Gravity Well Test: Flow Reclassification Impact

Details

Raw Data

{
  "id": "23b94199-9588-48f4-a598-92cc11916bb9",
  "type": "general",
  "status": "completed",
  "title": "Gravity Well Test: Flow Reclassification Impact",
  "description": "Analysis of gravity scoring after topic reclassification - all kontasks now linked",
  "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;\">🌌 Gravity Well Test: Post-Reclassification Results</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#98c379;margin:0 0 12px 0;\">✅ Result: Zero Orphan Kontasks</h3>\n<p style=\"color:#e0e0e0;margin:0;\">All kontasks are now linked to flows. The gravity well system with flow topic reclassification has achieved <span style=\"color:#98c379;font-weight:bold;\">100% coverage</span>.</p>\n</div>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 12px 0;\">Flow Topic Coverage (Post-Reclassification)</h3>\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<table style=\"width:100%;border-collapse:collapse;color:#e0e0e0;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<th style=\"text-align:left;padding:8px 12px;color:#c678dd;\">Type</th>\n<th style=\"text-align:left;padding:8px 12px;color:#c678dd;\">Topic</th>\n<th style=\"text-align:left;padding:8px 12px;color:#c678dd;\">Kontask Count</th>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#22c55e;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">PRIMARY</span></td>\n<td style=\"padding:8px 12px;\">🚀 topic_feature</td>\n<td style=\"padding:8px 12px;\">Most common</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">📐 topic_schema</td>\n<td style=\"padding:8px 12px;\">6 kontasks (6 primary)</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">👀 topic_review</td>\n<td style=\"padding:8px 12px;\">5 kontasks (1 primary)</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">📋 topic_planning</td>\n<td style=\"padding:8px 12px;\">4 kontasks (1 primary)</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">🎨 topic_design</td>\n<td style=\"padding:8px 12px;\">3 kontasks (1 primary)</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">📝 topic_docs</td>\n<td style=\"padding:8px 12px;\">2 kontasks</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">🐛 topic_bugfix</td>\n<td style=\"padding:8px 12px;\">Common</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">🧪 topic_testing</td>\n<td style=\"padding:8px 12px;\">Common</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">📏 topic_standards</td>\n<td style=\"padding:8px 12px;\">Common</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">🏗️ topic_architecture</td>\n<td style=\"padding:8px 12px;\">1 kontask (1 primary)</td>\n</tr>\n<tr>\n<td style=\"padding:8px 12px;\"><span style=\"background:#3b82f6;color:#fff;padding:2px 6px;border-radius:4px;font-size:11px;\">TOUCHES</span></td>\n<td style=\"padding:8px 12px;\">📋 topic_requirements</td>\n<td style=\"padding:8px 12px;\">1 kontask</td>\n</tr>\n</table>\n</div>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 12px 0;\">Gravity-Linked Kontasks (After Reclassification)</h3>\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<table style=\"width:100%;border-collapse:collapse;color:#e0e0e0;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<th style=\"text-align:left;padding:8px 12px;color:#c678dd;\">Score</th>\n<th style=\"text-align:left;padding:8px 12px;color:#c678dd;\">Kontask</th>\n<th style=\"text-align:left;padding:8px 12px;color:#c678dd;\">Signals</th>\n</tr>\n<tr style=\"border-bottom:1px solid #333;background:#2a3a2a;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#22c55e;color:#fff;padding:4px 8px;border-radius:4px;font-weight:bold;\">65</span></td>\n<td style=\"padding:8px 12px;\">Flow Reclassified: Topic Matching Now Active</td>\n<td style=\"padding:8px 12px;font-size:12px;\">PRIMARY_TOPIC_MATCH + PRIMARY_DOMAIN_MATCH + WITHIN_5H</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;background:#2a3a2a;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#22c55e;color:#fff;padding:4px 8px;border-radius:4px;font-weight:bold;\">65</span></td>\n<td style=\"padding:8px 12px;\">Add Edge Delete MCP Tool</td>\n<td style=\"padding:8px 12px;font-size:12px;\">PRIMARY_TOPIC_MATCH + PRIMARY_DOMAIN_MATCH + WITHIN_5H</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;background:#2a3a2a;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#22c55e;color:#fff;padding:4px 8px;border-radius:4px;font-weight:bold;\">50</span></td>\n<td style=\"padding:8px 12px;\">Stale Topic Edges Cleanup Complete</td>\n<td style=\"padding:8px 12px;font-size:12px;\">TOUCHES_TOPIC (standards) + PRIMARY_DOMAIN_MATCH + WITHIN_5H</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\"><span style=\"background:#f59e0b;color:#fff;padding:4px 8px;border-radius:4px;font-weight:bold;\">40</span></td>\n<td style=\"padding:8px 12px;\">Automatic Flow Topic Refinement Implementation</td>\n<td style=\"padding:8px 12px;font-size:12px;\">PRIMARY_TOPIC_MATCH + WITHIN_5H</td>\n</tr>\n</table>\n</div>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 12px 0;\">Key Improvements vs Previous Test</h3>\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<table style=\"width:100%;border-collapse:collapse;color:#e0e0e0;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<th style=\"text-align:left;padding:8px 12px;color:#c678dd;\">Metric</th>\n<th style=\"text-align:center;padding:8px 12px;color:#c678dd;\">Before</th>\n<th style=\"text-align:center;padding:8px 12px;color:#c678dd;\">After</th>\n<th style=\"text-align:center;padding:8px 12px;color:#c678dd;\">Change</th>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\">Orphan kontasks</td>\n<td style=\"padding:8px 12px;text-align:center;\">18</td>\n<td style=\"padding:8px 12px;text-align:center;\"><span style=\"color:#22c55e;font-weight:bold;\">0</span></td>\n<td style=\"padding:8px 12px;text-align:center;\"><span style=\"color:#22c55e;\">-18 (100%)</span></td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\">PRIMARY_TOPIC_MATCH signals</td>\n<td style=\"padding:8px 12px;text-align:center;\">0</td>\n<td style=\"padding:8px 12px;text-align:center;\"><span style=\"color:#22c55e;font-weight:bold;\">3</span></td>\n<td style=\"padding:8px 12px;text-align:center;\"><span style=\"color:#22c55e;\">+3</span></td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px 12px;\">Flow topic edges</td>\n<td style=\"padding:8px 12px;text-align:center;\">2 (stale)</td>\n<td style=\"padding:8px 12px;text-align:center;\"><span style=\"color:#22c55e;font-weight:bold;\">11 (active)</span></td>\n<td style=\"padding:8px 12px;text-align:center;\"><span style=\"color:#22c55e;\">+9</span></td>\n</tr>\n<tr>\n<td style=\"padding:8px 12px;\">Avg gravity score (linked)</td>\n<td style=\"padding:8px 12px;text-align:center;\">~40</td>\n<td style=\"padding:8px 12px;text-align:center;\"><span style=\"color:#22c55e;font-weight:bold;\">55</span></td>\n<td style=\"padding:8px 12px;text-align:center;\"><span style=\"color:#22c55e;\">+15</span></td>\n</tr>\n</table>\n</div>\n\n<h3 style=\"font-family:sans-serif;color:#61afef;margin:16px 0 12px 0;\">📊 Edge Statistics</h3>\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<pre style=\"margin:0;color:#98c379;line-height:1.6;\">\nTotal edges:           596\nEvidence edges:        259  (kontask → flow)\nBelongs_to edges:       50  (kontask/flow → topic/domain)\nTouches edges:         113  (secondary classifications)\nTemporal edges:        108  (within_5h, within_7d)\nKontask-flow links:    197\nFlows with kontasks:    15\n</pre>\n</div>\n\n<h3 style=\"font-family:sans-serif;color:#98c379;margin:16px 0 12px 0;\">✅ Reclassification Impact Summary</h3>\n<div style=\"background:#1a2e1a;border:1px solid #22c55e;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<ul style=\"margin:0;padding-left:20px;color:#e0e0e0;line-height:1.8;\">\n<li><strong>Topic coverage expanded</strong>: Flow now matches 11 topics vs 2 stale ones</li>\n<li><strong>PRIMARY_TOPIC_MATCH now fires</strong>: topic_feature matches kontask classifications</li>\n<li><strong>Domain signals active</strong>: domain_tooling adds +15 when matched</li>\n<li><strong>All recent kontasks score ≥40</strong>: Threshold met for automatic linking</li>\n<li><strong>Stale edges cleaned</strong>: 13 stale topic_pipeline/topic_ui edges deleted</li>\n</ul>\n</div>\n\n<p style=\"color:#7f848e;font-size:12px;margin-top:16px;\">The gravity well model is now fully functional. New kontasks will auto-link to flows based on topic, domain, and temporal proximity signals.</p>\n</div>",
    "requestedAt": "2026-01-11T00:00:00.000Z",
    "requestId": "0c05b377-40c8-4cd6-bf3a-fbd530810d6f",
    "choices": [
      {
        "label": "View orphans page",
        "value": "Open the orphan kontasks curation page at /gv/orphans",
        "primary": true
      },
      {
        "label": "View flow graph",
        "value": "Open the flow graph visualization at /gv/flows to see the topic edges"
      },
      {
        "label": "Test with new kontask",
        "value": "Create a test kontask and verify it gets gravity-linked automatically"
      }
    ],
    "turnTiming": {
      "totalMs": 98731,
      "ttfeMs": 437,
      "thinkingMs": 98294,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 100,
      "toolsPct": 0,
      "ttfePct": 0
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T14:17:42.003Z",
  "updatedAt": "2026-01-10T14:17:47.731Z",
  "requestId": "0c05b377-40c8-4cd6-bf3a-fbd530810d6f",
  "scope": "greatvibe",
  "tags": [
    "kontasks",
    "gravity",
    "flows"
  ],
  "sessionId": "ses_7c4eba4a-596"
}