Semantic Topic Dimension Implemented

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{
  "id": "ab0e2114-318e-459f-a77f-d40da800ee0b",
  "type": "general",
  "status": "completed",
  "title": "Semantic Topic Dimension Implemented",
  "description": "Added GvTopic type, 5 seed topics, and keyword-based auto-classification",
  "context": {
    "output": "<div style=\"background:#1e1e1e;color:#e0e0e0;padding:24px;border-radius:12px;font-family:'Consolas','Monaco',monospace;\">\n\n<h2 style=\"font-family:sans-serif;color:#fff;margin:0 0 20px 0;\">🏷️ Semantic Topic Dimension Complete</h2>\n\n<div style=\"background:#2a3a2a;padding:16px;border-radius:8px;border-left:4px solid #22c55e;margin-bottom:20px;\">\n<p style=\"color:#22c55e;font-weight:bold;margin:0 0 8px 0;\">✅ All Tests Passing (174)</p>\n<p style=\"color:#98c379;margin:0;\">Commit: <code>2398b686</code> - Graph: Add semantic topic dimension with keyword auto-classification</p>\n</div>\n\n<h3 style=\"color:#61afef;margin:20px 0 12px 0;\">📁 Files Changed (4)</h3>\n\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:8px;overflow-x:auto;line-height:1.8;\">\n<span style=\"color:#22c55e;\">+</span> <span style=\"color:#22c55e;font-weight:bold;\">konui/src/gv-topic-store.ts</span>     <span style=\"color:#7f848e;\"># New topic store with 5 seed topics</span>\n<span style=\"color:#e5c07b;\">M</span> <span style=\"color:#e5c07b;\">konui/src/gv-edge-types.ts</span>     <span style=\"color:#7f848e;\"># GvTopic interface + edge types</span>\n<span style=\"color:#e5c07b;\">M</span> <span style=\"color:#e5c07b;\">konui/src/gv-edge-store.ts</span>     <span style=\"color:#7f848e;\"># Semantic index maps</span>\n<span style=\"color:#e5c07b;\">M</span> <span style=\"color:#e5c07b;\">konui/src/router.ts</span>            <span style=\"color:#7f848e;\"># Auto-link kontasks to topics</span>\n</pre>\n\n<h3 style=\"color:#61afef;margin:20px 0 12px 0;\">🏷️ The 5 Seed Topics</h3>\n\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:8px;overflow-x:auto;line-height:1.8;\">\n<span style=\"color:#c678dd;\">🏗️ Architecture</span>  <span style=\"color:#7f848e;\">(vibetools)</span>\n   Keywords: schema, type, api, database, design, model, graph, edge\n\n<span style=\"color:#61afef;\">🖥️ UI/UX</span>         <span style=\"color:#7f848e;\">(vibetools)</span>\n   Keywords: ui, view, component, dashboard, button, style, console\n\n<span style=\"color:#22c55e;\">⚡ Performance</span>   <span style=\"color:#7f848e;\">(vibetools)</span>\n   Keywords: performance, fast, slow, optimize, cache, lazy, memory\n\n<span style=\"color:#f97316;\">🛠️ DevOps</span>        <span style=\"color:#7f848e;\">(vibetools)</span>\n   Keywords: deploy, test, ci, pipeline, systemd, restart, build\n\n<span style=\"color:#e5c07b;\">📊 Data Pipeline</span> <span style=\"color:#7f848e;\">(product)</span>\n   Keywords: listing, webflow, cms, image, suburb, kongate, property\n</pre>\n\n<h3 style=\"color:#61afef;margin:20px 0 12px 0;\">🔗 New Edge Types</h3>\n\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:8px;overflow-x:auto;line-height:1.8;\">\n<span style=\"color:#c678dd;\">belongs_to</span>   <span style=\"color:#7f848e;\">Kontask/flow primary topic (highest score)</span>\n<span style=\"color:#61afef;\">touches</span>      <span style=\"color:#7f848e;\">Secondary topic association (also relevant)</span>\n<span style=\"color:#e5c07b;\">cross_topic</span>  <span style=\"color:#7f848e;\">Connects two topics (flow bridges them)</span>\n</pre>\n\n<h3 style=\"color:#61afef;margin:20px 0 12px 0;\">⚙️ How Auto-Classification Works</h3>\n\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:8px;overflow-x:auto;line-height:1.8;\">\n<span style=\"color:#7f848e;\">When a kontask is created:</span>\n\n1. Extract words from <span style=\"color:#e5c07b;\">title</span> + <span style=\"color:#e5c07b;\">description</span>\n2. Match against each topic's <span style=\"color:#98c379;\">keywords[]</span>\n3. Score: <span style=\"color:#d19a66;\">+20</span> exact match, <span style=\"color:#d19a66;\">+10</span> partial match\n4. Filter by kontask <span style=\"color:#c678dd;\">scope</span> (vibetools/product)\n5. Create edges:\n   - <span style=\"color:#c678dd;\">belongs_to</span> → highest scoring topic\n   - <span style=\"color:#61afef;\">touches</span> → secondary matches (score ≥ 15)\n6. Increment <span style=\"color:#98c379;\">topic.stats.kontaskCount</span>\n</pre>\n\n<h3 style=\"color:#61afef;margin:20px 0 12px 0;\">📊 New Index Maps</h3>\n\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:8px;overflow-x:auto;line-height:1.8;\">\n<span style=\"color:#c678dd;\">kontaskToTopics</span>   Map&lt;kontaskId, topicId[]&gt;   <span style=\"color:#7f848e;\"># Primary first</span>\n<span style=\"color:#c678dd;\">flowToTopics</span>      Map&lt;flowId, topicId[]&gt;\n<span style=\"color:#c678dd;\">topicToKontasks</span>   Map&lt;topicId, kontaskId[]&gt;  <span style=\"color:#7f848e;\"># Reverse lookup</span>\n<span style=\"color:#c678dd;\">topicToFlows</span>      Map&lt;topicId, flowId[]&gt;\n</pre>\n\n<h3 style=\"color:#61afef;margin:20px 0 12px 0;\">📈 New Stats in getEdgeStats()</h3>\n\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:8px;overflow-x:auto;line-height:1.8;\">\n<span style=\"color:#7f848e;\">Added to edge stats response:</span>\n\n<span style=\"color:#e5c07b;\">kontasksWithTopics</span>: number   <span style=\"color:#7f848e;\"># Kontasks linked to topics</span>\n<span style=\"color:#e5c07b;\">flowsWithTopics</span>: number      <span style=\"color:#7f848e;\"># Flows linked to topics</span>\n<span style=\"color:#e5c07b;\">topicsWithContent</span>: number    <span style=\"color:#7f848e;\"># Topics with kontasks</span>\n</pre>\n\n<h3 style=\"color:#61afef;margin:20px 0 12px 0;\">🎯 Combined Graph: 3 Axes</h3>\n\n<pre style=\"background:#2d2d2d;padding:16px;border-radius:8px;overflow-x:auto;line-height:1.8;\">\n                    <span style=\"color:#f97316;\">TIME (Quota Periods)</span>\n                          ▲\n                          │\n            ┌─────────────┼─────────────┐\n            │   7d Week   │ 5h Period   │\n            │      ●──────┼──────●      │\n            │     /│      │     /│      │\n            │    / │      │    / │      │\n            │   ●──┼──────┼───●  │      │\n            │   │  │kontask     │      │\n            │   │  ●──────┼─────●      │\n            │   │ /       │    /       │\n            │   │/   flow │   /        │\n            │   ●─────────┼──●         │\n            └─────────────┼─────────────┘\n                          │\n   <span style=\"color:#c678dd;\">TOPICS</span> ◀──────────────┼──────────────▶ <span style=\"color:#61afef;\">STRUCTURE</span>\n   (semantic)           │            (current edges)\n   Architecture         │            genesis, evidence\n   UI/UX                │            contains, produces\n   Performance          │            decision, output\n</pre>\n\n<h3 style=\"color:#61afef;margin:20px 0 12px 0;\">🎯 Next Steps</h3>\n\n</div>",
    "requestedAt": "2026-01-10T06:55:00.000Z",
    "requestId": "c2d9f143-ddc8-491b-9eec-c13cadbbac6d",
    "choices": [
      {
        "label": "Add Topic Visualization",
        "value": "Add topic visualization to the /gv/flows page showing topic clusters with kontasks grouped by topic, color-coded by topic color.",
        "primary": true
      },
      {
        "label": "Add Flow Topic Linking",
        "value": "Extend auto-classification to also link flows to topics when they're created or updated. Flows should inherit topics from their kontasks."
      },
      {
        "label": "Topic MCP Tools",
        "value": "Add MCP tools for topic operations: konui_list_topics, konui_get_topic_stats, konui_get_kontasks_by_topic for querying the semantic dimension."
      },
      {
        "label": "Test Classification",
        "value": "Test the auto-classification by creating a few kontasks with different titles and verifying they get linked to the correct topics."
      }
    ],
    "turnTiming": {
      "totalMs": 401434,
      "ttfeMs": 65,
      "thinkingMs": 401369,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 100,
      "toolsPct": 0,
      "ttfePct": 0
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T07:49:43.967Z",
  "updatedAt": "2026-01-10T07:49:47.938Z",
  "requestId": "c2d9f143-ddc8-491b-9eec-c13cadbbac6d",
  "scope": "vibetools",
  "tags": [
    "graph",
    "topics",
    "architecture"
  ],
  "sessionId": "ses_7c4eba4a-596",
  "flowId": "flow_01KEHQ5A6Y7SHWCMHHZYGBC592",
  "flowLinks": [
    {
      "flowId": "flow_01KEHQ5A6Y7SHWCMHHZYGBC592",
      "edgeType": "evidence",
      "createdAt": "2026-01-10T07:49:43.967Z"
    }
  ]
}