">[</span><span class="n">Config</span><span class="o">]</span><span class="w"> </span><span class="err">│</span>
<span class="err">├─────────────────────────────────────────┤</span>
<span class="err">│</span><span class="w"> </span><span class="err">📊</span><span class="w"> </span><span class="k">Statistics</span><span class="w"> </span><span class="p">(</span><span class="mi">24</span><span class="n">h</span><span class="p">)</span><span class="w"> </span><span class="err">│</span>
<span class="err">│</span><span class="w"> </span><span class="nl">Messages</span><span class="p">:</span><span class="w"> </span><span class="mi">45</span><span class="w"> </span><span class="o">|</span><span class="w"> </span><span class="nl">Invocations</span><span class="p">:</span><span class="w"> </span><span class="mi">23</span><span class="w"> </span><span class="err">│</span>
<span class="err">│</span><span class="w"> </span><span class="nf">Avg</span><span class="w"> </span><span class="nl">Response</span><span class="p">:</span><span class="w"> </span><span class="mf">2.3</span><span class="n">s</span><span class="w"> </span><span class="o">|</span><span class="w"> </span><span class="nl">Success</span><span class="p">:</span><span class="w"> </span><span class="mi">98</span><span class="o">%</span><span class="w"> </span><span class="err">│</span>
<span class="err">│</span><span class="w"> </span><span class="err">│</span>
<span class="err">│</span><span class="w"> </span><span class="err">📝</span><span class="w"> </span><span class="n">Recent</span><span class="w"> </span><span class="n">Activity</span><span class="w"> </span><span class="err">│</span>
<span class="err">│</span><span class="w"> </span><span class="err">•</span><span class="w"> </span><span class="mi">12</span><span class="err">:</span><span class="mi">34</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">Replied</span><span class="w"> </span><span class="ow">in</span><span class="w"> </span><span class="n">#general</span><span class="w"> </span><span class="err">│</span>
<span class="err">│</span><span class="w"> </span><span class="err">•</span><span class="w"> </span><span class="mi">12</span><span class="err">:</span><span class="mi">30</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">Created</span><span class="w"> </span><span class="n">task</span><span class="w"> </span><span class="ss">&quot;Phase 3 test&quot;</span><span class="w"> </span><span class="err">│</span>
<span class="err">│</span><span class="w"> </span><span class="err">•</span><span class="w"> </span><span class="mi">12</span><span class="err">:</span><span class="mi">25</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">Summarized</span><span class="w"> </span><span class="n">meeting</span><span class="w"> </span><span class="n">notes</span><span class="w"> </span><span class="err">│</span>
<span class="err">└─────────────────────────────────────────┘</span>
</code></pre></div>
<h4 id="agentchattsx">AgentChat.tsx<a class="headerlink" href="#agentchattsx" title="Permanent link">&para;</a></h4>
<ul>
<li>Direct 1-on-1 chat with agent</li>
<li>Similar to Messenger UI</li>
<li>Shows agent thinking/tools usage</li>
<li>Context: "Direct conversation (not in channel)"</li>
</ul>
<hr />
<h3 id="4-real-time-updates">4. Real-time Updates<a class="headerlink" href="#4-real-time-updates" title="Permanent link">&para;</a></h3>
<p><strong>WebSocket endpoint:</strong> <code>ws://localhost:7010/ws/agents/{agent_id}</code></p>
<p><strong>Events:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;agent.message.sent&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;agent_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;agent:sofia&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;channel_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;channel-uuid&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;timestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;2025-11-24T12:34:56Z&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;content_preview&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Created task...&quot;</span>
<span class="p">}</span>
<span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;agent.metrics.update&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;agent_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;agent:sofia&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;active_conversations&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;messages_last_hour&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">15</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">}</span>
<span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;agent.status.changed&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;agent_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;agent:sofia&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;old_status&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;active&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;new_status&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;paused&quot;</span>
<span class="p">}</span>
</code></pre></div>
<hr />
<h3 id="5-integration-points">5. Integration Points<a class="headerlink" href="#5-integration-points" title="Permanent link">&para;</a></h3>
<p><strong>With Phase 2:</strong>
- Uses existing <code>messaging-service</code> for direct chat
- Displays logs from <code>agent-runtime</code> invocations
- Shows agent status from <code>agent-filter</code></p>
<p><strong>With Phase 3:</strong>
- Shows LLM usage (tokens, cost) from <code>llm-proxy</code>
- Displays memory stats from <code>memory-orchestrator</code>
- Lists available tools from <code>toolcore</code></p>
<p><strong>With NATS:</strong>
- Subscribes to <code>agent.*</code> events for real-time updates
- Publishes <code>agent.config.updated</code> on changes</p>
<hr />
<h3 id="6-mock-data-development">6. Mock Data (Development)<a class="headerlink" href="#6-mock-data-development" title="Permanent link">&para;</a></h3>
<p><strong>agents.mock.ts:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="k">export</span><span class="w"> </span><span class="kd">const</span><span class="w"> </span><span class="nx">mockAgents</span><span class="o">:</span><span class="w"> </span><span class="kt">Agent</span><span class="p">[]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nx">id</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;agent:sofia&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">name</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;Sofia-Prime&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">kind</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;assistant&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">status</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;active&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">avatar</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;/avatars/sofia.png&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">description</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;Project manager &amp; task organizer&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">capabilities</span><span class="o">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;task_mgmt&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;summarization&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;planning&quot;</span><span class="p">],</span>
<span class="w"> </span><span class="nx">microdao_id</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;microdao:daarion&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">created_at</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;2025-01-01T00:00:00Z&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">last_active</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;2025-11-24T12:00:00Z&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">metrics</span><span class="o">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nx">total_messages</span><span class="o">:</span><span class="w"> </span><span class="kt">1234</span><span class="p">,</span>
<span class="w"> </span><span class="nx">total_invocations</span><span class="o">:</span><span class="w"> </span><span class="kt">567</span><span class="p">,</span>
<span class="w"> </span><span class="nx">avg_response_time_ms</span><span class="o">:</span><span class="w"> </span><span class="kt">2345</span><span class="p">,</span>
<span class="w"> </span><span class="nx">success_rate</span><span class="o">:</span><span class="w"> </span><span class="kt">0.98</span>
<span class="w"> </span><span class="p">}</span>
<span class="w"> </span><span class="p">},</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nx">id</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;agent:alex&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">name</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;Alex-Tech&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">kind</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;specialist&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">status</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;active&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">avatar</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;/avatars/alex.png&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">description</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;Technical specialist for development tasks&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">capabilities</span><span class="o">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;code_review&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;debugging&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;documentation&quot;</span><span class="p">],</span>
<span class="w"> </span><span class="nx">microdao_id</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;microdao:daarion&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">created_at</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;2025-01-15T00:00:00Z&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">last_active</span><span class="o">:</span><span class="w"> </span><span class="s2">&quot;2025-11-24T11:45:00Z&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nx">metrics</span><span class="o">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nx">total_messages</span><span class="o">:</span><span class="w"> </span><span class="kt">856</span><span class="p">,</span>
<span class="w"> </span><span class="nx">total_invocations</span><span class="o">:</span><span class="w"> </span><span class="kt">423</span><span class="p">,</span>
<span class="w"> </span><span class="nx">avg_response_time_ms</span><span class="o">:</span><span class="w"> </span><span class="kt">3100</span><span class="p">,</span>
<span class="w"> </span><span class="nx">success_rate</span><span class="o">:</span><span class="w"> </span><span class="kt">0.96</span>
<span class="w"> </span><span class="p">}</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">];</span>
</code></pre></div>
<hr />
<h3 id="7-tech-stack">7. Tech Stack<a class="headerlink" href="#7-tech-stack" title="Permanent link">&para;</a></h3>
<p><strong>Frontend:</strong>
- React 18 + TypeScript
- Tailwind CSS
- React Query (TanStack Query)
- React Router
- WebSocket (for real-time)</p>
<p><strong>Backend:</strong>
- Python 3.11 + FastAPI
- PostgreSQL (agents DB)
- NATS (events)
- Docker</p>
<hr />
<h3 id="8-database-schema">8. Database Schema<a class="headerlink" href="#8-database-schema" title="Permanent link">&para;</a></h3>
<p><strong>agents table:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="k">CREATE</span><span class="w"> </span><span class="k">TABLE</span><span class="w"> </span><span class="n">agents</span><span class="w"> </span><span class="p">(</span>
<span class="w"> </span><span class="n">id</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">PRIMARY</span><span class="w"> </span><span class="k">KEY</span><span class="p">,</span>
<span class="w"> </span><span class="n">name</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="p">,</span>
<span class="w"> </span><span class="n">kind</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="p">,</span><span class="w"> </span><span class="c1">-- assistant, coordinator, specialist</span>
<span class="w"> </span><span class="n">status</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="s1">&#39;active&#39;</span><span class="p">,</span><span class="w"> </span><span class="c1">-- active, paused, error</span>
<span class="w"> </span><span class="n">avatar</span><span class="w"> </span><span class="nb">TEXT</span><span class="p">,</span>
<span class="w"> </span><span class="n">description</span><span class="w"> </span><span class="nb">TEXT</span><span class="p">,</span>
<span class="w"> </span><span class="n">instructions</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="p">,</span>
<span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="p">,</span>
<span class="w"> </span><span class="n">tools</span><span class="w"> </span><span class="n">JSONB</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="s1">&#39;[]&#39;</span><span class="p">,</span>
<span class="w"> </span><span class="n">capabilities</span><span class="w"> </span><span class="n">JSONB</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="s1">&#39;{}&#39;</span><span class="p">,</span>
<span class="w"> </span><span class="n">config</span><span class="w"> </span><span class="n">JSONB</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="s1">&#39;{}&#39;</span><span class="p">,</span>
<span class="w"> </span><span class="n">microdao_id</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="p">,</span>
<span class="w"> </span><span class="n">created_at</span><span class="w"> </span><span class="n">TIMESTAMPTZ</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="n">NOW</span><span class="p">(),</span>
<span class="w"> </span><span class="n">updated_at</span><span class="w"> </span><span class="n">TIMESTAMPTZ</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="n">NOW</span><span class="p">(),</span>
<span class="w"> </span><span class="n">last_active</span><span class="w"> </span><span class="n">TIMESTAMPTZ</span>
<span class="p">);</span>
<span class="k">CREATE</span><span class="w"> </span><span class="k">INDEX</span><span class="w"> </span><span class="n">idx_agents_microdao</span><span class="w"> </span><span class="k">ON</span><span class="w"> </span><span class="n">agents</span><span class="p">(</span><span class="n">microdao_id</span><span class="p">);</span>
<span class="k">CREATE</span><span class="w"> </span><span class="k">INDEX</span><span class="w"> </span><span class="n">idx_agents_status</span><span class="w"> </span><span class="k">ON</span><span class="w"> </span><span class="n">agents</span><span class="p">(</span><span class="n">status</span><span class="p">);</span>
</code></pre></div>
<p><strong>agent_metrics table:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="k">CREATE</span><span class="w"> </span><span class="k">TABLE</span><span class="w"> </span><span class="n">agent_metrics</span><span class="w"> </span><span class="p">(</span>
<span class="w"> </span><span class="n">id</span><span class="w"> </span><span class="n">UUID</span><span class="w"> </span><span class="k">PRIMARY</span><span class="w"> </span><span class="k">KEY</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="n">gen_random_uuid</span><span class="p">(),</span>
<span class="w"> </span><span class="n">agent_id</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="w"> </span><span class="k">REFERENCES</span><span class="w"> </span><span class="n">agents</span><span class="p">(</span><span class="n">id</span><span class="p">),</span>
<span class="w"> </span><span class="k">timestamp</span><span class="w"> </span><span class="n">TIMESTAMPTZ</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="n">NOW</span><span class="p">(),</span>
<span class="w"> </span><span class="n">event_type</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="p">,</span><span class="w"> </span><span class="c1">-- message.sent, invocation, error</span>
<span class="w"> </span><span class="n">channel_id</span><span class="w"> </span><span class="nb">TEXT</span><span class="p">,</span>
<span class="w"> </span><span class="n">latency_ms</span><span class="w"> </span><span class="nb">FLOAT</span><span class="p">,</span>
<span class="w"> </span><span class="n">tokens_used</span><span class="w"> </span><span class="nb">INT</span><span class="p">,</span>
<span class="w"> </span><span class="n">success</span><span class="w"> </span><span class="nb">BOOLEAN</span><span class="p">,</span>
<span class="w"> </span><span class="n">metadata</span><span class="w"> </span><span class="n">JSONB</span>
<span class="p">);</span>
<span class="k">CREATE</span><span class="w"> </span><span class="k">INDEX</span><span class="w"> </span><span class="n">idx_metrics_agent_time</span><span class="w"> </span><span class="k">ON</span><span class="w"> </span><span class="n">agent_metrics</span><span class="p">(</span><span class="n">agent_id</span><span class="p">,</span><span class="w"> </span><span class="k">timestamp</span><span class="w"> </span><span class="k">DESC</span><span class="p">);</span>
</code></pre></div>
<hr />
<h3 id="9-routes">9. Routes<a class="headerlink" href="#9-routes" title="Permanent link">&para;</a></h3>
<p><strong>Frontend routes:</strong></p>
<div class="codehilite"><pre><span></span><code>/agents → AgentGallery (list)
/agents/:agentId → AgentCabinet (dashboard)
/agents/:agentId/chat → AgentChat (direct conversation)
/agents/:agentId/config → AgentConfiguration (edit)
</code></pre></div>
<hr />
<h3 id="10-acceptance-criteria">10. Acceptance Criteria<a class="headerlink" href="#10-acceptance-criteria" title="Permanent link">&para;</a></h3>
<p>✅ <strong>Agent Gallery:</strong>
- Shows all agents with status badges
- Filter by status, kind, microDAO
- Search by name
- Responsive grid layout</p>
<p>✅ <strong>Agent Cabinet:</strong>
- Displays all agent details
- Shows real-time metrics
- Activity log stream
- Configuration editor</p>
<p>✅ <strong>Agent Chat:</strong>
- Direct 1-on-1 conversation
- Shows agent thinking/tools
- Message history</p>
<p>✅ <strong>Real-time Updates:</strong>
- Metrics auto-refresh (WebSocket)
- Activity log auto-updates
- Status changes reflected immediately</p>
<p>✅ <strong>Integration:</strong>
- Works with Phase 2 (messaging, runtime)
- Works with Phase 3 (LLM, memory, tools)
- Uses NATS for events</p>
<hr />
<h3 id="11-implementation-steps">11. Implementation Steps<a class="headerlink" href="#11-implementation-steps" title="Permanent link">&para;</a></h3>
<h4 id="week-1-backend-foundation">Week 1: Backend Foundation<a class="headerlink" href="#week-1-backend-foundation" title="Permanent link">&para;</a></h4>
<ol>
<li>Create <code>agents-service</code> (FastAPI)</li>
<li>Database schema + migrations</li>
<li>Basic CRUD endpoints</li>
<li>Mock agent blueprints</li>
</ol>
<h4 id="week-2-frontend-components">Week 2: Frontend Components<a class="headerlink" href="#week-2-frontend-components" title="Permanent link">&para;</a></h4>
<ol>
<li>AgentGallery + AgentCard</li>
<li>AgentCabinet (layout + tabs)</li>
<li>AgentMetrics panel</li>
<li>AgentLogs stream</li>
</ol>
<h4 id="week-3-real-time-integration">Week 3: Real-time &amp; Integration<a class="headerlink" href="#week-3-real-time-integration" title="Permanent link">&para;</a></h4>
<ol>
<li>WebSocket for real-time updates</li>
<li>Direct chat integration</li>
<li>Configuration editor</li>
<li>NATS events</li>
</ol>
<h4 id="week-4-polish-testing">Week 4: Polish &amp; Testing<a class="headerlink" href="#week-4-polish-testing" title="Permanent link">&para;</a></h4>
<ol>
<li>UI polish (animations, UX)</li>
<li>Error handling</li>
<li>E2E testing</li>
<li>Documentation</li>
</ol>
<hr />
<h3 id="12-future-enhancements-phase-35">12. Future Enhancements (Phase 3.5+)<a class="headerlink" href="#12-future-enhancements-phase-35" title="Permanent link">&para;</a></h3>
<p>🔜 <strong>Agent creation wizard</strong>
- GUI for creating new agents
- Template selection
- Tool assignment</p>
<p>🔜 <strong>Agent analytics</strong>
- Charts (messages over time)
- Cost tracking
- Performance insights</p>
<p>🔜 <strong>Agent marketplace</strong>
- Browse community agents
- Install/deploy agents
- Agent templates</p>
<p>🔜 <strong>Multi-agent orchestration</strong>
- Agent chains
- Workflow builder
- Agent collaboration</p>
<hr />
<h2 id="quick-start-after-implementation">Quick Start (After Implementation)<a class="headerlink" href="#quick-start-after-implementation" title="Permanent link">&para;</a></h2>
<div class="codehilite"><pre><span></span><code><span class="c1"># Start agents-service</span>
docker-compose<span class="w"> </span>-f<span class="w"> </span>docker-compose.agents.yml<span class="w"> </span>up<span class="w"> </span>-d
<span class="c1"># Frontend dev</span>
<span class="nb">cd</span><span class="w"> </span>node-network-app
npm<span class="w"> </span>run<span class="w"> </span>dev
<span class="c1"># Open</span>
open<span class="w"> </span>http://localhost:8899/agents
</code></pre></div>
<hr />
<h2 id="documentation">Documentation<a class="headerlink" href="#documentation" title="Permanent link">&para;</a></h2>
<p><strong>After implementation, create:</strong>
- <code>/docs/AGENT_HUB_SPEC.md</code> — Full specification
- <code>/docs/AGENT_SERVICE_API.md</code> — API documentation
- <code>/services/agents-service/README.md</code> — Service setup</p>
<hr />
<p><strong>Status:</strong> 📋 Spec Ready<br />
<strong>Version:</strong> 1.0.0<br />
<strong>Last Updated:</strong> 2025-11-24</p>
<p><strong>READY TO BUILD!</strong> 🚀</p>
</article>
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