PRIMARY_TOPIC_MATCH Investigation Complete

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{
  "id": "a0e42af5-5e8d-4713-b84e-9e32708ca43a",
  "type": "general",
  "status": "completed",
  "title": "PRIMARY_TOPIC_MATCH Investigation Complete",
  "description": "Found root cause: flow has wrong primary topic (topic_pipeline) from stale classification",
  "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;\">🔍 Investigation: PRIMARY_TOPIC_MATCH Not Firing</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#f87171;margin:0 0 12px 0;\">🚨 Root Cause Identified</h3>\n<p style=\"color:#e0e0e0;line-height:1.8;margin:0;\">\nThe flow <span style=\"color:#61afef;font-weight:bold;\">\"greatVibe Development\"</span> has a <strong>mismatched primary topic</strong> from stale auto-classification when the flow was created.\n</p>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#61afef;margin:0 0 12px 0;\">🏷️ Flow Topic Edges</h3>\n<table style=\"width:100%;border-collapse:collapse;\">\n<tr style=\"background:#1e1e1e;\">\n<th style=\"padding:8px;text-align:left;color:#7f848e;\">Edge Type</th>\n<th style=\"padding:8px;text-align:left;color:#7f848e;\">Topic ID</th>\n<th style=\"padding:8px;text-align:left;color:#7f848e;\">Reason</th>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;\"><span style=\"background:#22c55e;color:#fff;padding:2px 8px;border-radius:4px;font-size:11px;\">belongs_to</span></td>\n<td style=\"padding:8px;\"><span style=\"color:#e5c07b;font-weight:bold;\">topic_pipeline</span></td>\n<td style=\"padding:8px;color:#7f848e;font-size:12px;\">matched [pme, webflow, konwebflow] (score: 40)</td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 8px;border-radius:4px;font-size:11px;\">touches</span></td>\n<td style=\"padding:8px;\"><span style=\"color:#98c379;\">topic_ui</span></td>\n<td style=\"padding:8px;color:#7f848e;font-size:12px;\">matched [theme, form] (score: 20)</td>\n</tr>\n</table>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#c678dd;margin:0 0 12px 0;\">📊 Kontask Primary Topics (from 20-kontask test)</h3>\n<table style=\"width:100%;border-collapse:collapse;\">\n<tr style=\"background:#1e1e1e;\">\n<th style=\"padding:8px;text-align:left;color:#7f848e;\">Primary Topic</th>\n<th style=\"padding:8px;text-align:center;color:#7f848e;\">Count</th>\n<th style=\"padding:8px;text-align:center;color:#7f848e;\">Matches Flow?</th>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;\"><span style=\"color:#e5c07b;\">topic_bugfix</span></td>\n<td style=\"padding:8px;text-align:center;\">5</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#f87171;\">✗</span></td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;\"><span style=\"color:#e5c07b;\">topic_feature</span></td>\n<td style=\"padding:8px;text-align:center;\">4</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#f87171;\">✗</span></td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;\"><span style=\"color:#e5c07b;\">topic_testing</span></td>\n<td style=\"padding:8px;text-align:center;\">3</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#f87171;\">✗</span></td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;\"><span style=\"color:#e5c07b;\">topic_requirements</span></td>\n<td style=\"padding:8px;text-align:center;\">3</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#f87171;\">✗</span></td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;\"><span style=\"color:#e5c07b;\">topic_standards</span></td>\n<td style=\"padding:8px;text-align:center;\">2</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#f87171;\">✗</span></td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;\"><span style=\"color:#e5c07b;\">topic_review</span></td>\n<td style=\"padding:8px;text-align:center;\">2</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#f87171;\">✗</span></td>\n</tr>\n<tr>\n<td style=\"padding:8px;\"><span style=\"color:#e5c07b;\">topic_docs</span></td>\n<td style=\"padding:8px;text-align:center;\">1</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"color:#f87171;\">✗</span></td>\n</tr>\n</table>\n<p style=\"color:#7f848e;font-size:12px;margin:12px 0 0 0;\">\n<span style=\"color:#f87171;font-weight:bold;\">0 of 20</span> kontasks have <code>topic_pipeline</code> as primary topic\n</p>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#61afef;margin:0 0 12px 0;\">🧠 Why This Happened</h3>\n<ol style=\"margin:0;padding-left:20px;line-height:2;\">\n<li>Flow was created with title <code>\"greatVibe Development\"</code></li>\n<li>Auto-classifier ran on just the title</li>\n<li>The CLAUDE.md context (which has \"pme\", \"webflow\", \"konwebflow\") was included</li>\n<li>Classifier matched <code>topic_pipeline</code> with keywords from docs, not actual work</li>\n<li>Flow now has <span style=\"color:#f87171;\">wrong primary topic</span> that won't match dev kontasks</li>\n</ol>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#98c379;margin:0 0 12px 0;\">✅ The Fix</h3>\n<p style=\"color:#e0e0e0;line-height:1.8;margin:0 0 12px 0;\">\nThe flow's topic classification needs to be updated to match what the kontasks actually are about:\n</p>\n<ul style=\"margin:0;padding-left:20px;line-height:2;\">\n<li>Remove <code>topic_pipeline</code> edge (wrong classification)</li>\n<li>Add <code>topic_feature</code> as primary (most common kontask topic)</li>\n<li>Consider adding <code>topic_testing</code>, <code>topic_bugfix</code>, <code>topic_standards</code> as secondary</li>\n</ul>\n</div>\n\n<div style=\"background:#1a2332;border:1px solid #3b82f6;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#61afef;margin:0 0 12px 0;\">💡 Broader Implications</h3>\n<ul style=\"margin:0;padding-left:20px;line-height:1.8;\">\n<li><strong>Auto-classification on flow creation</strong> may be too aggressive</li>\n<li>Flow title alone often <strong>lacks context</strong> for accurate topic assignment</li>\n<li>Consider: Wait for first kontask to classify flow? Or use session context?</li>\n<li>Could aggregate kontask topics to <strong>refine flow classification</strong> over time</li>\n</ul>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<h3 style=\"color:#61afef;margin:0 0 12px 0;\">🛠️ Proposed Solutions</h3>\n<table style=\"width:100%;border-collapse:collapse;\">\n<tr style=\"background:#1e1e1e;\">\n<th style=\"padding:8px;text-align:left;color:#7f848e;\">Option</th>\n<th style=\"padding:8px;text-align:left;color:#7f848e;\">Effort</th>\n<th style=\"padding:8px;text-align:left;color:#7f848e;\">Impact</th>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;color:#98c379;\"><strong>A. Reclassify this flow</strong></td>\n<td style=\"padding:8px;\">Low</td>\n<td style=\"padding:8px;\">Immediate fix for this flow</td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px;color:#e5c07b;\"><strong>B. Use kontask aggregation</strong></td>\n<td style=\"padding:8px;\">Medium</td>\n<td style=\"padding:8px;\">Flow topics evolve with work</td>\n</tr>\n<tr>\n<td style=\"padding:8px;color:#c678dd;\"><strong>C. Skip initial classification</strong></td>\n<td style=\"padding:8px;\">Low</td>\n<td style=\"padding:8px;\">Let kontasks define flow topics</td>\n</tr>\n</table>\n</div>\n\n</div>",
    "requestedAt": "2026-01-10T13:30:00.000Z",
    "requestId": "7b94b014-4b8b-48a2-8f96-ed3fcaa61949",
    "choices": [
      {
        "label": "Reclassify flow",
        "value": "Reclassify the greatVibe Development flow with better topic edges that match the actual kontask work",
        "primary": true
      },
      {
        "label": "Add topic aggregation",
        "value": "Implement automatic flow topic refinement based on linked kontask topics",
        "primary": false
      },
      {
        "label": "View current topics",
        "value": "Show me all topic definitions and their keywords to understand the taxonomy better",
        "primary": false
      }
    ],
    "turnTiming": {
      "totalMs": 86449,
      "ttfeMs": 50,
      "thinkingMs": 86399,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 100,
      "toolsPct": 0,
      "ttfePct": 0
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T13:26:18.564Z",
  "updatedAt": "2026-01-10T13:26:23.265Z",
  "requestId": "7b94b014-4b8b-48a2-8f96-ed3fcaa61949",
  "scope": "greatvibe",
  "tags": [
    "gravity",
    "topics",
    "flow-linking",
    "investigation"
  ],
  "sessionId": "ses_7c4eba4a-596"
}