Gravity Well Test: 10 Kontasks Analyzed

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{
  "id": "ece0e25d-d8c2-4c52-9d1e-996f39312aec",
  "type": "general",
  "status": "completed",
  "title": "Gravity Well Test: 10 Kontasks Analyzed",
  "description": "Tested gravity calculator on last 10 kontasks to verify system functionality",
  "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 Results</h2>\n\n<p style=\"color:#7f848e;margin:0 0 16px 0;\">Ran last 10 kontasks through gravity calculator to test topic/domain classification and flow matching.</p>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#98c379;margin:0 0 12px 0;\">📊 Summary</h3>\n<table style=\"width:100%;border-collapse:collapse;font-size:14px;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px 0;color:#7f848e;\">Kontasks tested</td>\n<td style=\"padding:8px 0;text-align:right;\"><span style=\"color:#61afef;font-weight:bold;\">10</span></td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px 0;color:#7f848e;\">All identified as orphans</td>\n<td style=\"padding:8px 0;text-align:right;\"><span style=\"color:#e5c07b;\">10</span> (100%)</td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px 0;color:#7f848e;\">Best matches (≥50)</td>\n<td style=\"padding:8px 0;text-align:right;\"><span style=\"color:#e06c75;\">0</span></td>\n</tr>\n<tr style=\"border-bottom:1px solid #444;\">\n<td style=\"padding:8px 0;color:#7f848e;\">Borderline matches (40-49)</td>\n<td style=\"padding:8px 0;text-align:right;\"><span style=\"color:#e5c07b;\">4</span></td>\n</tr>\n<tr>\n<td style=\"padding:8px 0;color:#7f848e;\">Low matches (&lt;40)</td>\n<td style=\"padding:8px 0;text-align:right;\"><span style=\"color:#7f848e;\">6</span></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:#61afef;margin:0 0 12px 0;\">🎯 Kontask Gravity Scores</h3>\n<table style=\"width:100%;border-collapse:collapse;font-size:13px;\">\n<tr style=\"background:#383838;\">\n<th style=\"padding:8px;text-align:left;color:#98c379;\">Kontask</th>\n<th style=\"padding:8px;text-align:center;color:#98c379;\">Topic</th>\n<th style=\"padding:8px;text-align:center;color:#98c379;\">Domain</th>\n<th style=\"padding:8px;text-align:center;color:#98c379;\">Score</th>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px;color:#e5c07b;\">Documentation updated...</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">docs</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d4a5a;padding:2px 6px;border-radius:3px;font-size:11px;\">docs</span></td>\n<td style=\"padding:8px;text-align:center;color:#7f848e;\">25</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px;color:#e5c07b;\">Orphan UI page completed</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">requirements</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d4a5a;padding:2px 6px;border-radius:3px;font-size:11px;\">frontend</span></td>\n<td style=\"padding:8px;text-align:center;color:#7f848e;\">25</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;background:#2a3a2a;\">\n<td style=\"padding:8px;color:#e5c07b;\">Phase 4: MCP Tools Complete</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">feature</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#5a4a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">tooling</span></td>\n<td style=\"padding:8px;text-align:center;color:#e5c07b;font-weight:bold;\">40 ⚡</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px;color:#e5c07b;\">Phase 3: Legacy Removed</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">feature</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d4a5a;padding:2px 6px;border-radius:3px;font-size:11px;\">identity</span></td>\n<td style=\"padding:8px;text-align:center;color:#7f848e;\">15</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px;color:#e5c07b;\">Phase 2: Gravity Integration</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">feature</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d4a5a;padding:2px 6px;border-radius:3px;font-size:11px;\">integration</span></td>\n<td style=\"padding:8px;text-align:center;color:#7f848e;\">15</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px;color:#e5c07b;\">gv-gravity.ts Complete</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">feature</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d4a5a;padding:2px 6px;border-radius:3px;font-size:11px;\">network</span></td>\n<td style=\"padding:8px;text-align:center;color:#7f848e;\">25</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px;color:#e5c07b;\">Flow Membership Design</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">design</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d4a5a;padding:2px 6px;border-radius:3px;font-size:11px;\">network</span></td>\n<td style=\"padding:8px;text-align:center;color:#7f848e;\">15</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px;color:#e5c07b;\">Refined Gravity Model</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">schema</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d4a5a;padding:2px 6px;border-radius:3px;font-size:11px;\">identity</span></td>\n<td style=\"padding:8px;text-align:center;color:#7f848e;\">25</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;background:#2a3a2a;\">\n<td style=\"padding:8px;color:#e5c07b;\">Flow Membership Model</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">schema</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#5a4a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">tooling</span></td>\n<td style=\"padding:8px;text-align:center;color:#e5c07b;font-weight:bold;\">40 ⚡</td>\n</tr>\n<tr style=\"background:#2a3a2a;\">\n<td style=\"padding:8px;color:#e5c07b;\">Scope Rename: vibetools</td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#3d5a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">requirements</span></td>\n<td style=\"padding:8px;text-align:center;\"><span style=\"background:#5a4a3d;padding:2px 6px;border-radius:3px;font-size:11px;\">tooling</span></td>\n<td style=\"padding:8px;text-align:center;color:#e5c07b;font-weight:bold;\">40 ⚡</td>\n</tr>\n</table>\n<p style=\"color:#7f848e;font-size:12px;margin:12px 0 0 0;\">⚡ = Borderline match (40-49), would need manual review</p>\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;\">🔍 Signal Breakdown</h3>\n<p style=\"margin:0 0 8px 0;\">All matches were against <span style=\"color:#61afef;\">flow_01KEKNN2PP9QPZXWAGAGNZ0E19</span> (\"greatVibe Development\")</p>\n<table style=\"width:100%;border-collapse:collapse;font-size:13px;\">\n<tr style=\"background:#383838;\">\n<th style=\"padding:8px;text-align:left;color:#98c379;\">Signal</th>\n<th style=\"padding:8px;text-align:center;color:#98c379;\">Points</th>\n<th style=\"padding:8px;text-align:center;color:#98c379;\">Count</th>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px;\">PRIMARY_DOMAIN_MATCH (tooling)</td>\n<td style=\"padding:8px;text-align:center;color:#98c379;\">+25</td>\n<td style=\"padding:8px;text-align:center;\">4</td>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\">\n<td style=\"padding:8px;\">SECONDARY_DOMAIN_MATCH</td>\n<td style=\"padding:8px;text-align:center;color:#e5c07b;\">+10</td>\n<td style=\"padding:8px;text-align:center;\">4</td>\n</tr>\n<tr>\n<td style=\"padding:8px;\">TEMPORAL_5H (within 5h)</td>\n<td style=\"padding:8px;text-align:center;color:#61afef;\">+15</td>\n<td style=\"padding:8px;text-align:center;\">10</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:#e5c07b;margin:0 0 12px 0;\">⚠️ Observations</h3>\n<ul style=\"margin:0;padding-left:20px;line-height:1.8;\">\n<li><span style=\"color:#98c379;\">Classification working:</span> Topics/domains extracted from kontask content</li>\n<li><span style=\"color:#98c379;\">Temporal signal working:</span> All 10 got +15 for being within 5h window</li>\n<li><span style=\"color:#e5c07b;\">No PRIMARY_TOPIC_MATCH:</span> The flow has no topic classification stored</li>\n<li><span style=\"color:#e5c07b;\">Threshold (50) not met:</span> Max score was 40 (domain + temporal)</li>\n<li><span style=\"color:#61afef;\">Missing signals:</span> No SESSION_HINT, DECISION_CHAIN, or PRIMARY_TOPIC_MATCH fired</li>\n</ul>\n</div>\n\n<div style=\"background:#3d2d2d;padding:16px;border-radius:6px;\">\n<h3 style=\"color:#e06c75;margin:0 0 12px 0;\">💡 Potential Improvements</h3>\n<ol style=\"margin:0;padding-left:20px;line-height:1.8;\">\n<li><span style=\"color:#e5c07b;\">Store topic/domain on flows</span> - Currently flows don't have topic classification, so PRIMARY_TOPIC_MATCH can't fire</li>\n<li><span style=\"color:#e5c07b;\">Lower threshold</span> - Consider 40 instead of 50 for better automatic linking</li>\n<li><span style=\"color:#e5c07b;\">Add SESSION_HINT</span> - Pass sessionId when checking gravity to boost same-session matches</li>\n<li><span style=\"color:#e5c07b;\">Classify flows retroactively</span> - Run gravity on existing flows to assign topics/domains</li>\n</ol>\n</div>\n</div>",
    "requestedAt": "2026-01-10T13:15:00.000Z",
    "requestId": "b6c302f1-675c-4f15-9566-33f67c69c1c9",
    "choices": [
      {
        "label": "Add flow topic classification",
        "value": "Add topic/domain classification to flows when they are created or updated, so PRIMARY_TOPIC_MATCH can fire",
        "primary": true
      },
      {
        "label": "Lower threshold to 40",
        "value": "Lower the gravity threshold from 50 to 40 to allow more automatic linking"
      },
      {
        "label": "Link borderlines now",
        "value": "Link the 4 borderline kontasks (score 40) to the greatVibe Development flow manually"
      }
    ],
    "turnTiming": {
      "totalMs": 71504,
      "ttfeMs": 61,
      "thinkingMs": 71443,
      "toolExecutionMs": 0,
      "toolCallCount": 0,
      "thinkingPct": 100,
      "toolsPct": 0,
      "ttfePct": 0
    }
  },
  "createdBy": "claude",
  "createdAt": "2026-01-10T13:09:32.880Z",
  "updatedAt": "2026-01-10T13:09:38.310Z",
  "requestId": "b6c302f1-675c-4f15-9566-33f67c69c1c9",
  "scope": "greatvibe",
  "tags": [
    "kontasks",
    "gravity",
    "testing"
  ],
  "sessionId": "ses_7c4eba4a-596"
}