Automatic Flow Topic Refinement Implementation

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{
  "id": "04f0455f-795b-442e-9316-3213c2701457",
  "type": "general",
  "status": "completed",
  "title": "Automatic Flow Topic Refinement Implementation",
  "context": {
    "output": "<div style=\"background:#1e1e1e;color:#e0e0e0;padding:20px;border-radius:8px;font-family:'Consolas','Monaco',monospace;\">\n<h2 style=\"font-family:sans-serif;color:#fff;margin:0 0 16px 0;\">✅ Automatic Flow Topic Refinement</h2>\n\n<p style=\"color:#98c379;font-size:14px;margin-bottom:16px;\">Implemented automatic flow topic/domain classification refinement based on linked kontask topics.</p>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 8px 0;\">Problem Solved</h3>\n<p style=\"color:#e0e0e0;\">PRIMARY_TOPIC_MATCH signals weren't firing because flows had stale topic classifications from their initial title (e.g., \"greatVibe Development\" → <span style=\"color:#e5c07b;\">topic_pipeline</span>) that didn't match the actual work being done (kontasks with <span style=\"color:#e5c07b;\">topic_feature</span>, <span style=\"color:#e5c07b;\">topic_bugfix</span>, etc.).</p>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 8px 0;\">Implementation</h3>\n<pre style=\"background:#2d2d2d;padding:12px;border-radius:6px;overflow-x:auto;line-height:1.6;color:#e0e0e0;\">\n<span style=\"color:#c678dd;\">1.</span> <span style=\"color:#98c379;\">refineFlowTopics()</span> in gv-flow-store.ts\n   • Aggregates topics/domains from all linked kontasks\n   • Adds missing topic edges (\"touches\" type)\n   • Configurable: minKontaskCount, addPrimary\n\n<span style=\"color:#c678dd;\">2.</span> <span style=\"color:#98c379;\">Auto-triggered on link-to-flow</span>\n   • Fire-and-forget call in /api/kontasks/link-to-flow\n   • minKontaskCount: 1 (even single kontask adds topics)\n\n<span style=\"color:#c678dd;\">3.</span> <span style=\"color:#98c379;\">MCP Tool</span>: konui_refine_flow_topics\n   • Manual invocation for existing flows\n   • Returns detailed analysis (topic counts, domains)\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 8px 0;\">Test Results</h3>\n<p style=\"color:#e0e0e0;margin-bottom:8px;\">Linked kontask to \"greatVibe Development\" flow. Topics auto-refined:</p>\n<pre style=\"background:#2d2d2d;padding:12px;border-radius:6px;overflow-x:auto;line-height:1.6;color:#e0e0e0;\">\n<span style=\"color:#98c379;\">topic_schema</span>        <span style=\"color:#7f848e;\">→ Refined from 6 kontasks (6 primary)</span>\n<span style=\"color:#98c379;\">topic_review</span>        <span style=\"color:#7f848e;\">→ Refined from 5 kontasks (1 primary)</span>\n<span style=\"color:#98c379;\">topic_planning</span>      <span style=\"color:#7f848e;\">→ Refined from 4 kontasks (1 primary)</span>\n<span style=\"color:#98c379;\">topic_design</span>        <span style=\"color:#7f848e;\">→ Refined from 3 kontasks (1 primary)</span>\n<span style=\"color:#98c379;\">topic_docs</span>          <span style=\"color:#7f848e;\">→ Refined from 2 kontasks (0 primary)</span>\n<span style=\"color:#98c379;\">topic_architecture</span>  <span style=\"color:#7f848e;\">→ Refined from 1 kontask (1 primary)</span>\n<span style=\"color:#98c379;\">topic_requirements</span>  <span style=\"color:#7f848e;\">→ Refined from 1 kontask (0 primary)</span>\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 8px 0;\">Files Modified</h3>\n<pre style=\"background:#2d2d2d;padding:12px;border-radius:6px;overflow-x:auto;line-height:1.6;color:#e0e0e0;\">\n<span style=\"color:#56b6c2;\">/konui/src/</span>\n├── <span style=\"color:#e5c07b;\">gv-flow-store.ts</span>  <span style=\"color:#7f848e;\"># +162 lines (refineFlowTopics function)</span>\n├── <span style=\"color:#e5c07b;\">router.ts</span>          <span style=\"color:#7f848e;\"># +32 lines (API endpoint + auto-trigger)</span>\n<span style=\"color:#56b6c2;\">/konui/mcp/</span>\n└── <span style=\"color:#e5c07b;\">server.ts</span>          <span style=\"color:#7f848e;\"># +63 lines (MCP tool definition)</span>\n</pre>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 8px 0;\">Impact on Gravity</h3>\n<p style=\"color:#e0e0e0;\">Flow-kontask matching now improves over time as more kontasks are linked:</p>\n<ul style=\"color:#e0e0e0;margin:8px 0;padding-left:20px;\">\n<li><span style=\"color:#98c379;\">PRIMARY_TOPIC_MATCH</span> (+25 pts) fires when kontask's primary topic matches flow</li>\n<li><span style=\"color:#98c379;\">SECONDARY_TOPIC_MATCH</span> (+10 pts) fires for secondary topic overlap</li>\n<li>Flow topics accumulate from linked kontasks → better matching</li>\n</ul>\n\n<p style=\"color:#7f848e;font-size:12px;margin-top:16px;\">Commit: 41dec990 • Turn ID: auto-injected</p>\n</div>",
    "choices": [
      {
        "label": "Test gravity with 20 kontasks",
        "value": "Test the gravity well again with the last 20 kontasks to see if PRIMARY_TOPIC_MATCH signals are now firing after the topic refinement",
        "primary": true
      },
      {
        "label": "Refine another flow",
        "value": "Manually refine topics for another flow using konui_refine_flow_topics"
      },
      {
        "label": "View flow topics",
        "value": "Show all topic edges for the greatVibe Development flow"
      }
    ]
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T13:42:49.230Z",
  "updatedAt": "2026-01-10T13:42:49.396Z",
  "scope": "greatvibe",
  "tags": [
    "gravity",
    "flows",
    "topics",
    "classification"
  ]
}